Production Engineer - Applied Machine Learning Engine (Singapore)
Singapore, Singapore
SGD 182K-270K (estimate) Executive-level Full Time
Tasks
- Automate rollback and pre flight checks
- Build SLO SLA observability and alerting
- Drive CI CD and automated canary deployments
- Ensure stability for scheduling and orchestration pipelines
- Forecast capacity and perform elastic scaling
- Govern and optimize GPU CPU storage and network resources
- Implement self healing and disaster recovery processes
- Manage production operations for machine learning training inference and storage
- Manage quotas perform cost attribution and performance tuning
- Run on call incident diagnosis and postmortem reviews
Perks/Benefits
- N/A
Skills/Tech-stack
Alerting | CI/CD | Canary Deployment | Capacity forecasting | Cost attribution | Disaster Recovery | Disaster Recovery Planning | Distributed Training | Elastic scaling | GPU | Incident Management | Kubernetes | Learning operations | Machine Learning | Machine Learning Operations | Model Training | NoSQL | Observability | Online Inference | Parameter Server | Performance Tuning | Postmortem | Quota Management | Recovery Planning | Resource Governance
Education
N/A
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