Senior Data Software Engineer with ML and RAG, AI Data Platform
- Source: Naukri
- Dataart Technologies
- On-site
- Bengaluru
- Full-Time
- Senior
Job Description
**Senior Data Software Engineer with ML and RAG, AI Data Platform
Key Responsibilities**
- System Architecture: Designing end-to-end AI applications, focusing on scalable infrastructure, reliability, and security.
- Model Implementation & RAG: Implementing Retrieval-Augmented Generation (RAG) pipelines, advanced prompt engineering, and fine-tuning models (HuggingFace, GPT-4)
- Production Deployment: Moving models from research to production using CI/CD pipelines (GitHub Actions), Docker, and Kubernetes.
- Agentic Workflows: Developing autonomous agents for complex task automation using tools like LangChain/LangGraph.
- Agent Driven Development Experience: Utilized coding agents (Claude Code, Copilot etc) for faster development iteration.
- Mentorship & Best Practices: Guiding junior engineers on coding standards, ensuring high-quality, maintainable code, and establishing AI development best practices.
- Data Pipeline Engineering: Structuring, cleaning, and preprocessing data for model training and retrieval.
Tech Stack
- Languages: Python (Primary), TypeScript/JavaScript (for full-stack integration, good to have).
- Frameworks & Libraries: PyTorch, TensorFlow, HuggingFace Ecosystem, LangChain/LangGraph.
- AI/LLM APIs: OpenAI, Anthropic, Azure AI.
- Vector Databases & Retrieval: ChromaDB, Pinecone, Weaviate, Milvus.
- MLOps & DevOps: Docker, Kubernetes, Terraform, GitHub Actions, FastAPI.
- Cloud Platforms: AWS Bedrock, Azure AI, Vertex AI
- Assisted Coding Agents: Claude Code, Copilot, Codex.
Skills
- hugging-face
- Github
- github-actions
- Docker
- Kubernetes
- LangChain
- LangGraph
- claude-code
- Python
- TypeScript
- microsoft-typescript
- javascript
- PyTorch
- Tensorflow
- microsoft-azure
- Milvus
- Terraform
- FastAPI
- amazon-web-services
- bedrock
- vertex
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