2 sources filed · KO 2
About 10 million postings from one large platform over roughly seven years, with date, title, job tags, required experience and new-graduate eligibility.
~10 millionjob postings from one Korean platform over about seven years, as described in the interview
Developer new-graduate postings doubled from a spring 2020 low to a summer 2022 peak, then fell from the second half of 2022, before ChatGPT's release at end-November, to below the earlier low by January 2025.
+0.073 yearsextra rise in required experience per 1 SD of AI exposure after ChatGPT, same firm, month and job family
1 source filed · EN 1
AI mentions in full-time job ads spiked in 2024Q3, almost entirely the phrase "artificial intelligence" in tech roles; 95% of that spike came from employers changing wording, and it faded fast.
3.1 percentage pointrise in the share of job ads mentioning AI per standard deviation of LLM exposure
1 source filed · EN 1
Since 24 February 2025, US software development postings on Indeed rose almost 15% while all postings fell 7%.
almost 15% vs -7%change in US software development postings versus all postings since Claude Code's launch in late February 2025
1 source filed · EN 1
Mean exposure in postings rises through early 2022, falls through 2023, then partly recovers; the fall is concentrated in high-exposure occupations.
52%share of the decline in aggregate GenAI exposure from Q3 2023 explained by hiring reallocation across jobs
1 source filed · EN 1
12% average relative decline for above-median substitution occupations, growing from 6% in year one to 14% in year two and 18% by June 2025.
285 millionUS job postings analysed, 2018Q1 to 2025Q2
1 source filed · EN 1
Data: about 285,000 firms, over 150 million employment spells, nearly 62 million workers and almost 200 million postings (Revelio Labs, 2015-2025).
nearly 62 millionworkers covered by the Revelio Labs resume and posting data, 2015-2025
1 source filed · EN 1
Top-quartile automation occupations: job postings down 17% per firm per quarter relative to controls after generative AI's introduction.
17%drop in job postings per firm per quarter for top-quartile automation-prone occupations after generative AI