MS degree or higher in Computer Science, Data Science or a related field 5+ years of professional software development experience 2+ years focused on applied AI/ML Hands-on experience with LLMs, vector databases, RAG pipelines, AI agent frameworks Experience with model evaluation methodologies and benchmarking tools Experience with cloud ML platforms, services and languages (AWS Bedrock, ML Flow, SageMaker, Azure ML, Python, SQL) Experience with agentic AI frameworks and orchestration Experience applying a range of AI/ML techniques Experience with CI/CD pipelines and DevOps practices Knowledge of containerization using Docker