What we need to see: Bachelor’s in Computer Science, Software Engineering, Data Science, or a related field, or equivalent experience. 8+ years of experience as an AI solutions engineer, machine learning engineer, or software engineer building production AI/data solutions. Strong experience designing, developing, deploying, and maintaining end-to-end AI applications in production. Hands-on expertise with Python and modern software engineering practices. Practical experience with LLMs, AI agents, RAG, workflow orchestration, and data/analytics applications. Strong background building data pipelines, APIs, services, and applications on top of structured and semi-structured engineering data. Strong communication skills and a proactive, ownership-driven mindset.