McKinsey's July 2026 report warns that AI is absorbing entry-level tasks like research and data cleanup, dismantling the traditional apprenticeship model and widening the gap between junior and senior…
Employment data from the Stanford Digital Economy Lab's 'Canaries in the Coal Mine' study shows that hiring for 22-to-25-year-olds in AI-exposed occupations like software development has fallen roughl…
India's largest IT services firm, Tata Consultancy Services (TCS), added over 9,000 employees in its strongest quarterly hiring in nearly four years, just 12 months after cutting 12,000 jobs, highligh…
Employment for software developers aged 22 to 25 fell nearly 20% from its late-2022 peak, while workers 30 and older in the same AI-exposed fields grew 6–12%, according to a Stanford Digital Economy L…
A Stanford Digital Economy Lab study by Erik Brynjolfsson, Bharat Chandar, and Ruyu Chen found that employment among workers aged 22 to 25 in the most AI-exposed occupations in the U.S. fell by 13% si…
Entry-level data engineering jobs have collapsed 67% since generative AI went mainstream, with only 3% of postings explicitly for juniors in 2026, according to an analysis of 6,877 active roles. Stanf…
An open letter organized by the Stanford Digital Economy Lab warns that artificial intelligence may drive an economic transformation larger than the Industrial Revolution, but four in five signatories…
Employment among US software developers aged 22 to 25 has fallen by more than 20% since November 2022, when OpenAI released ChatGPT, while employment among older developers has grown, according to dat…
Young women are falling behind young men in the entry-level job market, but artificial intelligence is not the main driver, according to new data from the Stanford Digital Economy Lab and ADP Research…
Software developer employment among US workers aged 22 to 25 fell nearly 20% by September 2025 compared to late-2022 levels, according to research from the Stanford Digital Economy Lab, coinciding wit…
Hamza Tahir of ZenML highlighted at an AI Engineer conference that most agent costs come from waiting—on tools, humans, or retries—not from inference. A peer-reviewed study, "The Harness Effect," foun…
Tokens, the basic units of language processed by AI systems, remain an opaque and inconsistent metric for consumers, with models varying by up to 30 times in token consumption for the same task, accor…
Nearly 200 economists and tech executives, including OpenAI CFO Sarah Friar and Anthropic co-founder Jack Clark, signed a statement Monday warning that AI could cause 'large-scale job displacement' an…
Stanford's Digital Economy Lab found that employment for 22- to 25-year-olds in AI-exposed occupations fell 16% after generative AI spread, with entry-level developer postings dropping 67% since 2022 …
California launched a public dashboard tracking AI-related unemployment claims in near-real time, but the tool only measures job losses, not gains, and relies on outdated occupation codes from 1991. T…
US software developers aged 22-25 have declined 19% from their late-2022 peak, while overall developer employment rose 10% to 1.69 million by May 2025. The collapse is concentrated in automatable role…
A Stanford study of 12,000 companies found that high AI-adoption firms grew headcount by 10.2% and entry-level hiring by 12% over 18 months, while low-AI firms shrank by 1.8%. The data challenges the …
Early-career IT employment in AI-exposed occupations has fallen 16% since ChatGPT's launch, with entry-level software developer roles dropping nearly 20%, threatening the talent pipeline for midlevel …
A data-driven analysis of the US frontend engineer market in 2026 reveals that hiring demand peaked in early 2022 and remains flat-depressed, with no recovery. The decline is attributed to macroeconom…
Stanford economist Erik Brynjolfsson's updated data from a partnership with ADP Research shows that employment for workers ages 22 to 25 in AI-exposed occupations continues to decline, with a 3.8% ann…