Production Engineer - Applied Machine Learning Engine (Singapore)
Tasks
- 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
Perks/Benefits
- N/A
Skills/Tech-stack
Alerting | Automated rollback | C++ | CI/CD | Canary Deployment | Capacity forecasting | Disaster Recovery | Distributed Training | Elastic scaling | FinOps | GPU clusters | Go | Gradual Deployment | Incident Management | Inference Serving | Kubernetes | Linux | Machine Learning | Model Inference | Model Training | NoSQL | Observability | On-Call | Online Inference | Online Inference Serving | Parameter Server | Performance Tuning | Postmortem | Python | Quota Management | Resource Governance | SLA | SLO | Shell
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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