Computer Science Data Modeling DataOps 
Dataconomy
MAY 26, 2025
Educational background Most Big Data Engineers possess a bachelor’s degree in computer science, software engineering, or related fields, which provides a foundation for understanding complex data issues. Average salary overview The average salary for a Big Data Engineer in the U.S.
Hacker News
JULY 1, 2025
Strong background in Computer Science. Experience integrating AI/ML models into production systems (LLMs, transformers, fine-tuning, etc.). Strong system design, data modeling, and architectural thinking. Hands-on experience with FastAPI (or comparable modern Python web frameworks).
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