ML Engineer (Coding Agent Experience)

ML Engineer (Coding Agent Experience) is a remote engineering review track for evaluating production code, debugging traces, and developer-facing AI outputs against real-world correctness standards. Reviewers reproduce failures, write the unit test the model should have written, and explain the fix so the modeling team can target the gap. ## **Why this role matters** Engineering model quality lives or dies on whether the generated code actually compiles, passes tests, and handles edge cases. A