Machine Learning Engineer

Job Summary

Seeking a full-time Machine Learning Engineer to work remotely, who will manage feature engineering pipelines, rule validation frameworks, and model monitoring while leveraging Databricks and Snowflake technologies.

Key responsibilities

• Develop and maintain feature engineering pipelines in Databricks and manage the feature store
• Implement rule validation frameworks and monitor rule performance metrics
• Oversee CI/CD processes for data pipelines and model deployment, including automated testing and promotion

Required qualifications

• 3-5 years of experience with Databricks and Snowflake, including SQL expertise
• Proficiency in Python with at least 3 years of experience
• Experience with healthcare claims data (CPT, ICD-10)
• Knowledge of YAML rules authoring or validation
• Familiarity with MLflow for experiment tracking and model versioning