Sr.AI ML Developer (Python)

Required Skills and Qualifications:

Experience:

• 10-15 years of relevant experience in Apps Development or systems analysis, with significant, demonstrable hands-on experience in designing, building, and deploying AI/ML solutions.

• Demonstrated deep hands-on experience in engineering and deploying highly scalable, resilient, and performant enterprise-grade solutions.

• Proven experience in managing and implementing successful projects.

Technical Skills:

• Programming Languages: Proficiency in at least two programming languages. Strong preference for Python (deep expertise for AI/ML development), with significant experience in Javascript/Typescript and Golang being highly valued.

• GenAI/ML Expertise:

  • Strong theoretical and practical understanding of LLMs, including experience with transformers, fine-tuning, and deployment strategies.

  • Hands-on experience with Retrieval Augmented Generation (RAG) implementations.

  • Proficiency with agentic frameworks (critical for business process automation).

  • Experience with relevant GenAI/ML frameworks such as LangChain, LangGraph, MLFlow, Spring AI, Spring Boot, and Flask.

• Data and Database:

  • Extensive experience with data analysis and manipulation using SQL and Pandas.

  • Proficiency in database technologies including Oracle, Postgres, or MongoDB.

  • Experience with vector stores (e.g., Pinecone, FAISS, ChromaDB) and advanced search algorithms.

• APIs and Integration:

  • Proven experience in designing and implementing robust REST and WebSocket APIs.

  • Experience with messaging and integration platforms like Kafka or JMS/MQ.

• UI/Front-End:

  • UI development skills with technologies such as React JS or Streamlit.

• MLOps (Preferred): Experience with MLOps principles and tools is a significant advantage.