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.