Production Engineer - Applied Machine Learning Engine (Singapore)
Summary
This role focuses on maintaining and optimizing production systems for applied machine learning, including CI/CD pipelines, observability, SLO/SLA frameworks, and incident response to ensure stable AI model training, inference, and storage operations.
- Automate rollback and pre flight checks
- Build and maintain SLO SLA frameworks
- Conduct system health inspections and capacity forecasting
- Develop CI/CD pipelines and deployment strategies
- Ensure availability for training inference and storage systems
- Implement observability alerting and on call processes
- Manage production operations and stability
- Optimize resource governance and performance tuning
- Perform incident diagnosis and self healing
- Run disaster recovery and postmortem reviews