Staff ML Engineer
Cohesity - Pune - Panchshil, India
INR 3715K-5449K (estimate) Senior-level Full Time
Tasks
- Add observability for services
- Architect ML and LLM systems
- Automate testing
- Build RAG pipelines
- Build distributed microservices
- Build production ML data pipelines
- Design LLM integration
- Develop prompt engineering frameworks
- Evaluate and adopt new ML tooling and frameworks
- Expose services with REST APIs
- Expose services with gRPC APIs
- Implement CI/CD pipelines
- Implement GPU scheduling and autoscaling
- Ingest and transform data for ML workflows
- Lead root cause debugging
- Manage Infrastructure as Code with Terraform and Helm
- Mentor engineers
- Operate GPU aware infrastructure on Kubernetes
- Optimize distributed GPU backed performance
- Perform design reviews and set architectural standards
- Store data in SQL and NoSQL systems
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | CI/CD | Cloud Computing | Debugging | DevOps | Distributed Systems | Docker | EKS | Elasticsearch | GKE | GPU scheduling | GRPC | Git | Go | Helm | Java | JavaScript | Kubernetes | LLM | Microservices | NoSQL | Object-Oriented | Object-oriented programming | OpenShift | PostgreSQL | Prompt engineering | Python | REST APIs | Redis | Retrieval-Augmented Generation | SQL | Terraform | Test automation
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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