Lead Machine Learning Engineer

Lead Machine Learning Engineer

Must Haves:

6+ years ML Engineering / Software Engineering experience

Strong Python

Spark & distributed data processing

ML platform architecture experience

Production ML deployment experience

CI/CD for ML systems

Docker & Kubernetes

Cloud ML platforms (Vertex AI preferred, Azure/Google Cloud Platform acceptable)

Monitoring, observability, model lifecycle management

Ability to design reusable ML engineering patterns across teams

Technical leadership / architecture influence

Experience partnering with Data Scientists, Data Engineers, Product & Platform teams

Nice to Have:

Recommendation & Search systems

Retrieval systems

Model registries

Real-time inference systems

MLflow, Databricks, Terraform/IaC