Staff ML Engineer — Computer Vision & Production ML

Western Digital; Singapore; On-site; SGD 60,000 - 90,000; Full time

Job summary

Western Digital Singapore is seeking a junior ML engineer to join a focused AI team solving hard scientific problems in precision product development. You will own two real responsibilities from day one—not toy tasks—and work under mentorship from engineers and researchers who have worked at world-class institutions.

You will be exposed to physics-informed AI, Bayesian methods, and production ML systems, with opportunities to learn quickly and contribute to real product development early in your

Qualifications

• Fresh graduate to 1 year. Work experience not required — demonstrable ML project competency is the primary criterion.
• Strong final-year project or thesis with a clear ML component; research internship preferred.
• Learning mindset and ability to self-direct learning outside coursework

Responsibilities

• Experiment Tracking & Evaluation Reporting: Own MLflow experiment logging for assigned team model runs; produce structured evaluation reports.
• Training Data Quality Validation: Validate training datasets with feature distribution checks, label verification, anomaly flagging.
• Deep Learning Model Contribution: Build and train CNN-based models for image classification and defect detection; contribute to model evaluation and training run analysis.
• ML Pipeline Contribution: Package models in Docker; contribute to CI/CD scripts; run inference tests and support deployment validation.

Job description

Western Digital Singapore is seeking a junior ML engineer to join a focused AI team solving hard scientific problems in precision product development. You will own two real responsibilities from day one—not toy tasks—and work under mentorship from engineers and researchers who have worked at world-class institutions.

You will be exposed to physics-informed AI, Bayesian methods, and production ML systems, with opportunities to learn quickly and contribute to real product development early in your