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Faculty Hiring Trends — Week of October 18, 2026

Open listings
24,397
Vs prior week
+372
Top position type
Adjunct
AI-related openings
1,114

Faculty Atlas is currently tracking 24,397 open faculty positions — +372 compared to last week. Among listings matched to institution type, 71.1% are at public institutions and 28.9% are at private nonprofit institutions. Professor roles represent the largest category with 9,299 listings. Among positions with a known appointment track, 24.6% are tenure-track and 75.4% are non-tenure-track. 1,114 listings (4.6%) explicitly reference artificial intelligence or a core AI method. 102 listings (0.4%) address responsible technology, such as AI ethics, algorithmic fairness, or technology policy. Nursing is the most in-demand discipline among classified listings this week, with 921 open positions.

Most active systems

TX2,527
NY2,239
NC1,235
OH1,026
FL1,014
IL968
CA Private923
PA881
NJ779
VA687

Top disciplines

Nursing921
Psychology311
Biology295
Mathematics292
Computer Science254
Chemistry218
Education196
Accounting189
Economics157
Business152

AI hiring pulse

Explicitly AI-related openings1,114
Share of all listings4.6%
Vs prior week+38

Strict classifier v1 counts explicit references to artificial intelligence and core methods including machine learning, generative AI, natural language processing, computer vision, and neural networks. Broad data-science and robotics listings are excluded unless an AI signal is present.

Responsible tech

Openings addressing responsible technology102
Share of all listings0.4%
Vs prior week+9
Responsible & trustworthy AI49
AI & technology ethics30
AI governance & policy19
Privacy, justice & information integrity8
Societal impacts of technology7
Public interest technology6
Algorithmic fairness & accountability3

Responsible-tech classifier v4 counts listings that reference responsible or trustworthy AI, AI and technology ethics, algorithmic fairness, AI governance and policy, public interest technology, societal impacts of technology, privacy, and information integrity. Phrases about adopting AI tools, such as "responsible AI use" in teaching, are excluded. Listings may also be counted as AI-related.

View all 102 responsible-tech listings this week

Appointment track

Tenure-track5,542 · 24.6% of classified
Non-tenure-track16,975 · 75.4% of classified
Variable / candidate-dependent track285
Unclassified1,595

Position types

Adjunct9,081
Assistant Professor4,228
Other2,396
Instructor2,139
Professor (Full/Open Rank)1,587
Associate Professor1,433
Clinical1,395
Lecturer936
Postdoctoral866
Visiting244
Research Faculty92
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