Lead Data Engineer, ML-Ready Pipelines

WD Media (Singapore) Pte Ltd

Singapore

On-site

SGD 48,000 - 80,000

Full time

7 days ago

Be an early applicant

Application generator

Stand out for this role — generate a tailored resume and cover letter in about a minute.

Get past ATS filters

Job summary

WD Media (Singapore) Pte Ltd is seeking a data engineer to design and maintain ML-ready data pipelines for experimental product development. You will build feature stores, data quality checks, and lineage tracking to ensure reproducible model training and robust data governance.

The role emphasizes collaborative, iterative pipeline development on real-time and synthetic data streams. The ideal candidate has Python/SQL strengths, hands-on experience with batch and real-time pipelines, and a keen

Qualifications

Proven ability to build end-to-end data pipelines in academic, internship, or project settings.
Strong Python and SQL skills with pipeline design fundamentals.
Familiarity with data quality, lineage, and versioning concepts.
Awareness of how data affects ML training and model performance.

Responsibilities

Build and maintain versioned feature engineering pipelines from raw sensor and engineering data.
Design data quality checks for completeness, schema, and distribution stability.
Implement training data lineage and reproducibility measures across pipelines.
Define data contracts between data producers and ML consumers under governance.
Contribute to real-time sensor data ingestion pipelines and synthetic data support.
Develop ML-ready data platforms with integrated validation and monitoring.