Data Engineer
Core
Design, build, and operate reproducible data and machine learning pipelines for production environments.
Role type
Senior Data Engineer (ML focus)
Builds
Production ML models and data pipelines
Domain
Data Engineering / Machine Learning
Deliverable
production ML models
Required skills
Python, SQL, scikit-learn, pandas, numpy, PyTorch, TensorFlow, Git, MLflow, Great Expectations
Preferred skills
Statistical validation, model monitoring, drift detection, retraining, entity resolution
Responsibilities
Build and operate reproducible data and model pipelines; implement data validation, reconciliation, and quality controls; deploy and monitor solutions in production; take prototypes to robust, scalable solutions.
Seniority
Mid-Senior, hands-on IC
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