You have 3+ years of experience shipping AI-powered systems in production, and a background in computer science, math, physics, engineering, or another technical or scientific field. You’re strong in Python and fluent in the patterns of modern LLM engineering: agents, MCP, skills, tool use, retrieval, structured outputs, and evals.
You’re also a real software engineer underneath. CI/CD, testing, version control hygiene, and code quality matter to you, because they’re what let you keep moving fast without things falling over. You understand how to balance accuracy, latency, cost, and maintainability, and you’ve debugged enough production systems to have opinions about it. You’re comfortable wrapping AI logic into services that other engineers can consume without surprises.