- AI developers are among the top earners in the software industry according to the Stack Overflow survey.
- 72% of organizations have adopted AI in their operations according to the 2024 McKinsey State of AI Survey.
- New roles like AI engineers and machine learning engineers are becoming popular, requiring traditional developers to expand their skill sets.
- Skills needed to become an AI developer include proficiency in programming languages, understanding of AI libraries, linear algebra, calculus, probability and statistics, and knowledge of big data tools.
- AI developers must be skilled in training and evaluating model performance, familiar with cloud-based ML and AI services, and understand ethical implications of AI.
私の考え：
AIの開発者は、今後ますます需要が高まる職種であり、必要なスキルは多岐にわたることが分かります。AIの導入率が高まる中、プログラミング言語の熟達やAIライブラリの理解、線形代数や確率統計の知識、そしてビッグデータツールへの理解が重要となります。また、モデルのトレーニングや評価、クラウドベースのMLとAIサービスの活用、AIの倫理的側面への理解も欠かせません。
元記事: https://thenewstack.io/what-ai-developer-skills-do-you-need-in-2024/