一句话：基于芬兰从业者调查，定性呈现生成式 AI 对未来软件开发角色、技能、生产力与质量的影响。
本文关注生成式 AI 开发工具在专业软件开发中日益普及所带来的影响，并以芬兰为背景展开调查。作者面向芬兰软件从业者发放问卷，在 2025 年 12 月至 2026 年 2 月的两个月内收集 163 份回复，并对其中的 100 名受访者就两道开放式问题给出的回答进行定性分析。研究并不试图给出量化因果结论，而是从从业者中心视角梳理他们对生成式 AI 如何改变角色、技能、生产力、软件质量以及专业能力可持续性的看法，为理解生成式 AI 转型提供了芬兰情境的经验快照。
In recent years, it has become common for generative AI-based software development tools to be experimented with, adopted, and used in professional software development. To understand the effects of this generative AI transformation in the Finnish context, we conducted a survey targeting software professionals working in Finland. 163 survey responses were collected during two months, from December 2025 to February 2026. In this paper, we report a qualitative analysis of 100 respondents' perspectives on the future role of generative AI in professional software development, based on the responses to two optional open-ended questions in the survey. The results offer a practitioner-centred snapshot of how software professionals currently reason about the effects of generative AI on roles, skills, productivity, software quality, and the sustainability of expertise in the field.
@inproceedings{MaattaKT26,
title = {Generative AI and the Future of Professional Software Development: Survey Findings from Finland},
author = {Samuli Määttä and Markus Kelanti and Burak Turhan},
booktitle = {FSE},
year = {2026},
doi = {10.1145/3803437.3805619}
}