The data you will build pipelines for is not transactional data or clickstream data. You will develop rare expertise in ML-ready scientific data pipelines that very few data engineers in Singapore or globally have built.
Build and maintain reliable, versioned feature engineering pipelines that transform raw engineering, sensor, and operational data into structured ML-ready feature sets — delivered to…
Design and operate data quality checks covering completeness, schema consistency, statistical distribution stability…
Data Versioning, Lineage & Drift Detection: Build and maintain training data versioning and lineage tracking — ensuring full reproducibility of all model training runs…
Data Contracts & Governance — Guided Implementation: Implement and maintain agreed data contracts between upstream data producers and downstream ML consumers…
Bachelor's or Master's degree in AI, Computer Science, Data Engineering, Electrical Engineering, Applied Mathematics, or related field. AI major preferred…
Strong proficiency — primary pipeline development language.
Strong proficiency — complex queries, window functions, data transformation logic.
Batch pipeline architecture; reliability, schema management, fault tolerance; Pipeline orchestration (Airflow, Prefect, AWS Glue Jobs).
Experience: Senior-level · 2–3 years · Job type: Full-time
More open roles like this one
Pasig City, 00, PhilippinesAsia-Pacific
District 2, Thu Duc City, Ho Chi Minh, VietnamAsia-Pacific
Shanghai, Shanghai, ChinaChina & Hong Kong
Mandarin
Principal Engineer - Data Engineering · Western Digital
Don't have an account? Already have an account?