Artificial Intelligence Impact On The Labour Force -- Searching For The Analytical Skills Of The Future Software Engineers
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Abstract (arXiv)
This systematic literature review aims to investigate the impact of artificial intelligence (AI) on the labour force in software engineering, with a particular focus on the skills needed for future software engineers, the impact of AI on the demand for software engineering skills, and the future of work for software engineers. The review identified 42 relevant publications through a comprehensive search strategy and analysed their findings. The results indicate that future software engineers will need to be competent in programming and have soft skills such as problem-solving and interpersonal communication. AI will have a significant impact on the software engineering workforce, with the potential to automate many jobs currently done by software engineers. The role of a software engineer is changing and will continue to change in the future, with AI-assisted software development posing challenges for the software engineering profession. The review suggests that the software engineering profession must adapt to the changing landscape to remain relevant and effective in the future.
Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). Builds on 5 of its 45 references that are in the map. First posted on arXiv 26 Feb 2023.
Builds on
5 of 45 references.
References · 5
- 2020Software engineering for artificial intelligence and machine learning software: A systematic literature reviewcited by 15
- 2018Ways of Applying Artificial Intelligence in Software Engineeringcited by 7
- 2020Teaching Software Engineering for AI-Enabled Systemscited by 7
- 2017Blockchain-oriented Software Engineering: Challenges and New Directionscited by 3
- 2020Understanding What Software Engineers Are Working on -- The Work-Item Prediction Challengecited by 1
Built on by
Citing papers per year: 2023: 1; 2024: 0; 2025: 2; 2026: 1.
4 papers.
- 2025Vibe Coding as a Reconfiguration of Intent Mediation in Software Development: Definition, Implications, and Research Agendacited by 13
- 2025AI Safety Should Prioritize the Future of Workcited by 11
- 2023DevBots can co-design APIscited by 0
- 2026"Don't Be Afraid, Just Learn": Insights from Industry Practitioners to Prepare Software Engineers in the Age of Generative AIcited by 0
- 2026"Don't Be Afraid, Just Learn": Insights from Industry Practitioners to Prepare Software Engineers in the Age of Generative AI7 Apr 2026
- 2025Vibe Coding as a Reconfiguration of Intent Mediation in Software Development: Definition, Implications, and Research Agenda29 Jul 2025
- 2025AI Safety Should Prioritize the Future of Work16 Apr 2025
- 2023DevBots can co-design APIs10 Dec 2023