4-yr Technical Degree (Computer Science or related), MS in ML preferred 7+ yrs of IT/Engineer 3+ yrs of Python development. 2+ years of experience with AWS services. 2+ years of experience with SQL. 2+ years of experience working with Python libraries for ML, NLP, Search, and AI. 2+ yrs of NER, Chatbots, RAG , Gen AI, Agentic AI is a plus.