Manager of Machine Learning - AI Modeling and Operation
Tasks
- Build CI CD for machine learning models
- Build operational dashboards for platform health and usage
- Collaborate with product teams for production readiness
- Establish SLOs and manage incident response
- Implement model evaluation and quality measurement
- Improve reliability service availability and developer experience
- Integrate and route requests across frontier model providers
- Lead machine learning team growth and coaching
- Monitor model observability and drift
- Own machine learning model lifecycle
Perks/Benefits
Skills/Tech-stack
AWS | AWS Bedrock | Airflow | Azure | Azure OpenAI | CI/CD | ClearML | Cloud platform | Databases | Datadog | Drift Detection | GPU Model Serving | Google Cloud | Google Cloud Platform | Grafana | Incident Response | Infrastructure as Code | Kubeflow | Kubernetes | Latency monitoring | Load Balancing | Machine Learning | Microservices | Model Deployment | Model Registry | Model Serving | Model Training | Monitoring | Observability | Prometheus | RAG | SLO/SLI | “as-code”
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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