Senior Staff Software Engineer (Machine learning Platform)
Bengaluru, Karnataka, India
INR 3100K-5000K (estimate) Senior-level Full Time
Tasks
- Add observability traces logs metrics
- Build LLM control plane gateway
- Build data ingestion pipelines and entity resolution
- Build training and scoring pipelines for machine learning models
- Create templates CLIs sandboxes and documentation
- Define SLOs latency uptime cost and enable autoscaling
- Design agent orchestration patterns manage agent state long running workflows
- Develop unified API and SDKs
- Enable multi model multi vendor LLM usage canarying versioning
- Enforce safety privacy content filtering PII redaction
- Evolve domain graph and knowledge graphs
- Implement human in the loop review safe actioning
- Implement hybrid retrieval graph vector keyword with caching TTL
- Implement smart routing rate limits failover token cost tracking
- Maintain model agent registry versioning approvals audit trails
- Mentor engineers champion MLOps and AI safety best practices
- Monitor model and data drift
- Own agent runtime tool registry permissions function calling grounding retrieval
- Perform retraining and tuning
- Run offline online evaluations quality factuality bias safety
- Serve real time context with access controls and lineage
- Standardize experiment tracking and packaging
- Support compliance requirements
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | AWS | Airflow | Autoscaling | B testing | CI/CD | Concurrency | Distributed Systems | Docker | Drift Detection | Feature Engineering | Flink | GRPC | Go | Graph Databases | Graph Processing | GraphQL | Hybrid search | Java | Kafka | Kubeflow | Kubernetes | LLM | LLM Gateway | Logging | MLOps | MLflow | Metrics | Microservices | Milvus | Model Evaluation | Model Registry | Neo4j | Observability | Online Feature Computation | PII Redaction | Prompt engineering | Python | Qdrant | Quota Management | REST | Rate Limiting | SLO | Scala | Spark | Tracing | Vector Search
Education
N/A
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