ML Engineer

Job Title: ML Engineer

Location: Minneapolis, MN

Type: Full Time

Job Description:

• Take offline models data scientists build and turn them into a real machine learning production system
• Build and deploy training and serving pipelines for ML models in GCP
• Identify and evaluate new technologies to improve performance, maintainability, and reliability of existing machine learning systems
• Work with upstream and downstream engineering teams to define the data contract for serving in platforms such as KubeFlow Vertex AI
• Work as a liaison with Data Science and Data Engineering team to understand the data schema and convey changes and updates to the respective teams
• Scope latency issues for multi-cloud deployments (AWS vs GCP) to enable real-time ML serving
• Enable dataset permissions, onboard pip packages to enterprise ML platform registry for Security approval, creating custom Docker images from base Python images