"AI Engineer" means different things at different companies, and the titles keep shifting. Sort responsibilities, skills, and real job titles into the right bucket across 6 rounds, and walk away knowing exactly what each role actually does.
Builds the model from scratch — design, train, prove it with a metric.
Runs the model in production — serve it, monitor it, retrain it.
Wires someone else's model into a product — prompts, RAG, evaluation.
Ships AI at the customer's desk — code and the conversation.
Tap a card, then tap the role it belongs to.
0 of 6 placed
Same idea, more cards. Which role's toolbox does each skill belong in?
0 of 9 placed
"AI Engineer" splits into three very different jobs. Sort each task into AI-First, AI-Support, or classic ML.
0 of 6 placed
These are real titles pulled from job postings. Which core role does each one map to?
0 of 8 placed
Both write code and both use LLMs. The difference is who they sit with and what they own.
0 of 6 placed
Responsibilities, skills, and titles, all mixed together. Sort every card into its role for the win.
0 of 12 placed
Final score: 0 / 0