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AI in hiring, performance reviews and headcount

How companies changed interviews, performance reviews, headcount requests and code review because of AI.

32 companies. Claims are quoted or paraphrased from the linked sources; check the source date, because policies change.

Company	Industry / size	What the sources say
Adobe Mandate: unclear	Design / SaaS 5k-50k employees	Engineering headcount is being held flat while output targets rise. (Time Under Tension, 2026-05-06)
Airbnb Mandate: unclear	Travel / marketplace 5k-50k employees	Chesky said there is no room for 'pure people managers'. Many design and engineering managers are going back to coding or using Claude Code. (Business Insider, 2026-05-08; Motley Fool, 2026-05-07)
Amazon Mandate: unclear	Big tech 50k+ employees	After employee pushback on top-down targets, the program shifted toward 'collaborative AI practices'. (Business Insider, 2026-04-27)
AMD Mandate: unclear	Semiconductors / AI 5k-50k employees	AMD says the aim is 'not to reduce headcount'. (IEEE Spectrum, 2026-08-17)
Anthropic Mandate: unclear	AI lab Under 5k employees	Anthropic says human code review has become a bottleneck as code volume grows. (Anthropic Institute, 2026-06-04) Business Insider reported that an Anthropic report from October 2026 said it has hired for a smaller share of junior technical positions as agents took on more work. (Business Insider, 2026-10-22)
Apple Mandate: unclear	Big tech 50k+ employees	A large share of Siri engineers were sent to a multi-week AI coding bootcamp, and some teams put large parts of their budgets toward Claude Code, MacRumors reported, relaying The Information. (MacRumors, 2026-04-15)
Block Mandate: unclear	Fintech / payments 5k-50k employees	Block runs an AI Champions program in which engineers spend part of their time driving AI adoption within teams. (Block Engineering, 2026-01-18)
Box Mandate: unclear	Enterprise SaaS Under 5k employees	'Keep what you kill': teams that save money with AI primarily reinvest the savings back into the same org for more strategic work. (Aaron Levie on LinkedIn, 2025-04-30) A mentorship program paired Cursor power users with newer adopters for an hour a week. Cursor reports it raised usage 75% in six weeks. (Cursor customer story, 2026-02-13) In May 2026 Box posted an 'AI Business Automation Engineer' role, which Levie described as a forward-deployed engineer for internal functions. (Business Insider, 2026-05-11)
Canva Mandate: unclear	Design / SaaS 5k-50k employees	Candidates for backend, frontend and ML engineering roles are expected to use AI tools in interviews. An 'AI-Assisted Coding' interview replaces the CS Fundamentals screen. (Canva Engineering, 2025-06-11; ACS Information Age, 2025-06-13) Humphreys said senior engineers now describe their jobs as 'largely review': writing detailed instructions for agents that run in the background, sometimes overnight. (Business Insider, 2026-02-15) Canva gave all 5,300 employees a week off normal work for its second AI Discovery Week in 2026. (Canva Newsroom, 2026-05-19)
Cisco Mandate: unclear	Networking / security 50k+ employees	Jeetu Patel said engineers spend only 30-35% of their time actually writing code, and urged employees to upskill to stay relevant. (Cisco Newsroom, 2026-03-01; India Today, 2026-02-24)
Coinbase Mandate: yes	Crypto / fintech Under 5k employees	Coinbase holds monthly meetings where teams that use AI creatively share what they did. (TechCrunch, 2025-08-22) The May 2026 restructuring cut about 14% of staff, capped the org at five layers below the CEO/COO, removed pure-manager roles and introduced AI-native pods, including one-person teams. (Coinbase blog, 2026-05-05) Cointelegraph reported that junior developer roles were among those affected by the layoffs. (Cointelegraph, 2026-07-14)
Duolingo Mandate: unclear	Edtech / consumer apps Under 5k employees	AI use will be part of what Duolingo looks for in hiring. (The Verge, 2025-04-28; Business Insider, 2025-04-29) Superseded: AI use was to be part of performance reviews (April 2025). Duolingo dropped this metric by April 2026. (The Verge, 2025-04-28; Business Insider, 2025-04-29; Fortune, 2026-04-13) Headcount will only be given if a team cannot automate more of its work. (The Verge, 2025-04-28; Business Insider, 2025-04-29) Duolingo will gradually stop using contractors for work AI can handle. (The Verge, 2025-04-28)
Fiverr Mandate: unclear	Marketplace Under 5k employees	Kaufman wrote that programmers should master tools such as Cursor, and that it doesn't make sense to hire more people before the company learns how to do more with what it has. (Micha Kaufman on LinkedIn, 2025-04-08)
GitHub Mandate: unclear	Developer tools Under 5k employees	Agent-generated load on the platform forced GitHub to raise its capacity planning from 10x to 30x. (Times of India, 2026-05-05)
Google (Alphabet) Mandate: unclear	Big tech 50k+ employees	Business Insider reported that Pichai told employees at a mid-2025 all-hands that they need to use AI to stay competitive. (Business Insider, 2025-11-14)
IBM Mandate: unclear	Big tech 50k+ employees	IBM is tripling US entry-level hiring in 2026 and rewriting junior roles around AI. (Fortune, 2026-02-13)
Intel Mandate: unclear	Semiconductors / AI 50k+ employees	An Intel chip-design job post lists experience with GitHub Copilot, Claude Code and Cursor as preferred. (Intel careers, 2026-10-01)
Intercom Mandate: yes	SaaS / customer service AI Under 5k employees	Code review changed: 19% of merged PRs are now auto-approved by AI with no human review. (Darragh Curran (Intercom CTO) on LinkedIn, 2026-04-16)
LinkedIn Mandate: unclear	Social / professional network 5k-50k employees	P90 time to first human review rose in Q4 2025, one reason LinkedIn invested in AI review. (LinkedIn Engineering, 2026-08-13)
Meta Mandate: unclear	Big tech 50k+ employees	Meta said 'AI-driven impact' would become a core expectation in performance reviews starting in 2026. (Business Insider, 2025-11-14) Meta allows job candidates to use AI in coding interviews. (Business Insider, 2025-11-14)
Microsoft Mandate: yes	Big tech 50k+ employees	Managers were told AI use should factor into holistic performance reflections. Business Insider reported that some teams were considering a more formal usage metric. (Business Insider, 2025-06-27)
Nvidia Mandate: yes	Semiconductors / AI 5k-50k employees	Huang proposed giving engineers AI tokens worth about half their base pay on top of salary, because 'every engineer that has access to tokens will be more productive'. (CNBC, 2026-03-20)
OpenAI Mandate: unclear	AI lab 5k-50k employees	The team says the traditional PR flow is 'starting to crack' under the volume of agent-written code. (The Pragmatic Engineer, 2026-02-17) Legal, finance and recruiting staff switched to agent-based work around April 2026. (OpenAI, 2026-06-25)
Oracle Mandate: unclear	Big tech 50k+ employees	Oracle cut about 21,000 roles; its annual report links the restructuring to AI. (BBC, 2026-06-23) Oracle said it will need fewer developers as it brings in AI coding tools, with smaller teams building software. (CIO, 2026-03-12)
Reddit Mandate: unclear	Social media Under 5k employees	Huffman said Reddit is not cutting engineering jobs because of AI and is hiring AI-native new graduates. (Livemint, 2026-03-22; Yahoo Finance, 2026-03-22)
Salesforce Mandate: unclear	Enterprise SaaS 50k+ employees	Benioff said Salesforce would not add any more software engineers in 2025. (Salesforce Ben, 2024-12-18; The Register, 2025-02-27) In January 2026 Benioff said he had held engineering headcount (about 15,000) mostly flat because of AI productivity, while hiring 20% more account executives. (ITPro, 2026-01-15)
Shopify Mandate: yes	E-commerce 5k-50k employees	Performance and peer reviews include AI usage. Per BVP's April 2026 profile, employees are evaluated on how 'AI-reflexive' they are in twice-yearly reviews. (Tobi Lütke memo, 'Reflexive AI usage is , 2025-04-07; Digital Commerce 360, 2025-04-08; BVP Atlas, 2026-04-02) Before asking for more headcount or resources, teams must show why they cannot get what they want done using AI. (Tobi Lütke memo, 'Reflexive AI usage is , 2025-04-07; Tom's Hardware, 2025-04-07) AI exploration is expected in the prototype phase of every GSD project. (Tobi Lütke memo, 'Reflexive AI usage is , 2025-04-07)
Snowflake Mandate: unclear	Data / cloud platform 5k-50k employees	Snowflake says productivity gains show up partly as slower hiring. (Snowflake Q1 FY2027 earnings call transc, 2026-05-27)
SpaceX (incl. SpaceXSI, formerly xAI) Mandate: unclear	AI lab / aerospace 5k-50k employees	When Anthropic cut off Claude access through Cursor, cofounder Tony Wu told staff it would mean a 'productivity hit' but 'pushes us to develop our own coding product'. (Times of India, 2026-01-11) Top Starlink and Starship engineers shifted time to AI work, and the company acquired Cursor, Business Insider reported. (Business Insider, 2026-06-29) Many xAI cofounders and engineers left around the SpaceX acquisition, and the AI unit was rebuilt. (Fortune, 2026-03-16)
Tesla Mandate: unclear	Automotive / energy 50k+ employees	An Elon Musk memo told Tesla staff to switch to Grok 'when possible' to cut costs. (Electrek, 2026-07-10)
Uber Mandate: unclear	Mobility / marketplace 5k-50k employees	Code review changed: an AI reviewer now runs on every commit in CI across all six of Uber's monorepos, in addition to human review. (Uber Engineering, 2025-08-12) Uber said in May 2026 that it is slowing hiring to fund AI investment. The CTO said it had already spent its 2026 Claude Code budget. (Business Insider, 2026-05-06)
Zapier Mandate: yes	SaaS / automation Under 5k employees	All new hires are assessed against an AI-fluency rubric. Version 2 (March 2026) uses levels from 'Unacceptable' up to 'Transformative' and adds accountability as a component. (Wade Foster on LinkedIn, 2025-05-30; Zapier blog, 2026-03-31) Managers are expected to show they have led AI adoption on their teams. (Zapier blog, 2026-03-31)