Senior Machine Learning Engineer

Krisvconsulting Services Pte Ltd

📍 Singapore, Singapore, Singapore

Full-time other-general

Job Description

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