Data Scientist - Production Engineering
Core
Operationalizing, optimizing, and scaling data science models and systems for production environments.
Role type
Senior IC production data scientist / ML engineer
Builds
Production-ready data science models, pipelines, and workflows for marketing automation
Domain
Marketing technology / Data engineering
Deliverable
production ML models | infrastructure
Required skills
Python, large dataset handling, data pipeline orchestration, cloud platform expertise, data warehouse optimization, distributed computing, statistics, modeling concepts
Preferred skills
LLM model experience, query optimization, cost management, small team autonomy
Technologies
Python, AWS (Glue, Athena, ECS, S3), Snowflake, BigQuery, Dagster, Airflow
Responsibilities
Optimize existing models for performance and scalability, translate research code to production, improve memory/runtime efficiency, maintain production pipelines, debug production issues, improve monitoring and maintainability
Seniority
Mid-Senior, hands-on IC