Yale students breaking into OpenAI PM career path and interview prep
12 min read
For engineers moving into AI
Interview loops, comp and system-design guides for AI engineers: RAG, agents, evals and inference, written for how frontier labs and Big Tech actually hire in 2026.
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OpenAI product manager pay, broken down: average base, how the bonus works, RSU value by level, and the negotiation levers PM candidates use when comparing offers.
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Chunking, hybrid search and retrieval evals for production RAG.
Explore →Agent architectures, tool use and orchestration that survive real traffic.
Explore →LLM-as-judge, offline and online evals, and how interviewers test them.
Explore →Interview loops, levels and compensation at AI labs and Big Tech.
Explore →The playbook
The interview loop that didn't exist two years ago, in one book: what AI engineer interviewers evaluate, the skill stack they probe, and LLM system design end to end.
New and updated guides on LLM systems, AI interviews and AI engineering careers.