Job Rankings

Explore data-driven rankings of occupations by automation risk, wages, growth and more.

Data-driven methodology using O*NET and official labour series
Filter and sort within each ranking to refine your view
Community voting is displayed where available

All rankings

Understand Our Rankings

Our rankings turn occupation attributes and labour-market data into clear, comparable lists. They’re designed to help students, professionals and policymakers make informed decisions without overstating certainty.

Data-Driven

We combine O*NET attributes with official labour data and our in-house model to turn complex signals into clear, comparable rankings.

Automation Risk

This estimates how exposed each role is to AI and robotics; where available, community votes appear alongside the model for context.

Job Score

A single 0–10 rating that blends pay, projected growth, job volume and risk so you can scan and compare occupations at a glance.

Filter & Sort

Use filters for pay, growth and risk, then sort ascending or descending to focus on roles that match your goals and constraints.

Kept Fresh

We refresh inputs when O*NET and official series update, so results stay current as labour markets and technologies evolve.