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Practical AI · December 10, 2025 · 50m
AI Engineer vs Data Scientist: Job Expectations in 2025
Returning guest Ramin Mohammadi discusses evolving expectations for AI engineers and data scientists, and how the roles are converging.
This summary was generated from show notes and public descriptions, not from a full transcript review. Details may contain inaccuracies.
Canon
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Mohammadi shows how the job market environment determines which AI skills are valuable: in 2020, model training was premium. In 2025, prompt engineering and evaluation are premium. The environment shifted, and valuable behavior shifted with it.
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Mohammadi advises AI professionals to invest in skills within their control (fundamentals, communication, problem framing) rather than chasing frameworks that may be obsolete in months.
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