arXiv:2606.21894v2 Announce Type: replace-cross Abstract: As coding agents are rapidly changing software engineering, a natural question is: what are the core skills needed by future software engineers? To identify where software engineering is headed and thus what skills will be needed, we summarize the results of two round-tables with researchers and industrial practitioners, held in 2026 in New York and Singapore. One key finding is that verification and validation is increasing in importance as agents handle implementation, as highlighted by anecdotes from the events. From our observations
The rapid development and integration of AI coding agents are forcing a re-evaluation of fundamental software engineering skills and processes. This research, published in 2026, reflects real-time industry discussions and concerns about the evolving role of human engineers.
This item provides direct insights from industry roundtables on how the software profession is adapting to agentic AI, highlighting the immediate importance of verification and validation. Strategic readers should note the shift in core competencies and its implications for education, talent development, and organizational structures.
The primary focus for human software engineers is shifting from implementation to higher-order tasks like verification and validation, fundamentally altering skill requirements and career paths. This redefines the human-AI collaborative landscape in software development.
- · Verification and validation specialists
- · Software quality assurance sector
- · AI ethics and safety researchers
- · Educational institutions adapting curricula
- · Entry-level coders focused solely on implementation
- · Traditional software development tool vendors
- · Organizations slow to retrain their workforce
Demand for sophisticated verification and validation tools and methodologies will significantly increase.
Universities and vocational training programs will rapidly restructure software engineering curricula to emphasize non-coding skills.
The definition of 'software engineer' will broaden to encompass more oversight, strategic thinking, and system-level architectural roles, potentially leading to new professional certifications.
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Read at arXiv cs.AI