Senior Software Engineer - Machine Learning (GenAI, RAG)
INR 2500K-3500K (estimate) Senior-level Full Time
Tasks
- Architect and ship generative AI applications
- Build RAG pipelines and agentic workflows
- Build backend for scalability and performance
- Containerize and deploy models
- Deliver machine learning features end to end
- Design and maintain batch and streaming data pipelines
- Implement retrieval systems at scale
- Monitor drift and quality
- Operationalize machine learning models
- Optimize inference for cost and latency
- Write unit tests integration tests and deployment scripts
Perks/Benefits
Skills/Tech-stack
AWS | AWS Lambda | Amazon ECS | Amazon EKS | Amazon EMR | Amazon S3 | Amazon SageMaker | Anthropic | Apache Spark | CI/CD | Containerization | Convolutional Neural Networks | Data Ingestion | Data Pipelines | Data Transformation | Deep learning | Embeddings | Faiss | Feature Engineering | Generative AI | Gradient boosting | Hybrid search | Inference Optimization | Kubernetes | Language Models | Large Language Models | Machine Learning | Milvus | Model Deployment | Model Evaluation | Model Monitoring | Neural Networks | OpenAI API | OpenSearch | Pinecone | Prompt engineering | PyTorch | Python | Re-ranking | Recurrent Neural Networks | Regression | Reranking models | Retrieval-Augmented Generation | Scikit-learn | TensorFlow | Transformers | Tree-based methods | Vector Search | Weaviate
Education
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