Free Skill Assessment

A short, realistic interview simulation for Data Analyst and AI Product Engineer roles. Every decision needs a reason. Once submitted, an answer is locked.

1. Pick a fellowshipThen choose a role and starting level.

2. Do the work sampleThree decisions and three explanations per level.

3. Get the verdictSee a score, specific gaps and a candid summary.

Loading assessment…

What the free skill assessment covers

Data Analyst skill assessment

Practise decisions about data quality, SQL, reporting, dashboards and business metrics. Choose from Data Analyst, BI Analyst, Operations & Commercial Data Analyst, or Product & Growth Analyst.

Data Analyst curriculum

AI Product Engineer skill assessment

Work through scenarios involving Python, model evaluation, LLM outputs or AI product releases. Choose from eight career paths, including AI/ML Engineer, LLM Application Developer and Prompt Engineer.

AI Product Engineer curriculum

Start at any of five difficulty levels. Each level includes three work scenarios. After you submit your decisions and reasoning, you get a score, feedback and a breakdown of your time. There is no time limit.