Degree in STEM field or equivalent practical experience. 5+ years of experience in data engineering, database design, or algorithm development. Strong programming skills in Python. Expertise in SQL and database architecture. Proven experience designing and deploying machine learning or optimization algorithms. Familiarity with hardware–software integration, scientific instrumentation, and data modeling.