Machine Learning/AI Engineer

Build ML services and APIs; Conduct code reviews; Conduct design reviews; Define offline evaluation metrics; Design ML model architectures; Design for cold start; Design for data drift; Design for feedback loops; Design for label leakage; Design for train serve skew; Ingest data for ML training; Integrate ML models into production systems; Investigate root causes before proposing solutions; Make ML versus heuristic decisions; Make build-versus-buy decisions; Mentor team members; Monitor ML syste