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Product

AI job boardJobs matched to youAutomated Job trackingEvery application, one boardAI resume builderTailored to each jobCover letter generatorPersonalised in secondsOutreach email generatorEmails in your own voiceJob compatibility analysisKnow your matchCompany researchInstant company briefsAI mock interviewPractice with feedbackCareer pathfinderMap where you go next
For Universities

Resources

AboutThe team and the missionBlogCareer strategy and adviceUser guidesHow to use FirstResumeStudent offerFree Premium with a university emailEventsCareer fairs, talks and networkingContact usWe read everything
PricingJoin Community
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All guides

Contents

  • Before you start
  • Search a role by name
  • Let Pathfinder suggest roles
  • Save the path
  • Open a saved path
  • Tips

Pathfinder

Explore a career path

Name a role or let Pathfinder suggest some, read the full write-up, then press Save to keep it and open it again under Saved Paths.

Updated 15 September 2026 · 3 min read

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Contents

  • Before you start
  • Search a role by name
  • Let Pathfinder suggest roles
  • Save the path
  • Open a saved path
  • Tips

Pathfinder writes you a dossier on one role: what the job involves, why it might suit you, the skills to build, companies to target and how to break in. Two buttons get you there, and Save is the only thing that keeps the result.

Before you start

Pathfinder does nothing until your profile is complete, which in practice means uploading your CV. Press either button with a thin profile and the profile-building window opens instead of a path. If the AI gives up you get "Complete Your Profile", asking for your resume.

Use a desktop browser. Pathfinder is not available on mobile.

Search a role by name

  1. Open Pathfinder from the sidebar. It opens on the Pathfinder tab, headed "Unsure about your career?".
  2. Type a job title into the first card, I want to know the career path of a.... The placeholder shows "Full Stack Developer". A specific title gets you a specific answer.
  3. Press Generate Career Path and wait through "Loading career details...".
AT

Pathfinder

Pathfinder

Saved Paths

Unsure about your career?

Explore career paths that suits you! Get ideas for career progression based on your profile, along with detailed explanations, unique insights and tips for how to land a job on that path.

I want to know the career path of a...

Full Stack Developer
Generate Career Path

Or

Discover job roles that match your profile

Generate Career Paths
Pathfinder: type a job title into the first card, or use Generate Career Paths in the second for suggestions.

Let Pathfinder suggest roles

Below the "Or" divider, press Generate Career Paths on the second card, Discover job roles that match your profile. The button reads Generating... while it works, then suggested roles appear with a line each on what they involve. Press Explore Career Path on one and you land on the same kind of page as a typed title.

"No careers found" means the AI had too little to work from. Put more of your experience and skills into your profile, then try again. The suggestion list is not stored either, so moving between suggestions means generating the list each time.

Save the path

The path page carries the role title, a green Good Match pill where the AI rates it a fit, and seven cards. Read a career path goes through them.

Save, at the top right, keeps the page. Press it and the stored copy opens in its place, with no message to confirm it. Press Back to Pathfinder instead, or click into any other part of the app, and the path is gone; generating the same title again gets you a fresh write-up rather than that one.

AT

Pathfinder

PathfinderSaved Paths

Product Data Analyst

Suggested for Alex Tan, based on your profile and saved jobs

Good Match

About the role

Product data analysts sit next to a product team and answer the questions that decide what gets built. You own the reporting a squad runs on, design and read experiments, and turn messy event data into a clear recommendation. It is the natural next step from a product-facing internship like your one at Helix Studio, and it overlaps closely with the Graduate Data Analyst role you saved at Nimbus Analytics.

Desired skills

Hard skills:

SQLPython (pandas)Experiment designCohort analysisData modellingDashboard designApplied statistics

Soft skills:

Storytelling with dataStakeholder communicationCuriosityAttention to detailWorking across teams

Tools, software and certification:

TableauLookerdbtBigQueryAmplitudeGoogle Data Analytics Certificate

Companies to look for

Nimbus Analytics

nimbusanalytics.com/careers

A career path page: the Good Match pill, About the role and Desired skills.

Open a saved path

Press Saved Paths in the tab bar. The table lists CAREER PATH and CREATED ON, the date in day/month/year, and clicking a row opens the read-only copy.

AT

Pathfinder

Pathfinder

Saved Paths

Career PathCreated On
Product Data Analyst21/08/2026
Growth Analyst14/08/2026
Data Engineer02/08/2026
Business Intelligence Analyst28/07/2026
The Saved Paths table: one row per saved path, with the role under CAREER PATH and the save date under CREATED ON.

The table has no delete, no rename and no folders, so it only grows. A saved path also stays the version from the day you generated it. After a real change to your background, generate the role again and save that copy alongside the old one.

Tips

  • Hover over the tab bar and you see "AI can make mistakes. Review and edit the details before proceeding". Check the companies and requirements against their own careers pages.
  • Try variations of a title, such as "Data Analyst" and "Product Data Analyst". The companies and the strategy differ.

Was this guide useful? Tell us what is missing on the contact page.

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More in pathfinder

  • Read a career path

    What the Good Match pill means, which of the seven cards are worth your time, and how to turn Desired skills and Strategy into something you do.

    Updated 15 September 2026 · 2 min read

  • Popular

    What FirstResume is

    You keep one profile. Paste a job advert and FirstResume writes a tailored resume, cover letter and interview prep for that job, then tracks it.

    Updated 15 September 2026 · 2 min read

  • What happens after you add a job

    Job summary and compatibility run on their own. The resume is yours to start, and cover letter, outreach and interview prep wait until it exists.

    Updated 15 September 2026 · 2 min read

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Jobs

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Nimbus AnalyticsToday

Graduate Data Analyst

Singapore
Hybrid
0-2 years
$4.2k – $5.5k / month
Today
Join our insights team and turn product data into decisions. You will build dashboards, run experiments and present findings to teams across the company.Read more
V
Vertex Digital2 days ago

Junior Product Manager

London
Remote OK
0-2 years
£38k – £45k / year
2 days ago
Own the roadmap for our onboarding flows. You will work with design and engineering to ship improvements every sprint and talk to users weekly.Read more
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Northwind Group3 days ago

Marketing Associate

Hong Kong
On-site
1-3 years
HK$22k – 28k / month
3 days ago
Run campaigns end to end across paid and organic channels, and help shape the voice of a fast-growing consumer brand.Read more
NI

Graduate Data Analyst

Nimbus Analytics

Singapore · Full-time · $4.2k – $5.5k / month

Salary

$4.2k – $5.5k / month

Experience Level

0-2 years

Job Type

Full-time

Work Arrangement

Hybrid

Requirements Summary

A degree in a quantitative field, working SQL and Python, and the curiosity to turn ambiguous questions into clear analysis. Experience with dashboards such as Tableau or Looker is a plus.

About the Job

Nimbus Analytics helps consumer teams understand how their products are used. As a Graduate Data Analyst you will sit with the insights team, own weekly reporting, and turn product questions into experiments, presenting what you find directly to decision makers.

Start preparing your application

Tailored resume, cover letter and interview prep for this job

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