Staff Machine Learning Engineer
India - Pune - Office
R
INR 3600K-5000K (estimate) Senior-level Full Time
Tasks
- Architect GenAI platform capabilities
- Define integration patterns and security boundaries
- Define safety tone and reasoning evaluation standards
- Deliver platform reliability observability and capacity planning
- Design evaluation and benchmarking frameworks
- Drive automated evaluation checks adoption
- Enable agentic workflows and safe tool use
- Identify systemic failure modes and mitigations
- Implement A B offline continuous regression testing
- Implement monitoring and retraining strategies
- Implement rate limiting throttling and SLA practices
- Lead cross product platform delivery
- Mentor engineering leaders and coordinate roadmaps
- Translate risk cost quality tradeoffs into platform design
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | AWS | Agentic Workflows | Azure | B testing | Benchmarking | Capacity Planning | Cloud infrastructure | Cost Optimization | Evaluation | GCP | Gold Standard | Gold Standard Datasets | Inference Serving | Kubernetes | LLM | Machine Learning | Model Registry | Monitoring | Observability | Offline testing | Python | Rate Limiting | Regression suites | Regression testing | Reliability Engineering | SLA | Security boundaries | Service Reliability Engineering | Service reliability | System design | Throttling | Tool Use Models | Tool use | Vendor Routing | Workflow Orchestration
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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