Senior Machine Learning Engineer
Location
Singapore, Singapore
Job Type
Full-time
Category
other-general
Posted
July 17, 2026
Key Responsibilites
- Design, implement, and manage MLOps workflows and tools for ML & GenAI solutions.
- Ensure stability, reliability, and performance of ML models and pipelines.
- Oversee model lifecycle operations: registry, versioning, deployment tracking, lineage, reproducibility, and governance.
- Implement monitoring for data drift, model performance, inference quality, and service-level issues.
- Develop incident handling, recovery, rollback, and escalation procedures.
- Support data quality, dataset versioning, lineage tracking, and governance practices.
Key Requirements
- Bachelor's/Master's in Computer Science or related field.
- Strong experience with MLOps tools (MLflow, Databricks, Azure ML, etc.).
- Proficiency in SQL, Databricks, Power BI/Tableau