Databricks Data Scientist
Core
Develop, train, evaluate, and deploy machine learning and statistical models on the Databricks platform to support business decisions and mission needs.
Role type
Senior IC Databricks Data Scientist
Builds
Production ML models, feature engineering workflows, and model training pipelines for clients
Domain
Data Science & Analytics, Cloud-Native Data Platforms (Databricks)
Deliverable
production ML models
Required skills
Python, SQL, Machine Learning, Statistical Modeling, Databricks, Spark, Delta Lake, MLflow, Model Governance, Data Preparation, Feature Engineering, Model Monitoring
Preferred skills
GenAI/LLM workflows, Mosaic AI, Unity Catalog, CI/CD for ML, Cloud Platforms (Azure/AWS/GCP), Consulting Delivery
Technologies
Databricks, Spark, Delta Lake, MLflow, Unity Catalog, Mosaic AI, Azure, AWS, GCP
Responsibilities
Develop and optimize Python/SQL workflows for data exploration and model development; Design reusable feature engineering and model training pipelines; Monitor deployed models for performance drift and operational issues; Translate business requirements into analytical solutions; Document models and methodologies for reproducibility and governance.
Seniority
Mid-to-Senior, hands-on IC