Software Engineer II - (Machine Learning Platform)
Bengaluru, Karnataka, India
INR 1600K-2000K (estimate) Mid-level Full Time
Tasks
- Add human in the loop review for safe actions
- Build LLM control plane and gateway
- Build training and scoring pipelines for machine learning models
- Define SLOs for latency uptime and cost and enable autoscaling
- Design agent orchestration patterns manage agent state and workflows
- Develop unified REST gRPC API and SDKs with normalized schemas caching and observability
- Enable multi model multi vendor LLM usage with canarying and versioning
- Enforce safety and privacy with content filtering PII redaction and validation
- Evolve domain graph entity resolution and data ingestion pipelines
- Implement hybrid retrieval with graph vector and keyword search
- Implement model and data drift monitoring retraining and tuning
- Implement smart routing rate limits failover token cost tracking
- Maintain model and agent registry versioning approvals audit trails and reproducibility
- Own agent runtime tool registry permissions function calling grounding and retrieval
- Run offline and online evaluations for quality factuality bias and safety
- Serve real time context to agents with access controls and lineage
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | AWS | Airflow | B testing | CI/CD | Control Plane | Docker | Drift Detection | Feature Engineering | Flink | GRPC | Go | Graph Database | Graph Databases | Graph retrieval | GraphQL | Hybrid search | Java | Kafka | Knowledge graphs | Kubeflow | Kubernetes | LLM | LLM Control Plane | LLM Gateway | MLOps | MLflow | Machine Learning | Microservices | Model Monitoring | Neo4j | Observability | Python | REST | Rate Limiting | Retrieval-Augmented Generation | Scala | Spark | Token Accounting | Vector Search
Education
N/A
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