My own product
TrabahoLens
An interactive map of more than 500 Philippine occupations, showing which are most exposed to AI and why.
- Researchers, policymakers, and anyone wondering how AI affects Philippine jobs
- Founder & Lead Developer
- April 2026
The situation
Most reporting on AI and jobs is written about American work. It transfers badly to the Philippines, where overseas employment and a large informal economy change which jobs are actually at risk.
What I built
I mapped over 500 occupations to Philippine job classifications, with local wage, employment and informality estimates attached. Each was scored for AI exposure against conditions specific to the country — overseas work, the informal sector, gig platforms, infrastructure. The result is an explorable map you can view by exposure, wage, education, hiring demand, overseas concentration or informal share.
What it lets people do
- 01Explore 500+ occupations by AI exposure
- 02Switch the view to wages, education, hiring demand or overseas share
- 03See why a given job scores as it does under Philippine conditions
Under the hood
The tools this is built with. You do not need to know any of them to use it — open one if you are curious what it does.