Staff Machine Learning Platform Engineer
Core
Design, improve, and operate a scalable ML platform to accelerate model training, deployment, and governance for Faire's data science teams.
Role type
Staff Machine Learning Platform Engineer
Builds
Scalable ML infrastructure, CI/CD pipelines, and governance systems for production ML workloads.
Domain
Wholesale e-commerce / Machine Learning Infrastructure
Deliverable
infrastructure
Required skills
Databricks, Spark, Delta Lake, MLflow, Python, SQL, Terraform, Kubernetes, AWS, MLOps, CI/CD, IAM/RBAC, observability
Preferred skills
Unity Catalog, Airflow, Snowflake, Kafka, PyTorch, Generative AI tools
Technologies
Databricks, Spark, Delta Lake, MLflow, Terraform, Kubernetes, AWS, SageMaker, Kafka, Snowflake, Airflow, PyTorch, Unity Catalog
Responsibilities
Design and operate ML infrastructure including workspaces, clusters, and workflows; Productionize ML workloads; Teach data scientists to utilize the ML platform; Implement data governance and access controls; Build CI/CD pipelines; Optimize performance and cost; Configure IAM and RBAC; Establish observability for data quality and model performance.
Seniority
Staff, hands-on IC with strategic scope
