Senior Staff Machine Learning Platform Engineer
Core
Architect and evolve the company-wide ML platform to enable data science teams and production workloads for independent retailers.
Role type
Senior Staff Machine Learning Platform Engineer
Builds
Scalable ML workflows, training/inference systems, feature management, and governance infrastructure.
Domain
Retail technology, Cloud Infrastructure, Machine Learning Platform Engineering
Deliverable
production ML models | infrastructure
Required skills
Databricks lakehouse architecture, Unity Catalog, Spark, distributed systems, cloud architecture, technical leadership, MLOps, model lifecycle management
Preferred skills
LLM workflow integration, open source ML infrastructure contributions, research publications
Technologies
Databricks, Unity Catalog, Spark, Delta Lake, MLflow, Kafka, Snowflake, Iceberg, AWS, Kubernetes, Terraform, Python, PyTorch, PySpark
Responsibilities
Define long-term ML platform architecture, establish company-wide standards for code quality and MLOps, lead adoption of data/ML mesh patterns, optimize platform performance and cost, serve as senior technical advisor, mentor ML engineers
Seniority
Senior Staff, hands-on IC with strategic influence
