Artificial Intelligence Database Administration Systems Administration Web Development 
O'Reilly Media - Data
APRIL 11, 2018
On the extreme end of this applied math, they’re creating machine learning models and artificial intelligence. Just like with most programers, I wouldn't allow them direct access to the production system. That's primarily the job for system administrators or DevOps. Overlapping skills.
O'Reilly Media - Ideas
FEBRUARY 18, 2020
This year’s growth in Python usage was buoyed by its increasing popularity among data scientists and machine learning (ML) and artificial intelligence (AI) engineers. The laggard use case was Python-based web development frameworks, which grew by just 3% in usage, year over year. Figure 3 (above).
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