Management, scientific and technical consulting firms added 17,300 jobs in October, according to the US Bureau of Labor Statistics. Over the 12 months to September, the industry added an average of about 2,370 jobs a month, so October’s gain was about 7.3 times that pace, by our arithmetic from BLS data.
The Wall Street Journal framed the numbers on 7 November around AI: “Consulting firms, law offices and accounting businesses might seem like obvious places for artificial intelligence to shrink payrolls. In October, all three industries added jobs”, Ian Hodgson wrote.
Business Pill · Output per Employee
A short Business Engineer explainer on output per employee as a measure. It teaches the general idea only and does not discuss the October jobs data.
The key insight: Consulting firms added 17,300 jobs in October, about 7.3 times their average monthly gain over the prior 12 months, by our arithmetic from BLS data. Legal and accounting services also added jobs, in industries the Wall Street Journal says might seem like obvious places for AI to shrink payrolls.
Professional and business services added 70,000 jobs in October, the WSJ says, “its largest monthly increase since July 2022”. BLS data confirm it: the sector’s last monthly gain of that size or larger was 94,000 in July 2022. The October payroll report itself, with total payrolls up 165,000, was covered in Payrolls Rose 165,000; Information Jobs Fell 4.2% in a Year.
Within that sector, legal services added 2,400 jobs in October and accounting, tax preparation, bookkeeping and payroll services added 2,300, BLS figures show. Computer systems design and related services added 3,200. BLS marks the August, September and October figures as preliminary, and they can be revised.
US employment in four professional-services industries, seasonally adjusted, indexed to October 2024 = 100. Legal services 104.1 and consulting 102.5 in October 2026; accounting 99.4; computer systems design 96.7. Source: BLS Current Employment Statistics; index is FourWeekMBA’s arithmetic; August to October 2026 data are preliminary.
The Longer Trend
Over two years the four industries moved apart. From October 2024 to October 2026, legal services employment rose 4.1% to 1,251,200 and consulting rose 2.5% to 1,905,700, by our arithmetic from BLS seasonally adjusted series. Accounting and related services fell 0.6% to 1,125,900.
Computer systems design and related services fell 3.3% over the same two years, to 2,354,100, and was down 25,600 jobs from October 2025. Over the 12 months to September it lost an average of about 3,060 jobs a month, so October’s gain of 3,200 broke a run of declines, by our arithmetic.
As we read the BLS series, the two-year split runs inside professional services: legal and consulting payrolls rose while computer systems design fell 3.3%.
As we read the data, October is one preliminary month; the longer series is the steadier signal, and BLS does not attribute any of these moves to AI.
As we read the coverage together, the information sector lost 4.2% of its jobs in a year while law and consulting added staff, so the labour data split by industry rather than by exposure to AI alone.
Ian Hodgson, The Wall Street Journal, 7 November 2026
“Consulting firms, law offices and accounting businesses might seem like obvious places for artificial intelligence to shrink payrolls. In October, all three industries added jobs.”
Three Implications
FOR PROFESSIONAL-SERVICES FIRMS BLS data show consulting payrolls at 1,905,700 in October, up 2.5% from October 2024, by our arithmetic.
FOR TECH SERVICES Computer systems design and related services employed 2,354,100, down 25,600 from a year earlier, BLS data show.
FOR READERS OF THE JOBS REPORT BLS marks the August to October figures as preliminary; the WSJ says professional and business services posted its largest monthly gain since July 2022.
The framework says: “The first is what your underlying technology can do. The second is what your users can actually do with it.”
As we read it, the October data sit on the second line: industries the WSJ calls exposed to AI kept adding staff. The framework predates the report and does not discuss these industries.
What Is Not Established
BLS employment counts do not say why an industry added or cut jobs, and the release does not attribute any of these moves to AI. One month of preliminary data can be revised. The 7.3 times figure, the two-year changes and the monthly averages are our arithmetic on BLS seasonally adjusted data.
This Week In The AI Supercycle
The Great Convergence of Capital, Power, and Geopolitics
This week’s issue: for two years the AI build-out was priced as a supply story, and last week as a credit story. This week it was priced as a permission story, and the answer arrived as a cost, not a ban.
Consulting added 17,300 jobs in October, about 7.3 times its average monthly gain over the prior year, and legal and accounting services also added jobs, BLS data show. Over two years, legal and consulting payrolls grew while computer systems design shrank 3.3%, by our arithmetic.
A note on sourcing. Employment figures are BLS seasonally adjusted Current Employment Statistics series, read from the BLS public data API on 9 November 2026; August to October 2026 values are preliminary. The AI framing is the Wall Street Journal’s, from its 7 November 2026 article. Monthly averages, the 7.3 times figure and the two-year changes are our arithmetic.
Gennaro Cuofano is a CRO and tech executive who has worked in AI since late 2015, starting with bringing NLP, natural-language generation, voice and chatbot products to the marketing industry. His background is in law and finance: he holds a Master's degree in Law and an International MBA with an emphasis on corporate finance (LUISS Business School and the University of San Diego, 2012), and worked as a financial analyst at a real-estate investment firm in San Diego and as an assistant controller. His work focuses on business model strategy, business engineering and, more broadly, structural analysis: how companies make money, read from their own filings. He created FourWeekMBA and leads research there and at The Business Engineer, his newsletter on AI and business strategy, with over 95,000 subscribers and more than 1,000 published analyses. His writing has also appeared on Entrepreneur (for example, How to Digitize a Family Business in Europe) and HackerNoon. Find him on LinkedIn and Substack. See how we source.
