Your Career Strategy

Career Pathfinder

Sample report

Jordan Reyes is a fictional person. This is a real report the Pathfinder wrote from Jordan's answers on October 7, 2026. The notes marked "Coach's note" explain what each part does and what to do with it. Keep this open beside your own report.

See what Jordan told the Pathfinder

Watch Eli walk through this report

You

Across a car rental counter and a music store service desk, the thread is the same: someone arrives stressed or stuck, you diagnose what actually went wrong, and you fix it in the room rather than escalating it, then you turn around and teach the next person to do the same.

Three patterns in your answers

  • You are drawn to the moment something has already broken, not to preventing it, and you treat the break as the interesting part of the job.

    You described rebooking and re-routing more than 200 stranded travelers during the July 2025 flight-cancellation surge, and taking a service desk backlog of about 90 tickets down to under 20 in two months.

  • The people you help are strangers in a bad moment, not colleagues or long-term clients, and your satisfaction comes from the turn in their mood during the interaction.

    You said your clearest example is calming people down when something has gone wrong and fixing it fast enough that they leave happier than they came, at the rental counter and at Soundline.

  • You do your best work inside a small, defined group you can actually see the effect on, a desk, a shift, a clinic, rather than a broad or anonymous audience.

    You described training 6 new agents and writing the guide the branch still uses, and running a monthly clinic that drew about 15 people each time where you stayed late getting their gear working.

Your ten paths

Median pay against your $90,000 floor, and the share of the work AI can now take on. Tap a path to read it.

Reliability is how local, recent and consistent the figures were.

  1. 01Rental Sales Agentmedian $37k · under floor (survey)AI 10–20%Medium reliability
  2. 02Customer Success Managermedian $128k · above floorAI 20–35%High reliability
  3. 03Product Operations Associatemedian $112k · above floorAI 25–40%High reliability
  4. 04Help Desk Team Leadmedian $102k · above floorAI 15–30%Medium reliability
  5. 05Onboarding Specialistmedian $90k · at floorAI 20–35%Medium reliability
  6. 06Travel Advisormedian $63k · under floorAI 30–45%High reliability
  7. 07Loyalty Program Specialistmedian $97k · above floorAI 25–40%Medium reliability
  8. 08Training and Development Specialistmedian $79k · under floor (survey)AI 25–40%Medium reliability
  9. 09Customer Experience Analystmedian $97k · above floorAI 30–45%Medium reliability
  10. 10Technical Support Specialistmedian $70k · under floor (survey)AI 25–40%Medium reliability

Six paths clear your $90,000 floor: 2, 3, 4, 5, 7 and 9.

Where you are

Five years of counter and service-desk work have put you in the path of people at their worst moment, a cancelled flight, a broken ticket backlog, a piece of gear that will not turn on, and you have built a reliable way of getting them to a better place fast. The record shows a pattern of being the person both the customer and the people around you lean on: you train the new hires, you build the shared tool the team actually uses, and you keep the queue moving when it piles up.

Two more patterns

  • You keep choosing teaching as the form your help takes, over just doing the task for someone. You said your energizer is teaching someone until it clicks, and you gave the First Setup clinic and your 300-person points-and-miles group chat, where you taught people to use travel portals and transfer partners, as your own examples, unprompted by any job.
  • The recognition you point to is being the one people rank or come back to, not a title. You cited ranking in the top 3 of 28 agents in five of the last six quarters, and being named in more than 60 five-star reviews for patient, plain-language help.

What you may not realize you’re selling

You already run customer success work, end to end, you just call it helping.

You describe it as being helpful and hosting a clinic, but what you're selling is account triage and retention under pressure: you flagged loyalty-tier and corporate customers on a shared tracker you built yourself, you cut an open-ticket backlog by more than 70 in two months, and you talk customers back from the edge of leaving. That is the job market hires for under Customer Success Manager, Customer Success Associate, and Client Success Manager, and the Google Sheet you built to flag high-value customers is, in miniature, the account-health tool every customer success team runs.

What we heard as fixed

  • No car, so any office has to sit on the PATH or subway line.
  • Done with rotating weekend and holiday shifts, needs a standard weekday schedule.
  • Not relocating out of the greater New York City area.
  • Ruled out store management, commission-only sales, and big-bank or airline call centers.

Where your answers are thin

We only say what your answers support. These are the places they gave us less to go on:

  • Software and tools beyond Zendesk, Salesforce, and Google Sheets: How confidently a transition into a software-centered customer success or operations role can be priced; a named CRM workflow, SQL, or a product-usage dashboard would carry more weight than the ticketing tools named so far.
  • Cross-functional project ownership outside your own desk: Whether a role that routes customer feedback to a product team is a documented hurdle or a documented strength; the record shows you flagging problems within your own team, not yet feeding a separate function.
  • Any direct travel-industry or music-streaming employer experience: How close a first move into those specific industries sits to what you've already proven, versus how much of it rests on interest alone.

Your paths

The work you could do

Each card shows what the work is, what it pays against your floor, and how much of it AI can now take on. You can size up all ten from here. Open any card to read the full path.

How these figures are made
  1. Path 1Control — measure the others against this

    Rental Sales Agent

    This is the control: the job you hold now at Crossway Car Rental's Newark Airport branch, named exactly as you'd search for it on Monday.$37,350 medianBelow your $90,000 floor on the government figureAI can take on about 10–20%

    $33,150–$60,560 · median $37,350

    Medium reliabilityBelow your $90,000 floor on the government figure

    The government figure prices the whole occupation, not this role at your level, so a job like this may pay more. Check a few current postings before ruling it out.

    BLS Occupational Employment and Wage Statistics, May 2024

    What stands between you and this today
    Staying in this role keeps you inside a schedule structure you've already named as something you're done with; the only advancement path you've described at this employer, the assistant manager track, came with rotating weekend and holiday hours and inventory responsibility you turned down for that reason.
    What would change it
    A documented path at Crossway or a similar employer that leads to leading a team on a standard weekday schedule, without the rotating-shift or inventory component, would remove this hurdle.

    Title variants: Rental Sales Agent, Car Rental Agent, Counter Sales Representative, Rental Agent

    This is the control: the job you hold now at Crossway Car Rental's Newark Airport branch, named exactly as you'd search for it on Monday. Staying here means continuing to serve 50 to 70 travelers a shift, matching them to vehicles and coverage, solving problems at the counter, and training new agents, with the ranking and the surge-rebooking record you already have intact. It does not, on its own, change your schedule, your pace, or your path to leading a team.

    What employers are asking for

    Agents greet arriving renters at the airport counter, verify reservations, and recommend upgrades, insurance, and add-ons to meet sales targets while processing rental agreements. They also handle returns, resolve customer issues on the spot, and work flexible shifts that include early mornings, nights, weekends, and holidays in a high-volume, fast-paced counter environment.

    Their words: Rental Sales AgentCounter Salesupsell products and servicesmaximize revenue opportunitiesunlimited commissioncustomer service and salesrental contractsfast-paced environment

    What they require, from 8 postings
    • Valid driver's license with a clean driving record
    • At least 1 year of customer service or sales experience
    • High school diploma or GED
    • Ability to work flexible shifts including evenings, weekends, and holidays
    • Strong communication and interpersonal skills to meet sales and customer satisfaction goals
    • Basic computer/data entry skills for processing rental contracts

    Same work at a higher band: Senior Rental Sales Agent, Corporate Account Coordinator, Branch Operations Coordinator

    Where AI is showing up in this work

    Our estimate: AI tools can now take on about 10–20% of this job80–90% still needs a person

    Online check-in, kiosks and apps can already handle the reservation lookup, the contract paperwork and the standard coverage explanation. What still needs a person is the work you are good at. That means reading a tired traveler at the counter, having the upgrade conversation face to face, handling a car return that went wrong, and rebooking people during a surge like July 2025. The job is physical, in person and built on judgement, so most of it stays with a person.

    What is actually measured today

    4 of this occupation's 24 published tasks show measured AI use. On those, work is most often worked through with Claude.

    • Answer questions regarding the store and its merchandise.
    • Greet customers and ascertain what each customer wants or needs.
    • Recommend, select, and help locate or obtain merchandise based on customer needs and desires.
    • Describe merchandise and explain use, operation, and care of merchandise to customers.

    Anthropic Economic Index, March 2025. This measures what people bring to Claude, not whether a job is at risk.

    Where this comes from
    Why this is here
    You turned down the assistant manager track at Soundline because of the hours and the inventory side, and you said you're done with rotating weekend and holiday shifts. you told us this
    This changes if
    If a management-track role at this or a similar employer were offered on a fixed weekday schedule, this hurdle would not apply.
  2. Path 2

    Customer Success Manager

    This is the work of owning a set of customer accounts, watching for what's breaking for them, and being the person both the customer and the product or operations side relies on to fix it, the same shape as the loyalty-tier tracker you built and the ticket backlog you cleared, moved from a counter and a service desk into a dedicated account or customer-facing seat, typically at a software or subscription company rather than a retail or rental counter.$128,469 medianAbove your $90,000 floorAI can take on about 20–35%

    $112,644–$146,470 · median $128,469

    High reliabilityAbove your $90,000 floor

    Salary.com, Jersey City, New Jersey, July 01, 2026

    What sponsoring employers filed

    15 visa filings from 11 employers for this title in New York, Newark, Jersey City, Oct 2025–Jun 2026: median $120,000, middle half $107,500–$147,500.

    • Hi Bob Inc.: Customer Success Manager, $105,000
    • HYRO AI INC: ENTERPRISE CUSTOMER SUCCESS MANAGER, $120,000
    • Amazon.com Services LLC: Customer Success Manager I, $95,756

    What employers filed to pay workers they sponsored, from the U.S. Department of Labor. Sponsors must pay at least the local prevailing wage, and filings lean toward the fields that sponsor, so we use them for the figure only where many employers filed for the title. The filings

    What this report has not seen yet
    The record shows account triage and retention work done in person at a counter and a retail service desk; it does not yet show that work done inside a software product, a subscription business, or a dedicated account-management tool like a customer success platform, which is how this title is usually posted.
    What would change it
    A named stretch project, certification, or volunteer account-management role inside a software or subscription product, even informally, naming the tool used to track account health, would carry this forward.

    Title variants: Customer Success Manager, Customer Success Associate, Client Success Manager, Account Manager

    This is the work of owning a set of customer accounts, watching for what's breaking for them, and being the person both the customer and the product or operations side relies on to fix it, the same shape as the loyalty-tier tracker you built and the ticket backlog you cleared, moved from a counter and a service desk into a dedicated account or customer-facing seat, typically at a software or subscription company rather than a retail or rental counter.

    What employers are asking for

    Postings describe owning a dedicated portfolio of customer accounts, running onboarding and regular check-ins, and acting as the main point of contact when customers hit problems with the product. They also describe working closely with product, support, and sales teams internally to resolve issues, drive renewals, and reduce churn across the book of business.

    Their words: Customer Success Managerbook of businessrenewalschurn/retentiononboardingaccount healthcustomer advocateescalations

    What they require, from 11 postings
    • Experience managing a book of customer accounts and driving renewals/retention
    • Strong communication and relationship-building skills with customers and internal stakeholders
    • Experience working cross-functionally with product, sales, and support teams
    • Track record of identifying at-risk accounts and resolving customer issues proactively
    • Comfort using CRM/CS tools (e.g., Salesforce, Gainsight, HubSpot) to track account health

    Same work at a higher band: Senior Customer Success Manager, Customer Success Team Lead, Director of Customer Success

    Where AI is showing up in this work

    Our estimate: AI tools can now take on about 20–35% of this job65–80% still needs a person

    AI tools can now draft check-in emails, summarise account notes, flag at-risk accounts from usage data and prepare renewal briefs. Your loyalty-tier Google Sheet is the kind of tracking that is becoming automatic. What does not compress is owning the relationship. That includes talking an unhappy customer out of leaving, deciding which problem to push to the product team, and being the person both sides trust. Those parts are the core of the job and still need you.

    What is actually measured today

    32 of this occupation's 137 published tasks show measured AI use. On those, work is most often both, depending on the conversation.

    • Provide system design and integration recommendations.
    • Compose descriptions of merchandise for posting to online storefront, auction sites, or other shopping Web sites.
    • Implement security practices to preserve assets, minimize liabilities, or ensure customer privacy, using parallel servers, hardware redundancy, fail-safe technology, information encryption, or firewalls.
    • Design or implement products and services to mitigate risk or facilitate use of technology-based tools and methods.

    Anthropic Economic Index, March 2025. This measures what people bring to Claude, not whether a job is at risk.

    Where this comes from
    Why this is here
    You built a shared Google Sheet flagging loyalty-tier and corporate customers, and you cut a service desk's open backlog from about 90 to under 20 tickets in two months. you told us this
    This changes if
    If that triage and tracking work were named as having happened inside a software product rather than a counter or retail desk, this hurdle would narrow.
  3. Path 3

    Product Operations Associate

    This is the work of being the person who takes what customers are hitting, the broken ticket, the recurring complaint, the gap in a process, and turns it into something a product or operations team can act on, the same shape as writing the new-hire guide and the saved replies at Soundline, moved from documenting fixes for a desk team into documenting and routing problems for a product or operations function.$112,204 medianAbove your $90,000 floorAI can take on about 25–40%

    $92,812–$137,243 · median $112,204

    High reliabilityAbove your $90,000 floor

    Salary.com, Jersey City, New Jersey, June 01, 2026

    What sponsoring employers filed

    5 visa filings from 5 employers for this title in New York, Newark, Jersey City, Oct 2025–Jun 2026: median $130,000, middle half $120,000–$160,000.

    • Valon Technologies, Inc.: Business Operations Senior Associate, $160,000
    • Togetherhood Inc.: Business Operations Associate, $70,000
    • Knoetic, Inc.: Business Operations Associate, $180,000

    What employers filed to pay workers they sponsored, from the U.S. Department of Labor. Sponsors must pay at least the local prevailing wage, and filings lean toward the fields that sponsor, so we use them for the figure only where many employers filed for the title. The filings

    What this report has not seen yet
    The record shows you fixing and documenting problems within your own desk and training your own team on the fix; it does not yet show you routing a problem to a separate team, such as a product or engineering group, or tracking a fix through to a measured result outside your own shift.
    What would change it
    A named instance of flagging a recurring customer problem to a team beyond your own, and a result that followed from it, would carry this forward; the AI Essentials certificate and your use of AI tools for training notes and follow-ups show a start on documenting process, but not yet on cross-team routing.

    Title variants: Product Operations Associate, Business Operations Associate, Business Operations Analyst, Program Operations Coordinator

    This is the work of being the person who takes what customers are hitting, the broken ticket, the recurring complaint, the gap in a process, and turns it into something a product or operations team can act on, the same shape as writing the new-hire guide and the saved replies at Soundline, moved from documenting fixes for a desk team into documenting and routing problems for a product or operations function.

    What employers are asking for

    Postings describe collecting feedback, recurring issues, and process gaps from customers or internal teams, then documenting and routing them so a product or operations team can act, including building SOPs, dashboards, and intake workflows. The work sits at the seam between customers, operations, and product/engineering, translating messy operational reality into clear, prioritized product requirements and process improvements.

    Their words: Product Operationsintake and prioritization workflowsclose the loop back to producttranslate into product requirementsSOPs and workflow templatesroadmap managementfeature launch processoperational playbook

    What they require, from 4 postings
    • 2+ years of experience in technology, data analytics, product management, project management, or process/operations analysis
    • Strong analytical and communication skills to translate operational data into product requirements
    • Experience building dashboards, reporting, and documentation (SOPs) to standardize processes
    • Comfortable working across customers, operations, product, and engineering teams

    Same work at a higher band: Senior Business Operations Analyst, Product Operations Manager, Head of Business Operations

    Where AI is showing up in this work

    Our estimate: AI tools can now take on about 25–40% of this job60–75% still needs a person

    Much of this job is paperwork, and AI handles a lot of it well: first drafts of SOPs and workflow templates, sorting incoming feedback, summarising tickets into themes, and building basic dashboards. That is the same kind of writing as your new-hire guide and saved replies. The parts that stay human are deciding what matters most, getting the product, operations and engineering teams to agree on it, and closing the loop with customers. AI produces the documents faster, but people still have to agree on which problem gets fixed first.

    Where this comes from
    Why this is here
    You wrote the one-page guide the branch still gives new hires and wrote saved replies for the most common customer requests at Soundline. you told us this
    This changes if
    If a documented handoff of a recurring problem to a separate product or operations team were named, this hurdle would narrow.
  4. Path 4

    Help Desk Team Lead

    You run a small support team.$101,945 medianAbove your $90,000 floorAI can take on about 15–30%

    $79,762–$111,583 · median $101,945

    Medium reliabilityAbove your $90,000 floor

    Salary.com, Jersey City, New Jersey, June 01, 2026, the middle of its 2 pages for this job's titles

    What this report has not seen yet
    The postings ask for root cause analysis and incident management for technical outages, plus runbooks and knowledge base articles. Your record shows you leading a retail service desk and writing saved replies and a new-hire guide. It does not yet show incidents on a software or IT product worked through with a technical team.
    What would change it
    A named example of tracing a recurring problem to its cause with a technical or vendor team, or a set of knowledge articles you wrote in Zendesk, would move this forward.

    Title variants: Help Desk Team Lead, Support Team Lead, Technical Support Lead, Customer Support Supervisor

    You run a small support team. You triage and escalate tickets, act as the escalation point when something breaks badly, coach the people working the queue, and track resolution time and ticket volume. It is the same work you did as Customer Service Lead at Soundline, where you moved the desk to a new ticketing system, trained the team on it and took the escalations the floor could not resolve. This role fits what you said you want: to lead a team early, at a desk, on a weekday schedule.

    What employers are asking for

    The lead triages and escalates tickets, serving as the point of contact for complex incidents and outages, and works with technical teams on root cause analysis. They also coach and guide support staff, track metrics like resolution time, and maintain documentation and troubleshooting procedures.

    Their words: escalation pointincident managementroot cause analysisproduction supporthelpdesk functionsresolution timessupport metricsrunbooks and knowledge articles

    What they require, from 3 postings
    • Experience leading or supervising a support/helpdesk team
    • Serving as the escalation point for complex or critical incidents
    • Root cause analysis and incident/problem management
    • Creating and maintaining documentation, runbooks, or knowledge base articles
    • Tracking and reporting support metrics like resolution time and ticket volume
    • Prior supervisory or team lead experience

    Same work at a higher band: Support Manager, Manager of Customer Support, Director of Customer Support

    Where AI is showing up in this work

    Our estimate: AI tools can now take on about 15–30% of this job70–85% still needs a person

    AI can now sort and route tickets, suggest replies, draft knowledge articles and runbooks, and put together reports on resolution time and ticket volume. The lead's core work still needs a person. That means being the escalation point when something breaks badly, working out the root cause with a technical team, and coaching the people on the queue, as you did when you trained the Soundline desk on the new system.

    What is actually measured today

    6 of this occupation's 29 published tasks show measured AI use. On those, work is most often both, depending on the conversation.

    • Participate in the work of subordinates to facilitate productivity or to overcome difficult aspects of work.
    • Compute figures such as balances, totals, or commissions.
    • Analyze financial activities of establishments or departments and provide input into budget planning and preparation processes.
    • Resolve customer complaints or answer customers' questions regarding policies and procedures.

    Anthropic Economic Index, March 2025. This measures what people bring to Claude, not whether a job is at risk.

    Where this comes from
    Why this is here
    You led the Soundline service desk, moved it to a new ticketing system and cut the open backlog from about 90 to under 20 in two months. you told us this
    This changes if
    If the leads you can reach are on hospital, campus or shift-based help desks with rotating weekend coverage, this role would conflict with your weekday-schedule constraint.
  5. Path 5

    Onboarding Specialist

    You guide new customers through account setup, configuration and first training until they can use the product on their own.$89,740 medianAbout level with your $90,000 floorAI can take on about 20–35%

    $51,810–$153,970 · median $89,740

    Medium reliabilityAbout level with your $90,000 floor

    BLS Occupational Employment and Wage Statistics, May 2024

    What this report has not seen yet
    The postings ask for experience with SaaS or technology implementation and with onboarding or CRM tools, and for running several client onboardings at the same time. Your record shows onboarding of people one at a time in person, with Zendesk and Salesforce named as tools. It does not yet show a software account set up and handed over to a client.
    What would change it
    A worked example of onboarding someone onto a software tool, with the steps and the tool named, would close most of this gap. Your ticketing system rollout at Soundline, written up as an implementation project, would also do it.

    Title variants: Onboarding Specialist, Client Onboarding Specialist, Implementation Specialist, New User Onboarding Coordinator

    You guide new customers through account setup, configuration and first training until they can use the product on their own. During those first weeks you are their main contact, and you pass early problems to the sales, support and product teams. Your First Setup clinic and the audio interfaces you set up with Soundline customers are this work, done in a store instead of on a software platform. Teaching until it clicks is the energizer you named first.

    What employers are asking for

    Onboarding specialists guide new clients or customers through account setup, system configuration, and initial product training, serving as the main point of contact during the first weeks of a client relationship. They coordinate with internal teams (sales, support, product) to ensure a smooth handoff and resolve early-stage issues so clients become self-sufficient users of the platform.

    Their words: Onboarding SpecialistClient OnboardingImplementation Specialistcustomer onboardingproduct trainingaccount setupclient implementationcustomer success

    What they require, from 6 postings
    • Experience with SaaS or technology implementation, onboarding, or customer success
    • Strong communication skills for guiding clients through setup and training
    • Ability to manage multiple client onboarding projects simultaneously
    • Experience with CRM or onboarding software tools

    Same work at a higher band: Senior Implementation Specialist, Implementation Manager, Onboarding Team Lead

    Where AI is showing up in this work

    Our estimate: AI tools can now take on about 20–35% of this job65–80% still needs a person

    Setup checklists, how-to guides, welcome emails and recorded walkthroughs are increasingly drafted or run by AI tools, and self-serve onboarding inside the product keeps expanding. What remains for a person is teaching someone until it clicks when the standard path has not worked. It also includes spotting the customer who is quietly stuck and handling the early problems the sales and support teams pass to you. That is the part of the First Setup clinic where you stayed late.

    What is actually measured today

    32 of this occupation's 137 published tasks show measured AI use. On those, work is most often both, depending on the conversation.

    • Provide system design and integration recommendations.
    • Compose descriptions of merchandise for posting to online storefront, auction sites, or other shopping Web sites.
    • Implement security practices to preserve assets, minimize liabilities, or ensure customer privacy, using parallel servers, hardware redundancy, fail-safe technology, information encryption, or firewalls.
    • Design or implement products and services to mitigate risk or facilitate use of technology-based tools and methods.

    Anthropic Economic Index, March 2025. This measures what people bring to Claude, not whether a job is at risk.

    Where this comes from
    Why this is here
    You started a monthly First Setup clinic that averaged 15 attendees, and you trained the Soundline desk team on a new ticketing system. you told us this
    This changes if
    If the Zendesk rollout was led by someone else and you only trained on it, the implementation side of this role would rest on teaching alone.
  6. Path 6

    Travel Advisor

    You book and manage air, hotel, car and ground arrangements for leisure travelers or corporate accounts, build itineraries, and fix disruptions as they happen.$63,145 medianBelow your $90,000 floorAI can take on about 30–45%

    $54,959–$65,951 · median $63,145

    High reliabilityBelow your $90,000 floor

    5 current postings near Jersey City, New Jersey that state pay, listed under What employers are asking for

    What stands between you and this today
    The postings ask for proficiency in a global distribution system such as Sabre, and your record does not name one yet. This role borders the airline call centers you ruled out. The difference is that you own a client relationship and an itinerary rather than answering a phone queue, so check each posting for queue-based work before applying.
    What would change it
    Completing Sabre or another GDS training and naming it on your resume would remove the stated requirement. A posting that describes a fixed book of corporate accounts would confirm the role is not a call center.

    Title variants: Travel Advisor, Travel Consultant, Corporate Travel Consultant, Travel Specialist

    You book and manage air, hotel, car and ground arrangements for leisure travelers or corporate accounts, build itineraries, and fix disruptions as they happen. Unlike a scripted airline queue, the postings describe ongoing relationships with travelers or corporate accounts on hybrid or remote schedules. The July 2025 surge at Newark, where you rebooked more than 200 stranded travelers, and the points trip to Japan you booked for your family both sit inside this work.

    What employers are asking for

    Travel consultants and advisors book and manage air, hotel, car, and ground transportation arrangements for leisure or corporate clients, often using a GDS such as Sabre. They field client inquiries, build itineraries, resolve travel disruptions, and maintain ongoing relationships with travelers or corporate accounts, working hybrid schedules with set in-office days or fully remote from home.

    Their words: Travel AdvisorTravel ConsultantCorporate Travel ConsultantTravel SpecialistGDS/Sabreair, hotel, car and limo arrangementsclient relationship managementtravel consulting

    What they require, from 8 postings
    • Experience booking air, hotel, car and limo/ground transportation arrangements
    • Customer service experience, preferably in the travel industry
    • Proficiency with a Global Distribution System (GDS) such as Sabre
    • Strong communication and client relationship skills
    • Ability to work in a hybrid or remote setting with required onsite days for hybrid roles

    Same work at a higher band: Senior Corporate Travel Consultant, Travel Account Manager, Travel Program Manager

    Where AI is showing up in this work

    Our estimate: AI tools can now take on about 30–45% of this job55–70% still needs a person

    Of the roles in this report, this one shows the most measured AI use across its tasks. Building a simple itinerary, gathering destination information, comparing fares and drafting confirmations are all things AI booking tools now do well. What still needs a person is fixing a trip that has fallen apart in real time, working with a corporate account over months, and the judgement behind complex routing or points bookings, like your family's Japan trip. Simple leisure booking compresses most, while handling disruptions and managing accounts compresses least.

    What is actually measured today

    3 of this occupation's 7 published tasks show measured AI use. On those, work is most often both, depending on the conversation.

    • Plan, describe, arrange, and sell itinerary tour packages and promotional travel incentives offered by various travel carriers.
    • Converse with customer to determine destination, mode of transportation, travel dates, financial considerations, and accommodations required.
    • Provide customer with brochures and publications containing travel information, such as local customs, points of interest, or foreign country regulations.

    Anthropic Economic Index, March 2025. This measures what people bring to Claude, not whether a job is at risk.

    Where this comes from
    Why this is here
    You rebooked and re-routed more than 200 stranded travelers in July 2025 and said you want to work in travel booking. you told us this
    This changes if
    If the advisor roles near you turn out to be inbound phone queues, this would fall inside your rule-out and should be dropped.
  7. Path 7

    Loyalty Program Specialist

    You plan and run loyalty and rewards offers, drive member engagement, track how the program performs, and work with marketing and partner teams on partnerships.$97,360 medianAbove your $90,000 floorAI can take on about 25–40%

    $58,100–$164,070 · median $97,360

    Medium reliabilityAbove your $90,000 floor

    BLS Occupational Employment and Wage Statistics, May 2024

    What stands between you and this today
    Several postings list a bachelor's degree in marketing, business or a related field. Your record shows an associate degree in business administration. The postings also ask for tracking and reporting program performance, which your record does not yet show beyond the Crossway tracker.
    What would change it
    Postings that accept equivalent experience in place of a degree would remove the stated requirement. A simple performance write-up from your group chat, such as how many members you taught to move points and what they booked, would start the analytics record.

    Title variants: Loyalty Program Specialist, Rewards Program Specialist, Customer Loyalty Coordinator, Loyalty Program Coordinator

    You plan and run loyalty and rewards offers, drive member engagement, track how the program performs, and work with marketing and partner teams on partnerships. This is the product side of travel and credit card rewards you said you want. Your 300-person points-and-miles chat and the loyalty-tier tracker you built at Crossway are the nearest pieces of it in your record.

    What employers are asking for

    Specialists plan, execute, and optimize loyalty or rewards offers and campaigns, coordinate recruitment and engagement efforts for program members, and track and report on program performance and insights. They also work cross-functionally with marketing and partner teams to negotiate local or external partnerships and manage credit or multi-tender loyalty program analytics.

    Their words: loyalty programrewards programmember engagementcustomer retentionprogram performance trackingpartnershipsloyalty offersmulti-tender loyalty program

    What they require, from 6 postings
    • Experience with loyalty or rewards program management
    • Strong analytical skills to track and report program performance
    • Cross-functional collaboration with marketing, CRM, and partner teams
    • Experience identifying and managing local or external partnerships
    • Bachelor's degree in marketing, business, or related field

    Same work at a higher band: Loyalty Program Manager, Senior Manager, Loyalty and Partnerships, Director of Loyalty

    Where AI is showing up in this work

    Our estimate: AI tools can now take on about 25–40% of this job60–75% still needs a person

    Most of the reporting and analysis tasks in this job show measured AI use: drafting offer copy, segmenting members, summarising program performance and writing campaign reports. What stays with a person is designing an offer members will actually value, negotiating with partners, and understanding how people really use points and transfer partners, which is what you teach in your 300-person chat.

    What is actually measured today

    8 of this occupation's 13 published tasks show measured AI use. On those, work is most often worked through with Claude.

    • Prepare reports of findings, illustrating data graphically and translating complex findings into written text.
    • Seek and provide information to help companies determine their position in the marketplace.
    • Collect and analyze data on customer demographics, preferences, needs, and buying habits to identify potential markets and factors affecting product demand.
    • Measure the effectiveness of marketing, advertising, and communications programs and strategies.

    Anthropic Economic Index, March 2025. This measures what people bring to Claude, not whether a job is at risk.

    Where this comes from
    Why this is here
    You run a points-and-miles group chat of about 300 people, and you built a Google Sheet at Crossway that flags loyalty-tier customers. you told us this
    This changes if
    If you completed a bachelor's degree or found degree-optional postings at travel or fintech startups, the main hurdle would shift to analytics.
  8. Path 8

    Training and Development Specialist

    You design, build and deliver training for staff or customers.$78,720 medianBelow your $90,000 floor on the government figureAI can take on about 25–40%

    $37,420–$136,100 · median $78,720

    Medium reliabilityBelow your $90,000 floor on the government figure

    The government figure prices the whole occupation, not this role at your level, so a job like this may pay more. Check a few current postings before ruling it out.

    BLS Occupational Employment and Wage Statistics, May 2024

    What sponsoring employers filed

    7 visa filings from 7 employers for this title in New York, Newark, Jersey City, Oct 2025–Jun 2026: median $83,533, middle half $75,500–$87,000.

    88 filings from 71 employers across the U.S. for this title, Oct 2025–Jun 2026: median $70,673; at New York, Newark, Jersey City pay levels, about $83,021.

    • ROUND STAR NY, LLC.: DIRECTOR OF COACHING (TRAINING AND DEVELOPMENT SPECIALIST), $90,000
    • LHNY Tennis LLC: Training and Development Specialist, $83,533
    • Tiger Cloud LLC: Technical Training Specialist, $102,378

    What employers filed to pay workers they sponsored, from the U.S. Department of Labor. Sponsors must pay at least the local prevailing wage, and filings lean toward the fields that sponsor, so we use them for the figure only where many employers filed for the title. The filings

    What this report has not seen yet
    The postings ask for instructional design, adult learning principles and experience with a learning management system. Your record shows training delivered and a guide written, but it does not yet show a course designed and evaluated or an LMS by name. Many of these roles sit in large corporate HR teams, which is a different setting from the small startup you described wanting.
    What would change it
    A short course you built and tracked in an LMS, or a named instructional design certificate, would carry this forward. Training-specialist postings at startups, often called enablement, would fit the setting you want better.

    Title variants: Training and Development Specialist, Training Specialist, Learning and Development Specialist, Corporate Trainer

    You design, build and deliver training for staff or customers. That means assessing what people need to learn, writing materials and job aids, running live sessions, and checking whether the training worked. You already do this in small form: you trained 6 new agents at Crossway, wrote the one-page guide the branch still uses, and use AI tools to draft training notes.

    What employers are asking for

    The work involves designing, developing, and delivering training programs and materials, then facilitating live virtual or in-person sessions for staff or customers. Specialists assess training needs through stakeholder consultation, build and maintain LMS content and job aids, and evaluate program effectiveness through feedback and performance metrics to continuously improve curricula.

    Their words: instructional designadult learning principlestraining materialslearning management system (LMS)facilitate training sessionsonboardingcurriculumneeds assessment

    What they require, from 7 postings
    • Experience in instructional design, adult learning principles, or curriculum development
    • Experience delivering or facilitating virtual and/or in-person training sessions
    • Ability to assess training needs through stakeholder consultation
    • Strong presentation, facilitation, and communication skills
    • Experience developing training materials, job aids, or guidance documents
    • Proficiency with learning management systems (LMS) and virtual training platforms (e.g., Zoom, Microsoft Teams)

    Same work at a higher band: Senior Learning and Development Specialist, Training Manager, Learning and Development Manager

    Where AI is showing up in this work

    Our estimate: AI tools can now take on about 25–40% of this job60–75% still needs a person

    AI is now good at drafting training materials, job aids, quizzes and course outlines, and you already use it for training notes. That part compresses. Running a live session, noticing who has not understood yet, working out what a team really needs to learn by talking to people, and checking whether the training changed how people work all still need a person.

    What is actually measured today

    3 of this occupation's 20 published tasks show measured AI use. On those, work is most often worked through with Claude.

    • Design, plan, organize, or direct orientation and training programs for employees or customers.
    • Evaluate training materials prepared by instructors, such as outlines, text, or handouts.
    • Present information using a variety of instructional techniques or formats, such as role playing, simulations, team exercises, group discussions, videos, or lectures.

    Anthropic Economic Index, March 2025. This measures what people bring to Claude, not whether a job is at risk.

    Where this comes from
    Why this is here
    You trained 6 new agents and wrote the guide the branch gives every new hire, and you named teaching until it clicks as an energizer. our reading of what you told us
    This changes if
    If the openings you can reach are only at large enterprises, this role would pull against your preference for a small, fast-growing team.
  9. Path 9

    Customer Experience Analyst

    You gather customer feedback from surveys, support tickets and usage data, find the patterns, and turn them into recommendations for product and operations teams.$97,360 medianAbove your $90,000 floorAI can take on about 30–45%

    $58,100–$164,070 · median $97,360

    Medium reliabilityAbove your $90,000 floor

    BLS Occupational Employment and Wage Statistics, May 2024

    What stands between you and this today
    The postings list a bachelor's degree in business, statistics or a related field, and ask for analysis of feedback across sources such as surveys, tickets and usage data. Your record shows an associate degree and a Google Sheet tracker. It does not yet show an analysis of feedback at volume turned into a recommendation.
    What would change it
    A worked analysis of real ticket or review data, showing the patterns you found and what you recommended, plus postings that accept equivalent experience, would change this.

    Title variants: Customer Experience Analyst, CX Analyst, Customer Insights Analyst, Voice of Customer Analyst

    You gather customer feedback from surveys, support tickets and usage data, find the patterns, and turn them into recommendations for product and operations teams. This is the part of your stated goal about telling the product team what is breaking, done as analysis rather than account ownership.

    What employers are asking for

    These analysts gather and analyze customer feedback from surveys, interviews, support tickets, product usage data, and community forums to surface patterns in the customer journey. They turn that feedback into reports and recommendations that inform product strategy, prioritization, and operational or service improvements, often managing or building out a formal Voice of the Customer program.

    Their words: Voice of the Customer (VoC)customer insightscustomer journeycustomer feedbacksurvey designproduct strategycustomer experiencedata analysis

    What they require, from 5 postings
    • Experience in customer experience, market research, business analysis, or consulting
    • Bachelor's degree in a related field (business, statistics, computer science, social sciences)
    • Experience analyzing customer feedback from multiple sources (surveys, interviews, support tickets, usage data)
    • Experience building or managing a Voice of the Customer (VoC) program
    • Ability to translate customer insights into actionable recommendations for product or business teams

    Same work at a higher band: Senior Customer Insights Analyst, Customer Experience Manager, Head of Customer Insights

    Where AI is showing up in this work

    Our estimate: AI tools can now take on about 30–45% of this job55–70% still needs a person

    A large share of this job is reading many surveys, tickets and reviews, tagging themes and writing reports, and AI tools do much of that well now. What does not compress is deciding which pattern actually matters to the business, turning it into a recommendation the product team will act on, and designing the right questions to ask customers in the first place. The analysis gets faster, while judgement about what to recommend stays with a person.

    What is actually measured today

    8 of this occupation's 13 published tasks show measured AI use. On those, work is most often worked through with Claude.

    • Prepare reports of findings, illustrating data graphically and translating complex findings into written text.
    • Seek and provide information to help companies determine their position in the marketplace.
    • Collect and analyze data on customer demographics, preferences, needs, and buying habits to identify potential markets and factors affecting product demand.
    • Measure the effectiveness of marketing, advertising, and communications programs and strategies.

    Anthropic Economic Index, March 2025. This measures what people bring to Claude, not whether a job is at risk.

    Where this comes from
    Why this is here
    You said you want to be the person who tells the product team what is breaking, and you cleared a backlog of about 90 tickets. you told us this
    This changes if
    If you had already pulled patterns from the Soundline ticket backlog and acted on them, that would be a first analysis to name.
  10. Path 10

    Technical Support Specialist

    You troubleshoot technical problems that customers report by phone, chat or ticket, find the root cause, and work escalations through with engineering and product teams.$70,010 medianBelow your $90,000 floor on the government figureAI can take on about 25–40%

    $41,600–$108,500 · median $70,010

    Medium reliabilityBelow your $90,000 floor on the government figure

    The government figure prices the whole occupation, not this role at your level, so a job like this may pay more. Check a few current postings before ruling it out.

    BLS Occupational Employment and Wage Statistics, May 2024

    What sponsoring employers filed

    Too few filings for this title in New York, Newark, Jersey City to count.

    26 filings from 20 employers across the U.S. for this title, Oct 2025–Jun 2026: median $108,368; at New York, Newark, Jersey City pay levels, about $127,301.

    • BROADRIDGE FINANCIAL SOLUTIONS, INC.: Technical Support Specialist, $79,331

    What employers filed to pay workers they sponsored, from the U.S. Department of Labor. Sponsors must pay at least the local prevailing wage, and filings lean toward the fields that sponsor, so we use them for the figure only where many employers filed for the title. The filings

    Our reading, not something you said
    The postings ask for several years in technical support or troubleshooting. Reading your record, about three years at Soundline included setting up audio interfaces and music software with customers. Whether that counts as technical support depends on how each employer reads in-store troubleshooting. This seat is also an individual contributor role, one step before the team leadership you want.
    What would change it
    Describing the Soundline setup and repair-intake work in troubleshooting terms, naming the gear and software and the problems you solved, would settle how far it counts.

    Title variants: Technical Support Specialist, Product Support Specialist, Support Specialist, Tier 2, Gear and Software Support Specialist

    You troubleshoot technical problems that customers report by phone, chat or ticket, find the root cause, and work escalations through with engineering and product teams. At a music tech or streaming company, this is where your audio interface and music software setup work at Soundline connects directly to the product. It differs from the call centers you ruled out because the work is diagnosis and escalation into the product team, not a scripted phone queue.

    What employers are asking for

    The work involves fielding and troubleshooting customer-reported technical issues through phone, chat, or ticketing systems, diagnosing root causes, and working with Engineering and Product teams to resolve escalations. Specialists also maintain documentation, track recurring issues, and help improve support processes and metrics like CSAT and response time.

    Their words: Technical Support SpecialistProduct Support SpecialisttroubleshootingescalationCSATticketing systemsroot cause analysiscustomer support

    What they require, from 4 postings
    • Several years of experience in a technical support or troubleshooting role
    • Ability to diagnose and resolve complex technical issues through to resolution
    • Experience supporting customers across multiple channels (phone, chat, ticketing systems)
    • Strong written and verbal communication skills
    • Ability to collaborate cross-functionally with Engineering and Product teams on escalations
    • Comfort working in a fast-paced environment managing multiple priorities

    Same work at a higher band: Senior Product Support Specialist, Technical Support Engineer, Support Operations Manager

    Where AI is showing up in this work

    Our estimate: AI tools can now take on about 25–40% of this job60–75% still needs a person

    AI chat assistants increasingly handle routine first-line questions, password and setup steps, suggested replies and help articles. The harder work stays with a person. That means diagnosing a problem nobody has seen before, such as an audio interface that will not show up for one customer, carrying an escalation through to engineering, and calming someone whose setup has failed. Simple tickets compress, while the tricky diagnosis you named as an energizer does not.

    Where this comes from
    Why this is here
    You set up audio interfaces, home-studio gear and music software with customers at Soundline and were named in more than 60 five-star reviews. you told us this
    This changes if
    If the openings in music tech or streaming near you are mostly phone-queue roles, this would come too close to your rule-out.

Where to look

Where your experience carries furthest

Industries that fit a path you saved come first, marked with the path they fit. Nothing is hidden: the rest follow.

Three industries worth your time

  • Travel booking and corporate travel technology startups in New York City

    Path 2

    This is the industry you named first: you said you want to work on travel booking, and your record already holds the July 2025 Newark surge, where you rebooked more than 200 stranded travelers, plus the Japan trip you booked on points. These companies sell booking software and advisor platforms, so the work sits on the product side you asked for, not in a phone queue. Several are growing startups with Manhattan offices on the PATH, which fits your wish for a small, fast team where you can learn quickly and lead early.

    Worth knowing: Travel hiring rises and falls with travel demand, so openings come in waves; keep a short list and check it monthly.

  • Rewards cards and consumer fintech startups in New York City

    Path 3

    You said you want to work on credit card travel programs, and you have taught people in your points-and-miles chat to use card travel portals and transfer partners. These startups build co-branded and rewards card programs and need people who can explain rewards plainly and own customer accounts. The Loyalty Program Specialist and Customer Success Manager roles both sit here, and many of these companies are small and growing fast, which fits your top value of learning quickly and moving up early.

    Worth knowing: Payments companies often run background checks and keep strict rules on what you can say to customers, so expect more process than a store.

Your other industries

  • Music streaming and music creator technology in New York City

    You have played guitar since high school, you said you live on Spotify, and you named music streaming and music tech as a target. Your three years at Soundline setting up audio interfaces and music software, and the First Setup clinic you ran for people building their first home studio, are direct product knowledge for companies that sell to musicians. Brooklyn and Manhattan hold a cluster of these companies, many small enough to let you lead projects early.

    Worth knowing: Music companies are popular places to work, so many people apply for each opening; your gear and software setup history is what sets you apart.

Role × industry

  • Customer Success ManagerTravel booking and corporate travel technology startups in New York CityWhy this works for you

    Corporate travel platforms sell to companies and hand each one to an account owner who watches account health. That is the loyalty-tier and corporate-customer tracking you built at Crossway, in the setting you named first: a small, fast-growing team where you can move toward leading one.

  • Product Operations AssociateRewards cards and consumer fintech startups in New York CityWhy this works for you

    Rewards card startups ship travel portals and transfer-partner features that need someone to close the loop back to product on what members hit. You already teach a lot of the 300 people in your points-and-miles group chat to use those features, so you would come in knowing where they break.

  • Rental Sales AgentTravel booking and corporate travel technology startups in New York CityWhy this works for you

    This is your control, and travel is where it already sits. A move to a travel booking company keeps the disruption and rebooking skill you used in the July 2025 surge and swaps the counter for a desk on a weekday schedule.

  • Help Desk Team LeadMusic streaming and music creator technology in New York CityWhy this works for you

    Music tech support queues run on the audio interface and software problems you solved at Soundline. A lead seat there puts you in charge of a team early, which is the value you said you will not compromise on.

  • Onboarding SpecialistMusic streaming and music creator technology in New York CityWhy this works for you

    Creator tools need someone to get a first-time user from setup to working. Your First Setup clinic did that for about 15 people a month, and teaching until it clicks is the energizer you named first.

  • Travel AdvisorTravel booking and corporate travel technology startups in New York CityWhy this works for you

    Startup travel management companies employ advisors who own corporate accounts, not phone queues, which keeps this clear of the airline call centers you ruled out. Check each posting for queue-based work before applying.

  • Loyalty Program SpecialistRewards cards and consumer fintech startups in New York CityWhy this works for you

    This is the product side of credit card travel rewards, which you said is the work you want. Your points-and-miles chat and your family's Japan trip on points are the nearest evidence in your record.

  • Training and Development SpecialistRewards cards and consumer fintech startups in New York CityWhy this works for you

    Fast-growing fintech startups hire enablement trainers for support teams that grow quickly. That keeps this role in a small company setting, not a large corporate HR team, and builds on the 6 agents you trained and the guide you wrote.

  • Customer Experience AnalystMusic streaming and music creator technology in New York CityWhy this works for you

    Streaming apps run on support tickets and usage data, which is where a Voice of the Customer analyst finds what is breaking. You live on these apps as a daily listener, and that helps you read the patterns.

  • Technical Support SpecialistMusic streaming and music creator technology in New York CityWhy this works for you

    Product support at a music tech company is where your Soundline setup work on audio interfaces and music software connects directly to the product. Escalations go to engineering rather than through a scripted queue.

What to search for

  • Customer Success Manager travel startup New York hybrid

    Built from your own words: customer success manager, travel, startup and hybrid.

  • Product Operations Associate fintech New York

    You named product operations yourself. Adding fintech points the search at rewards card companies.

  • Implementation Specialist SaaS New York hybridVocabulary you would not have searched

    Use this in place of your word teaching. Software companies often post onboarding and setup work under Implementation, and the Implementation Manager titles above it pay more.

  • Voice of the Customer analyst New York remoteVocabulary you would not have searched

    Use this in place of your phrase telling the product team what is breaking. Voice of the Customer is the posting term for that work, and it is priced above support roles.

  • Loyalty Program Specialist rewards New YorkVocabulary you would not have searched

    Use this in place of your words points and miles. Rewards card companies post their travel rewards product work under loyalty program titles.

Who to talk to

Thirty organizations

In each industry, the strongest are checked for signs of hiring or growth, with a link to the proof. The rest are for you to research. The research video below shows how. Checked on October 7, 2026: a check mark means the linked page showed a real, active organization with a sign of growth that day. Things change, so look again before you reach out. These are places to research and find people to talk to, not job listings.

Travel booking and corporate travel technology startups in New York City

Path 2

4 checked · 6 to research
Fora Travel✓ Checked

A New York-based platform that trains and equips independent travel advisors with booking software, supplier relationships, and an AI-assisted advisor tool.

This is exactly the advisor-platform / booking-software product side you asked for, built by and for people who do the kind of hands-on rebooking work you did during the Newark surge, with a Manhattan-adjacent, fast-growing team you could learn in and lead early.

Raised money: Fora closed a $60M Series D in July 2026 at a $1B valuation to build more tech tools for travel advisors.

Skift, July 2026

Internova Travel Group✓ Checked

A New York City-headquartered travel conglomerate that owns travel agency networks, advisor platforms and booking brands serving both leisure and corporate travelers.

Headquartered in Manhattan, an easy PATH/subway commute from Jersey City, and runs advisor-facing booking platforms, the product side of travel this person wants, drawing on the hands-on rebooking skills from the Newark surge.

Hiring: Internova hosted a youth travel career summit at its NYC global headquarters and has an active Senior Travel Consultant posting in New York, showing ongoing hiring and community growth.

Internova Travel Group newsroom, April 2026

BCD Travel✓ Checked

A global corporate travel management company providing booking platforms, travel policy tools and advisor services for business travelers.

Its leadership build-out and new hotel-payment technology partnership show a company investing in both people and product, fitting someone who wants to move from the phone queue into building travel products.

Adding leadership: BCD announced planned leadership transitions, including a new global chief commercial officer, to support the company's next phase of growth and innovation.

BCD Travel newsroom, September 2026

Showing 3 of 10

Rewards cards and consumer fintech startups in New York City

Path 3

2 checked · 8 to research
Synchrony✓ Checked

A major consumer financial services company (headquartered in Stamford, CT, near NYC) that issues co-branded and private-label rewards credit cards for large retail and service partners.

Synchrony runs exactly the co-branded rewards card programs this person wants to work on, is in the greater NYC commuting area, and is actively adding new partner programs that need people who can explain rewards to cardholders.

New contract: Synchrony expanded its partnership with Lowe's, becoming issuer of a new co-brand card, and added or renewed more than 15 partners in a single quarter in 2026.

Synchrony Newsroom, April 2026

Bread Financial✓ Checked

A financial services company that builds and manages co-branded and private-label rewards credit card programs for consumer brands.

Bread Financial is actively signing new co-brand card partnerships that will need people to explain card rewards and own cardholder relationships, matching this person's goal of working on credit card travel/rewards programs with a fast-growing program portfolio.

New contract: Ford Motor Company announced a new long-term agreement with Bread Financial to launch a co-branded credit card and installment loan program.

Stock Titan / Nasdaq press release, March 2026

Bilt RewardsWorth researching

A New York company running a rewards program and co-branded credit card that earns points on rent and transfers to airlines and hotels.

Its whole product is transfer partners and points, the subject you already teach your 300-person group chat.

Showing 3 of 10

Music streaming and music creator technology in New York City

3 checked · 7 to research
Create Music Group✓ Checked

A music technology, distribution, and media company providing rights management, royalty, and content tools for independent artists and labels.

Create Music Group just closed one of the largest music-tech raises of the year and is actively expanding its data and technology leadership, offering a fast-growing national player in music creator tech alongside your NYC-focused search.

Raised money: The company completed a $450 million funding round in March 2026, valuing it at $2.2 billion, to support expansion across media, IP, and technology.

Pulse2, March 2026

Weav Music✓ Checked

A Brooklyn-based adaptive-audio technology lab whose software remixes recorded music in real time to match a listener's activity, used in its Weav Run app and licensed to fitness and wellness partners.

Weav is a working Brooklyn music-tech lab building consumer audio software, a close match to your audio-interface and music-software background at Soundline, and small enough that you could reach its product and engineering leads directly.

Raised money: Weav Music announced a $5 million Series A led by King River Capital with Peloton participating, to expand its adaptive music platform into health and wellness.

SGB Media, December 2025

Output✓ Checked

A New York-based music software company making virtual instruments, loop tools, and production apps used by producers and artists worldwide.

Output builds the kind of production software you set up for customers at Soundline, and as a leaner NYC company it offers more room to lead projects early than a giant like Spotify.

Expanding: Output launched a new partnership and consumer product, Yamaha Creator Pass, expanding its funnel across 37 countries, announced on its own blog in March 2026.

Output.com blog, March 2026

Showing 3 of 10

Your next week

Put this report to work

This week

  1. You saved Path 2 and Path 3. Keep it to two or three.
  2. Start with people: at each of these organizations, find two people doing the work and ask them about it.
    • Fora Travel
    • Internova Travel Group
    • BCD Travel
  3. Then run these searches, to see how the work is posted:
    • Customer Success Manager travel startup New York hybrid
    • Product Operations Associate fintech New York
    • Implementation Specialist SaaS New York hybrid
  4. Watch the three videos for the tools and strategies to optimize your job search.
  5. Open the Pathfinder Workbook to Stage 1.

Also in the full report

  • How to read your reportEli walks through a full report section by section: what each part tells you, what to check first, and what to do with it.
  • How to research the paths in your reportHow to check a career path against real postings, find the people already doing the work, and turn the organization list into conversations.
  • How to use the Pathfinder WorkbookHow to work through the four stages, from choosing your Plan A to the conversations that lead to interviews, and how to pace it week by week.
  • The Pathfinder WorkbookA fillable workbook that turns this report into a job search: choose your Plan A, rewrite your resume and LinkedIn for it, practice your pitch, and start the conversations that lead to interviews.
  • Your Plan A pageThe one-page job search action plan from Stage 1, on its own, to fill in and bring to networking conversations.
  • Resume template: two pagesFor ten or more years of experience. A Word file to hand your AI tool with the resume prompt.
  • Resume template: one pageFor earlier careers or a focused change of direction.
  • Cover letter templateMatches the two-page resume, with a requirements table that maps the posting to your experience.

Start your report

How this report was made

Pay. For each role we check job postings that state pay, salary sites, employers' filings with the U.S. Department of Labor, and the government wage survey, and show the most reliable. Reliability is how local, recent and consistent the figures were.

AI estimates. The AI estimates in this report are my reasoned judgement, not measurements. No published source gives the share of a job that AI will take over, so I set each range by going through that role's main tasks one at a time. The tasks come from the job postings read for this report and from your own record. For each one I asked whether today's AI tools already do it well. My reasoning also draws on the Anthropic Economic Index, January, March and June 2026 editions. Those editions describe patterns, not percentages: AI use splits between doing a task outright and helping a person do it, it is concentrated in some occupations more than others, and it usually touches a few tasks inside a job, not the whole job. Treat each range as an informed estimate to check against your own week, not as a measured fact.

This report was written by an AI model, Claude, from your answers and the sources named in it, following a method designed by Eli Bohemond.

Written with Claude Sonnet 5 · method version 11 · labor-market data 2026-09-15