Tutorial Interviews and Careers

Interviews and careers

What a forward deployed engineer does, six frameworks for answering AI interview questions, and deep question banks with strong answers for AI product managers, forward deployed engineers, GenAI engineers, agentic AI engineers and AWS roles.

7 lessons · about 73 minutes · Five roles, frameworks, real depth

Every lesson opens on the site, where the pictures are live and the text is searchable: start this track ↗, or pick a lesson.

#	Lesson	What it covers	Time
1	What Is a Forward Deployed Engineer? The FDE Role, Explained	What a forward deployed engineer (FDE) does, where the role came from, how it differs from a solutions architect, and why AI labs now hire FDEs.	9 min
2	How to Answer AI Interview Questions: Six Frameworks	Six frameworks for AI interview questions: design, good enough or not, wrong answers, cost, incidents and behavioural stories, each with a worked example.	8 min
3	AI Product Manager Interview Questions, with Frameworks	Ten deep AI product manager interview questions on AI judgement, design, metrics, evaluation, strategy, cost and leadership, each with a framework and answer.	11 min
4	Forward Deployed Engineer Interview Questions and Answers	Ten forward deployed engineer (FDE) interview questions (discovery, demos, evaluation, debugging, design, handover and pushback) with strong answers.	11 min
5	GenAI Engineer Interview Questions: RAG, Evals and Cost	Ten deep GenAI engineer interview questions on RAG failures, evaluation, fine-tuning, latency, cost, prompt injection, structured output and memory.	11 min
6	Agentic AI Engineer Interview Questions and Answers	Ten agentic AI engineer interview questions: the agent loop, enforced limits, tool design, MCP security, multi-agent systems, evaluation and runaways.	11 min
7	AWS Generative AI Interview Questions: Bedrock, AgentCore	Ten AWS generative AI interview questions on Bedrock, AgentCore, Strands, Knowledge Bases, Guardrails, IAM, cost and resilience, with architecture answers.	12 min

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Teaching it? Session 8 · Practice and roles in the Cohort Kit turn this track into ninety-minute sessions.

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