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Senior Program Analyst – Python, GEN AI, Agentic AI
Location
India
Posted
123 days ago
Salary
0
Seniority
Senior
Job Description
Senior Program Analyst – Python, GEN AI, Agentic AI
WNS
• Develop agentic AI workflows using LangChain/LangGraph with custom tools, memory, decision logic, and MCP integrations. • Implement LLM applications with advanced prompt engineering (structured outputs, function calling, context management) and build RAG pipelines with vector databases. • Build and deploy event-driven AI services on AWS using Bedrock, SageMaker, Lambda, EventBridge, Step Functions, API Gateway, DynamoDB, and S3. • Write clean, testable Python code; create unit/integration tests; and package solutions with CI/CD pipelines (GitHub Actions). • Monitor and optimize AI application performance through logging, metrics, token usage, and cost management. • Integrate AI services with APIs, backend systems, and databases to ensure secure and reliable data flow. • Contribute to document AI and predictive analytics models for information extraction, classification, and forecasting. • Fine-tune Hugging Face Transformer models (BERT, RoBERTa, LayoutLM, DistilBERT) and train neural networks (PyTorch/TensorFlow) for supervised tasks. • Implement data preprocessing and annotation workflows for training and evaluation. • Work with OCR and text-processing tools (AWS Textract, Tesseract) for semi-structured/unstructured documents.
Job Requirements
- 5+ years in software engineering, including 3+ years in python, AI/ML or Generative AI systems.
- Proven development experience with LLM frameworks (LangChain, LangGraph) and LLM APIs (Claude, OpenAI, Llama, Titan).
- Hands-on experience with AWS Bedrock and SageMaker for AI/ML workloads.
- Strong Python skills (async, data structures, optimization).
- Practical experience with vector databases (Pinecone, ChromaDB, FAISS, OpenSearch) for RAG implementations.
- Familiarity with event-driven AWS services (Lambda, EventBridge, Step Functions, API Gateway, DynamoDB, S3, CloudWatch).
- Exposure to document AI and predictive analytics, including Hugging Face Transformers, classification, and extraction pipelines.
- Understanding of data preprocessing and OCR workflows for document pipelines.
Benefits
- Employees can work remotely
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