Senior Data Engineer (Python / AWS / ML Pipelines)
Core
Build and operate large-scale data and machine learning pipelines in production to turn models into reliable workflows.
Role type
Senior IC data engineer (ML pipelines)
Builds
Production-grade data and ML pipelines for forecasting and data-driven decision-making (via careerplan.io/jobs/110def57-17c1-4b1b-85f2-66f3d7da5d79-senior-data-engineer-python-aws-ml-pipelines-at-jobgether)
Domain
Cloud infrastructure + machine learning operations
Deliverable
production ML models
Required skills
Python, AWS, Apache Airflow, AWS Step Functions, AWS Glue, AWS SageMaker, ETL, workflow orchestration, scalable system design, troubleshooting
Preferred skills
GCP, monitoring and observability tools
Responsibilities
Build and maintain production data/ML pipelines; Develop scalable ETL workflows; Design and orchestrate workflows with Airflow/Step Functions; Deploy ML models via SageMaker; Monitor pipeline health and troubleshoot issues; Contribute to data platform architecture
Seniority
Senior, hands-on IC
