Data Engineer
Core
Building and deploying end-to-end machine learning models and efficient data pipelines for production.
Role type
Senior Data Engineer (ML focus)
Builds
Production ML models, batch and streaming data pipelines, data architecture
Domain
Cloud data engineering and machine learning
Deliverable
production ML models | infrastructure
Required skills
Python, SQL, TensorFlow, PyTorch, Spark, Azure, AWS, relational and NoSQL databases, data integration, data profiling, validation, cleansing, CI/CD, test-driven development, version control
Preferred skills
deep learning techniques, distributed data processing
Technologies
TensorFlow, PyTorch, Spark, Azure, AWS
Responsibilities
Build data pipelines and architecture; Deploy TensorFlow and PyTorch models into production; Handle structured and unstructured data sources; Implement efficient batch and streaming pipelines.
