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Home > Free tools > AI Engineer Readiness Test

Would you pass an AI engineer interview today?

This is a test, not a self-rating: every question has a right answer, so your result shows what you actually know. 24 interview-style questions across the 8 areas hiring teams test in 2026: LLMs, prompting, RAG, agents, evals, Python, production and security. You get a scorecard, your level against the hiring bar and every answer explained.

About 12 minutes

Real questions with right and wrong answers, not a self-rating. Your answers stay in your browser.

The scorecard

One question at a time. Tick "I'm guessing" when you are not sure; it does not change your score, but it shows how well you know what you know.

What you get

Built from what applied-AI interview loops test in 2026, where the focus has moved from training models to building reliable systems on models you do not control.

A domain scorecard8 areas, each scored from a core, an applied and an advanced question.
Your levelFoundation, Developing, Job-ready or Senior-ready, with the gaps that hold you back.
Confidence checkHow often you were sure and right, and where you were sure and wrong.
Every answer explainedWhy the right answer is right, written so you can use it in an interview.

The 8 domains

How it is scored

Questions. 24 multiple-choice questions, three per domain: core, applied and advanced, worth 1, 2 and 3 points. The total is out of 48 and shown as a percentage. The code questions were checked by running the code.

Levels. Senior-ready 85% and above, Job-ready 65 to 84%, Developing 40 to 64%, Foundation below 40%. If any domain scores 1 or less out of 6, the level is capped at Developing, because interview loops test every area.

Confidence. Ticking "I'm guessing" never changes your score. It is used only to show how often you were sure and right.

The level is AgileFever's guide to how interviews tend to go, not a hiring decision or a certificate. Program facts come from the program pages and can change.

Written by the AgileFever editorial team. A practice scorecard, not a certification. Program hours come from the program pages and can change.