Senior Software Engineer - Machine Learning (ML, GenAI, SQL)
INR 2500K-4800K (estimate) Senior-level Full Time
Tasks
- Architect and ship generative AI applications
- Build backend for high performance
- Build retrieval-augmented generation pipelines
- Deliver machine learning features end to end
- Deploy models and services for scalability
- Design retrieval systems
- Develop batch and streaming data pipelines
- Maintain secure and simple solutions
- Monitor drift and quality
- Operationalize machine learning models
- Optimize inference for cost and latency
- Set up containerization and CI CD
- Write unit tests and integration tests
Perks/Benefits
Skills/Tech-stack
AWS | Apache Spark | Bedrock | CI/CD | CNN | Cost Latency Tuning | Diffusion Models | Docker | Drift monitoring | ECS | EKS | EMR | Embeddings | Faiss | Generative AI | Gradient boosting | Hybrid search | Inference Optimization | Integration Testing | Lambda | Language Models | Large Language Models | Latency Tuning | Machine Learning | Milvus | Model Monitoring | NoSQL | OpenSearch | OpenSearch Service | Pinecone | Prompt engineering | PyTorch | Quality monitoring | RNN | Re-ranking | Regression | Relational databases | Retrieval-Augmented Generation | S3 | SageMaker | Scikit-learn | TensorFlow | Transformers | Tree-based methods | Unit Testing | Vector Search | Vector Stores | Weaviate
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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