AI/ML Support Automation Analyst
Tasks
- Assist in governance and compliance reviews
- Build CI CD pipelines for reproducible deployment
- Create and maintain AI ML and MLOps benchmarks
- Create training content and user documentation
- Deploy and maintain container registries and model registries
- Deploy and maintain observability and monitoring stacks
- Design MLOps workflows and pipelines at scale
- Design and deploy APIs for AI ML inference endpoints
- Develop and maintain OCI compliant container images
- Implement Kubernetes orchestration configurations
- Implement usage monitoring and reporting
- Maintain regression testing workloads
- Perform performance debugging and tuning
- Provide user support via tickets and email
- Support workshops and knowledge transfer
Perks/Benefits
- N/A
Skills/Tech-stack
API Development | Airflow | Ansible | Apache Spark | Argo Rollouts | ArgoCD | Bash | CI/CD | Containerization | Dask | GPU scheduling | GitOps | Go | Grafana | Grafana Loki | Harbor | Infrastructure as Code | KServe | Kubeflow Model Registry | Kubernetes | Kubernetes CNI | Kubernetes CSI | Kubernetes security | Linux | MLOps | MLflow | Model Context Protocol | Model Registry | NVIDIA CUDA | NVIDIA DCGM | OCI | Prometheus | Python | Seldon Core | Service Mesh | Slurm | Terraform | “as-code”
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
AI | AI ML Support Automation Analyst | Analyst | Automation Analyst | DevOps | DevOps Engineer | Engineer | MLOps Engineer
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