M/L Ops Engineer
GA250 - Atlanta GA, United States
USD 113K-167K (estimate) Mid-level Full Time
Tasks
- Automate job scheduling and canary releases
- Build and deploy machine learning pipelines
- Configure dashboards and alerts for performance drift and health
- Configure orchestration workflows
- Deploy containerized inference services
- Deploy microservices on Kubernetes
- Implement versioning monitoring and rollback
- Maintain deployment playbooks and incident response procedures
- Participate in incident response and root cause analysis
Perks/Benefits
- N/A
Skills/Tech-stack
Alerting | Canary Releases | Cause analysis | Containerization | Data Analysis | Data Drift | Data Drift Detection | DevOps | Docker | Drift Detection | Incident Management | Kubernetes | MLOps | Machine Learning | Model Deployment | Monitoring | Pipeline Development | Quality checks | Rollback | Root Cause Analysis | Root cause | Secure Configuration | Service Level | Service Level Agreements | Version control | Workflow Orchestration
Education
Roles
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