CareerLens
AI job discovery and CV tailoring, on a map.
What we were handed.
Job hunting across borders means the same CV sent to two hundred listings, none of it tuned to the role. The tailoring work that actually moves the needle is tedious enough that nobody does it, and no job board tells you what a market looks like before you commit to moving there.
What we built.
CareerLens aggregates listings from multiple job sources and plots them on a map you can re-centre on any city — so you can survey a market before relocating. Feed it your CV as a PDF and Claude analyses it against a specific listing, then rewrites it for that role. A Career tab tracks goals and records every apply, save and tailor event automatically.
The app, screen by screen.
Three of the flows that shaped every architecture decision, rebuilt here as interactive mockups.
See a job market before you move to it.
Listings from multiple job sources are plotted on an interactive map you can re-centre on any city in the world. Relocation chips and free-text search let you survey Dubai, Berlin or Riyadh from your sofa before committing to anything.
Your CV, rewritten for the role in front of you.
Upload your CV as a PDF and Claude analyses it against a specific listing — what matches, what's missing, what to lead with. Then it rewrites the CV for that role and hands back a PDF. Found a job somewhere else? Paste it in manually and get the same treatment.
Goals that track themselves.
The Career tab holds your targets — applications sent, roles tailored, markets explored — and updates them automatically from what you actually do in the app. No manual logging, which is the reason job-search trackers get abandoned.
Features that matter.
A curated list. These are the features that shaped the architecture rather than the full backlog.
Map-first job discovery with a relocate-anywhere search
CV analysis and per-role tailoring via the Claude API, PDF in and out
Manual job entry — tailor your CV against a listing found anywhere
Relocation explorer with destination chips and free-text city search
Career goals that self-update from apply, save and tailor activity
Multi-source job aggregation across regional and global boards