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P2 Navigating Academic Careers in Software Engineering: An Empirical Study of Faculty and Postdoctoral Roles

导航软件工程学术职业:教职与博士后岗位的实证研究
FSE Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering2025匹配度 0/10 · 该论文分析软件工程学术招聘广告中的技能、地域薪酬与多样性趋势,属于学术职业与招聘市场研究,与研究画像关注的程序语言、AI/Agent、静态分析、浮点程序分析、贝叶斯程序分析等核心方向完全无关。引用 2 inbox
Mohamad Kassab
crossref: 2026-09-12

AI 速览

一句话:分析701条SEWORLD招聘广告,揭示软件工程学术职业在技能、地域薪酬和多样性上的趋势。

软件工程学术招聘正受技术演进、研究优先事项及多样性/产业合作影响,但职业路径现状理解不足。本文分析 SEWORLD 档案 2021.6–2024.6 的 701 条招聘广告,聚焦博士后与教职岗位,采用描述统计、文本挖掘和主题建模的混合方法。研究发现:AI、安全、云计算等跨学科与实践技能需求上升;地域分布与薪酬结构差异显著;多样性举措多强调性别而非其他弱势类别。研究为学术机构、教育者和早期研究者提供课程与招聘建议。

问题
软件工程学术招聘受技术快速演进、研究重点转移以及多样性与产业合作需求影响,但学术职业路径的全貌仍缺乏系统理解。
方法
对 SEWORLD 档案中 2021 年 6 月至 2024 年 6 月的 701 条招聘广告进行混合方法分析,结合描述统计、文本挖掘和主题建模,主要关注博士后与教职岗位。
评估
通过招聘广告数据揭示技能需求、地域与薪酬差异以及多样性举措的偏向,并为课程设置和招聘策略提供可操作建议。
原文摘要(Abstract)

Academic hiring in software engineering is shaped by rapidly evolving technologies, shifting research priorities, and a growing emphasis on diversity and industry collaboration. Despite these changing dynamics, the current landscape of academic career pathways remains insufficiently understood. To address this gap, this paper analyzes 701 job postings from the SEWORLD archive (June 2021–June 2024), primarily focusing on postdoctoral and faculty roles. A mixed-method approach combining descriptive statistics, text mining, and topic modeling highlights several key trends: (1) an increasing requirement for interdisciplinary expertise and practical skills in areas such as AI, security, and cloud computing; (2) notable disparities in geographic distribution and compensation structures; and (3) diversity initiatives that, while present, often emphasize gender over other underrepresented categories. The findings offer actionable curriculum and hiring insights for academic institutions, educators, and early-career researchers, pointing toward curriculum enhancements that integrate advanced technologies, industry-relevant practices, and inclusive recruitment strategies.

链接与引用

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BibTeX
@inproceedings{paperbot8942,
  title = {Navigating Academic Careers in Software Engineering: An Empirical Study of Faculty and Postdoctoral Roles},
  author = {Mohamad Kassab},
  booktitle = {FSE},
  year = {2025},
  doi = {10.1145/3696630.3727250}
}