Dashboard/Tech Sector Job Displacement by 2030

Job DisplacementBy 2030

Tech Sector Job Displacement by 2030

15%+2pp / 12mo

Confidence range: 10% to 22%

An estimated 15% of tech sector roles — including software engineers, QA testers, IT support, and data analysts — face displacement from AI coding assistants, automated testing, and AI-driven operations. "Displacement" means the role ceases to exist in its current form, not that the worker is necessarily unemployed.

Best estimate from Stanford Digital Economy Lab (Brynjolfsson, Chandar, Chen) (Verified Data & Research)

Most AI-and-jobs claims come from journalism or social media. Toggle to to see what the rigorous evidence actually says.

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How This Prediction Has Evolved

Each data point is from a different source. Dots are color-coded by evidence tier.

Sources (17)

BLS Revised Tech Sector Employment Projections 2024-2034
Bureau of Labor StatisticsDec 15, 2025News

BLS projects AI will dampen software developer employment growth to 17% through 2034, revised down from prior 25% estimate, as AI coding tools reduce headcount needs.

78,000 Tech Jobs Lost to AI in H1 2025
Challenger, Gray & ChristmasOct 1, 2025Institutional

78,000 tech sector job losses attributed to AI in the first half of 2025, with QA testing, junior development, and IT support roles most affected.

Canaries in the Coal Mine? Six Facts about the Recent Employment Effects of AI
Stanford Digital Economy Lab (Brynjolfsson, Chandar, Chen)Aug 1, 2025Research

13% relative decline in employment for workers ages 22-25 in most AI-exposed occupations. Software developer employment for ages 22-25 down nearly 20% since ChatGPT's launch.

Thread on AI replacing software engineers
X (Twitter)Apr 15, 2025Social
Alphabet Inc. 2024 10-K — Workforce & AI Automation Disclosures
Alphabet (SEC Filing)Feb 3, 2025Research

Alphabet disclosed ongoing workforce restructuring, noting AI tools have reduced need for certain engineering and support roles while increasing demand for AI/ML specialists.

Meta Platforms 2024 10-K — AI Efficiency & Headcount
Meta Platforms (SEC Filing)Feb 1, 2025Research

Meta's 'Year of Efficiency' resulted in ~21,000 job cuts across 2023. Company cited AI-driven productivity gains enabling smaller teams to maintain output.

Tech Sector Job Postings Analysis Q4 2024
LightcastJan 20, 2025Institutional

Software developer postings declined 14% YoY while AI/ML engineer postings grew 45%. Net tech postings down 6% reflecting structural shift, not just cyclical downturn.

Metaculus: Employment in AI-automatable jobs
MetaculusJan 8, 2025Institutional
AI And Automation Will Take 6% Of US Jobs By 2030
ForresterJan 6, 2025Institutional
The Simple Macroeconomics of AI
NBER (Acemoglu)Apr 1, 2024Research

AI will increase productivity but impact on jobs more modest than often claimed; estimates ~5% of tasks fully automatable.

New data show no AI jobs apocalypse — for now
Brookings InstitutionMar 15, 2024Institutional

Current employment data do not yet show large-scale AI-driven displacement.

Beyond AI Exposure: Which Tasks are Cost-Effective to Automate with Computer Vision?
MIT (Svanberg et al.)Jan 22, 2024Research

Only 23% of worker wages for vision tasks would be cost-effective to automate with AI today.

The Potentially Large Effects of AI on Economic Growth
Goldman SachsJan 10, 2024Research

AI could expose 300 million full-time jobs globally to automation.

The economic potential of generative AI
McKinsey Global InstituteJun 14, 2023Institutional

Generative AI could enable automation of up to 70% of business activities across occupations.

Future of Jobs Report 2023
World Economic ForumApr 30, 2023Institutional

Employers estimate that 44% of workers' core skills will be disrupted in the next five years.

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