Senior Software Engineer - AI Platform
Bengaluru, Karnataka, India
INR 2500K-4800K (estimate) Senior-level Full Time
Tasks
- Add human in the loop review and safe actioning
- Add observability with traces logs and metrics
- Build LLM control plane and gateway
- Build domain graph and entity resolution data ingestion
- Build training and scoring pipelines for classical machine learning
- Create REST and gRPC unified API and SDK
- Define SLOs and enable autoscaling and spend controls
- Design agent orchestration patterns and manage agent state
- Enable multi model multi vendor LLM usage with canarying
- Enforce safety privacy content filtering and PII redaction
- Implement function calling grounding and retrieval
- Implement hybrid retrieval with graph vector and keyword search
- Implement model and data drift monitoring and retraining
- Implement smart routing and rate limits
- Maintain model and agent registry versioning and audit trails
- Own agent runtime tool registry and permissions
- Run offline and online model evaluations for quality and safety
- Serve real time context with access controls and lineage
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | AWS | Airflow | Audit trails | Autoscaling | B testing | CI/CD | Canary Deployment | Concurrency | Distributed Systems | Docker | Drift Detection | Feature Engineering | Flink | GRPC | Go | GraphQL | Human-in-the-loop | Hybrid search | Java | Kafka | Knowledge graphs | Kubeflow | Kubernetes | LLM Gateway | LLM routing | MLflow | Microservices | Milvus | Model Evaluation | Neo4j | Observability | PGVector | PII Redaction | Python | Qdrant | REST | Rate Limiting | Retrieval-Augmented Generation | SLOs | Scala | Shadow testing | Spark | The Loop | Token Accounting | Vector Search
Education
N/A
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