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11 Skills Employers Are Looking for in AI (and 4 They Aren’t)

  • Companies are prioritizing 11 essential skills for AI and data science roles.
  • These skills include strong SQL abilities, practical knowledge of machine learning and data cleaning, experience with deploying models in the cloud, effective data visualization, communication skills to present findings, problem-solving abilities, understanding of responsible AI use, staying up-to-date with the field, showcasing real-world projects and practical experience, focusing on applying models rather than deriving them from scratch, and fluency in relevant programming languages.
  • Employers are less concerned about linear algebra proofs and calculus-based derivations, a long list of programming languages on a resume, and formal degrees.
  • The market is seeking individuals who can deliver value, solve real problems, and communicate effectively.

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