AI hiring data AI skills in
AI skills in
job ads, 2026: how many ask, by role and company
Live dataLast updated 29 October 2026
How many job ads ask candidates to use AI, by role and by company. From every open ad at 1,333 software companies.
25%of job ads ask for AI
39,564job ads read
1,333companies
Short answer: 25% of job ads at software companies ask candidates to use AI, and 10% make it a requirement. That is far higher than counts of all US job ads, which include nursing, retail, driving and other jobs that rarely ask for AI. In office roles, asking for AI is already normal: finance (29%) and HR (30%) ask about as often as engineering (30%).
Check your company’s job ads for AI skills
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AI skills in job ads, by role
Share of each role’s ads that ask the candidate to use AI.
Share of job ads asking for AI, by role
39,564 ads at 1,333 software companies
Asks for AIAs a requirement Source: Lemonsignal. Get the data. Every ad, free with a work email
Companies and AI tools named most
Companies that ask for AI most often
Share of open roles that ask for AI, companies with 20 or more open roles.
AI tools job ads name most
Ads that name each tool. Only 24% of the ads that ask for AI name one.
- 1
Claude1177 ads - 2
Claude Code888 ads - 3
Cursor806 ads - 4
ChatGPT448 ads - 5
Copilot443 ads
How job ads ask for AI skills: real examples
What job ads ask for, one from each role.
-
“AI-native engineering practice: You use AI tools and agents as real collaborators, framing tasks clearly, reviewing generated changes, testing behavior, and designing workflows that make the broader team more effective.”
NotionEngineering
-
“You are comfortable working across inbound and outbound sales, using research and AI tools to work more effectively, and adapting your approach to different industries, people, and business needs.”
OktaSales
-
“You use AI tools as part of how you work, beyond prompting, whether that is building reusable skills or agents, wiring tools together to automate reporting, or knowing which parts of the workflow should stay manual.”
Mighty NetworksFinance
-
“You use AI tools in your daily work and can show how you use them, including when you step in because the output isn't good enough.”
DockerDesign
-
“You are comfortable using AI tools, checking their output, and distinguishing work that can be automated from decisions that require a lawyer.”
AngelListLegal and compliance
-
“Experience using AI tools as a routine part of your own work through a repeatable process, with a habit of checking the output for accuracy before relying on it.”
TruliooPeople and recruiting
-
“Hands-on experience using AI tools in real work (ChatGPT, Claude, Copilot, n8n or similar): you've briefed an assistant on a task, iterated on the prompt, checked its output, and formed opinions about where it fails.”
LendableCustomer support and success
-
“You will use AI and data tools daily to improve efficiency and inform your work, while remaining accountable for the accuracy and quality of everything you deliver.”
Grafana LabsMarketing
-
“AI Fluency: Uses AI tools confidently in day-to-day program work and can evaluate where AI can be responsibly and effectively applied to improve program processes.”
DatadogProduct
-
“Use LLM assistants/agents (e.g., Claude) daily in your work — research, drafting, analysis, problem-solving — with judgment about when AI is and isn’t the right tool, and a habit of verifying output.”
OuraOperations
46 companies that expect everyone to use AI
They say so in most of their ads, whatever the role.
- GitLab
- Gusto
- Zopa
- Deepgram
- 1Password
- Trulioo
- Collibra
- PandaDoc
- Asana
- Storyblok
- Vanta
- Klaviyo
- Dropbox
- Pendo
- Hopper
- Anrok
- Apollo.io
- BetterUp
- Close
- Cleo
- Dashlane
- DevRev
- Dovetail
- DriveWealth
- GovSignals
- Komodo Health
- Lorikeet
- Mentimeter
- Nextdoor
- Pelago
- Pipe17
- project44
- Sword
- TRM Labs
- Zego
- AppZen
- Array
- Autotrader
- Behavox
- Deputy
- Funding Circle
- Groupon
- Oportun
- Raspberry AI
- Clutch
- Lightning AI
AI skills in job ads at all 786 companies
Every company with 10 or more open roles, and the share that ask for AI.
| 1Password | 77 | 47% |
| 6sense | 29 | 38% |
| 84.51° | 11 | 27% |
| Aaru | 33 | 42% |
| Abacum | 13 | 31% |
| Abnormal Security | 83 | 52% |
| Abridge | 38 | 24% |
| Acceldata | 33 | 9% |
| Acorns | 14 | 29% |
| ActiveCampaign | 12 | 17% |
| Addi | 29 | 41% |
| Adyen | 205 | 13% |
| Affirm | 165 | 23% |
| AfterQuery | 38 | 32% |
| Agave | 11 | 27% |
| Agentio | 27 | 59% |
| Agicap | 19 | 11% |
| AiDash | 16 | 50% |
| AIM | 30 | 0% |
| AIOS | 18 | 61% |
| AiPrise | 19 | 16% |
| Airbnb | 175 | 30% |
| Airbyte | 10 | 40% |
| Aircall | 56 | 25% |
| AirGarage | 16 | 19% |
| AirOps | 20 | 40% |
| airSlate | 15 | 53% |
| Airwallex | 422 | 18% |
| Akido | 26 | 0% |
| Alan | 106 | 32% |
| Alchemy | 22 | 41% |
| Aledade PBC | 41 | 29% |
| Algolia | 20 | 25% |
| Allego | 12 | 8% |
| Allium | 10 | 10% |
| Alloy | 29 | 24% |
| Alpaca | 65 | 20% |
| AlphaSense | 164 | 22% |
| AlphaSights | 56 | 0% |
| Altruist | 55 | 64% |
| Ambience Healthcare | 19 | 16% |
| Amca | 43 | 5% |
| Amperity | 12 | 42% |
| Amplify | 22 | 36% |
| Amplitude | 38 | 42% |
| Anaplan | 106 | 15% |
| Anchorage | 21 | 5% |
| AngelList | 24 | 25% |
| Angi | 18 | 39% |
| Anrok | 14 | 36% |
| Anthropic | 665 | 12% |
| Antioch | 10 | 40% |
| Apify | 12 | 58% |
| Apollo.io | 53 | 53% |
| AppDirect | 65 | 22% |
| AppFolio | 31 | 29% |
| Appian | 138 | 23% |
| Applied Intuition | 302 | 9% |
| AppZen | 17 | 18% |
| Arca | 12 | 50% |
| Arcadia | 19 | 47% |
| Arena | 19 | 11% |
| Arize AI | 27 | 19% |
| Armadin | 25 | 36% |
| ARQ | 29 | 3% |
| Array | 20 | 40% |
| Asana | 104 | 43% |
| Ashby | 68 | 12% |
| Aspora | 10 | 0% |
| Assembled | 13 | 54% |
| AssemblyAI | 15 | 60% |
| Assort Health | 32 | 13% |
| Assured | 43 | 40% |
| Astronomer | 15 | 13% |
| Atira | 11 | 55% |
| Atlys | 23 | 13% |
| Attain | 11 | 55% |
| Attentive | 29 | 17% |
| Attio | 15 | 13% |
| Auctor | 10 | 20% |
| Augury | 12 | 0% |
| AutoProff | 12 | 33% |
| Autotrader | 15 | 0% |
| Aviatrix | 18 | 22% |
| Avoca | 20 | 35% |
| Axiom | 14 | 0% |
| Axonius | 20 | 35% |
| Baba | 14 | 50% |
| Back Market | 15 | 27% |
| BambooHR | 29 | 55% |
| Bankjoy | 13 | 39% |
| Banyan Software | 46 | 41% |
| Baselayer | 10 | 10% |
| Baseten | 103 | 18% |
| Bayesian Health | 13 | 62% |
| Behavox | 10 | 50% |
| Benchling | 44 | 30% |
| BeReal | 25 | 24% |
| Betterment | 25 | 24% |
| Bigger Games | 13 | 8% |
| Bitpanda | 26 | 12% |
| Bitwarden | 36 | 56% |
| Black Duck Software | 31 | 16% |
| Bland | 15 | 20% |
| Blend | 14 | 50% |
| Block | 167 | 32% |
| Blockchain | 36 | 31% |
| Bloomreach | 58 | 33% |
| Boku | 10 | 40% |
| Boulevard | 12 | 42% |
| Braintrust | 29 | 10% |
| Braze | 138 | 18% |
| Brevo | 24 | 46% |
| Brex | 99 | 27% |
| Brigit | 13 | 23% |
| Broccoli AI | 33 | 46% |
| Build Technologies | 10 | 0% |
| Bynder | 14 | 36% |
| Cabify | 58 | 10% |
| CAIS | 14 | 64% |
| Camber | 15 | 13% |
| Cambridge Mobile Telematics | 21 | 24% |
| Campfire | 46 | 13% |
| Campus | 19 | 11% |
| Canary Technologies Corp | 27 | 19% |
| Candid Health | 34 | 15% |
| Cape | 24 | 8% |
| Capital on Tap | 30 | 27% |
| capital.com | 56 | 23% |
| CaptivateIQ | 25 | 28% |
| Carta | 62 | 39% |
| Cartesia | 20 | 10% |
| Carwow | 33 | 24% |
| Catawiki | 34 | 27% |
| Cato Networks | 92 | 12% |
| Causal Labs | 21 | 5% |
| Celonis | 179 | 25% |
| Censys | 26 | 65% |
| Cerebras Systems | 118 | 11% |
| CertiK | 25 | 4% |
| Chainguard | 85 | 21% |
| Chalk | 11 | 9% |
| Character.AI | 13 | 8% |
| Checkr | 46 | 50% |
| Chime | 72 | 46% |
| Chronograph | 12 | 50% |
| Cinder | 10 | 40% |
| Circle | 11 | 36% |
| CircleCI | 13 | 31% |
| ClaimSorted | 17 | 18% |
| Clark | 21 | 5% |
| ClassDojo | 12 | 42% |
| ClearGov | 10 | 30% |
| ClickHouse | 165 | 12% |
| ClickUp | 48 | 44% |
| Clipboard | 26 | 15% |
| Cloudbeds | 23 | 17% |
| Cloudflare | 437 | 39% |
| Cloudinary | 12 | 42% |
| Clutch | 11 | 55% |
| Clutch Technologies | 65 | 14% |
| Coalfire | 14 | 0% |
| Coalition | 39 | 28% |
| Coast | 16 | 44% |
| Cockroach Labs | 13 | 62% |
| Coder | 27 | 56% |
| CodeRabbit | 44 | 41% |
| Codes Health | 16 | 25% |
| Cogent Security | 51 | 39% |
| Cognite | 41 | 24% |
| Cognition | 95 | 17% |
| Cohere | 113 | 14% |
| Coinbase | 193 | 24% |
| Collibra | 25 | 32% |
| Column | 21 | 14% |
| commercetools | 18 | 89% |
| Commure | 80 | 19% |
| ComplyAdvantage | 13 | 31% |
| Composio | 28 | 32% |
| Conduct | 18 | 11% |
| Confido | 38 | 8% |
| Consensys | 10 | 40% |
| Contentful | 23 | 9% |
| Contentsquare | 17 | 18% |
| Conveo.ai | 11 | 46% |
| Conversion | 15 | 20% |
| Corelight | 12 | 8% |
| Coupa | 40 | 15% |
| Coursera | 28 | 43% |
| Cresta | 81 | 24% |
| Cribl | 70 | 16% |
| Crosby | 24 | 21% |
| Crusoe | 308 | 15% |
| Crux AI | 30 | 73% |
| Crypto.com | 72 | 32% |
| CUBE | 15 | 27% |
| Culture Amp | 19 | 37% |
| Cursor | 119 | 17% |
| CuspAI | 20 | 15% |
| Customer.io | 23 | 48% |
| Cyberhaven | 31 | 19% |
| Dashlane | 10 | 80% |
| Databricks | 792 | 15% |
| DataCamp | 22 | 55% |
| Datadog | 334 | 25% |
| Dataiku | 12 | 17% |
| DataSnipper | 36 | 56% |
| DatologyAI | 14 | 7% |
| Decagon | 100 | 28% |
| Deepgram | 80 | 41% |
| DeepJudge | 19 | 5% |
| Delinea | 60 | 22% |
| Deliveroo | 207 | 21% |
| DevRev | 40 | 43% |
| Dialpad | 11 | 27% |
| Discord | 45 | 31% |
| Distyl AI | 25 | 88% |
| Docker | 53 | 40% |
| Docplanner | 31 | 55% |
| Doctolib | 132 | 33% |
| Doctrine | 36 | 11% |
| Doctronic | 17 | 53% |
| DoiT | 35 | 46% |
| Dojo | 25 | 24% |
| Domino | 15 | 20% |
| Doppel | 30 | 7% |
| Dorsia | 17 | 47% |
| Doxel | 17 | 18% |
| Drata | 28 | 25% |
| DriveWealth | 21 | 19% |
| Dropbox | 14 | 29% |
| Druva | 27 | 37% |
| DualEntry | 74 | 34% |
| Duna | 12 | 8% |
| Duolingo | 52 | 19% |
| Dust | 24 | 50% |
| E2B | 13 | 8% |
| EarnIn | 25 | 64% |
| Ebury | 147 | 14% |
| Eight Sleep | 38 | 26% |
| Elastic | 216 | 36% |
| ElevenLabs | 153 | 22% |
| EliseAI | 111 | 7% |
| Eliza | 13 | 62% |
| Elliptic | 21 | 62% |
| Emi Labs | 12 | 17% |
| Encord | 37 | 11% |
| Endor Labs | 32 | 13% |
| Enterpret | 15 | 40% |
| Envoy | 19 | 37% |
| Epic Games | 65 | 15% |
| Epidemic Sound | 30 | 70% |
| Eve | 20 | 15% |
| Everlaw | 31 | 39% |
| Exa | 50 | 40% |
| FacilityOS | 14 | 14% |
| Faculty | 60 | 18% |
| Faire | 56 | 38% |
| fal | 44 | 27% |
| FalconX | 18 | 11% |
| Farther | 32 | 28% |
| Fastly | 51 | 20% |
| Favorited | 12 | 8% |
| Feathery | 14 | 0% |
| Feedzai | 14 | 14% |
| Fellow | 14 | 29% |
| Fetch | 60 | 2% |
| Fieldguide | 45 | 64% |
| Fieldwire | 20 | 0% |
| Figma | 132 | 24% |
| Figure Lending | 14 | 0% |
| Finch | 10 | 10% |
| Fingerprint | 23 | 48% |
| Finix | 25 | 24% |
| Fireblocks | 22 | 0% |
| Firecrawl | 33 | 27% |
| Fivetran | 112 | 46% |
| Fleetio | 18 | 22% |
| Flex | 24 | 33% |
| Flexport | 129 | 12% |
| Flo Health | 27 | 41% |
| Float | 21 | 48% |
| Fluidstack | 253 | 11% |
| Focal Systems | 45 | 4% |
| Fonoa | 18 | 11% |
| Footprint | 13 | 23% |
| Fortell | 15 | 0% |
| Forter | 20 | 20% |
| Forward | 22 | 0% |
| FourKites | 15 | 40% |
| Fullstory | 11 | 73% |
| Funding Circle | 24 | 88% |
| G2 | 47 | 53% |
| Gainsight | 14 | 43% |
| Garage | 15 | 13% |
| Garner Health | 68 | 56% |
| Gecko Robotics | 17 | 18% |
| Gemini | 24 | 29% |
| Genius Sports | 33 | 6% |
| Geotab | 43 | 12% |
| GetYourGuide | 69 | 59% |
| Gigs | 27 | 37% |
| GitLab | 221 | 27% |
| GiveCampus | 11 | 36% |
| Glia | 16 | 50% |
| GOAT Group | 14 | 7% |
| GoCardless | 16 | 19% |
| GoFundMe | 19 | 47% |
| Goodfire | 29 | 3% |
| Gorgias | 14 | 43% |
| Grafana Labs | 127 | 52% |
| Granola | 22 | 23% |
| Greenhouse | 17 | 47% |
| Greenlight Financial Technology | 15 | 33% |
| Greptile | 19 | 16% |
| Groupon | 26 | 89% |
| Grover | 10 | 20% |
| Gumloop | 12 | 25% |
| Gushwork | 11 | 36% |
| Gusto | 88 | 69% |
| H1 | 26 | 4% |
| HackerRank | 23 | 44% |
| Harvey | 244 | 22% |
| Headway | 90 | 43% |
| Hello Heart | 18 | 78% |
| Helsing | 156 | 5% |
| Hex | 34 | 38% |
| Hinge Health | 80 | 54% |
| Homebase | 18 | 89% |
| Honeycomb | 15 | 47% |
| HUD | 31 | 36% |
| Hudl | 33 | 33% |
| Human Interest | 62 | 11% |
| Huntress | 31 | 48% |
| hyperexponential | 32 | 84% |
| ID.me | 47 | 47% |
| Illumio | 60 | 8% |
| IMC | 145 | 7% |
| Imprint | 21 | 62% |
| incident.io | 31 | 48% |
| Incode Technologies | 10 | 30% |
| Inferact | 24 | 8% |
| Infinity | 11 | 18% |
| Infisical | 12 | 50% |
| Inkitt | 11 | 36% |
| Instacart | 64 | 38% |
| Instawork | 46 | 22% |
| Instructure | 57 | 21% |
| Intellistack | 11 | 36% |
| Intercom | 68 | 37% |
| Inworld | 19 | 16% |
| Ironclad | 30 | 37% |
| Iru | 23 | 9% |
| Island | 33 | 27% |
| Ivalua | 41 | 17% |
| Jeeves | 26 | 65% |
| JFrog | 64 | 23% |
| Job&Talent | 37 | 22% |
| Jobber | 37 | 41% |
| Juicebox | 30 | 27% |
| Jumio | 17 | 18% |
| JumpCloud | 41 | 66% |
| Juniper Square | 48 | 77% |
| Justworks | 95 | 36% |
| K Health | 18 | 11% |
| Kaizen | 20 | 50% |
| Kaizen Gaming | 28 | 32% |
| Kalshi | 28 | 4% |
| Karat | 13 | 39% |
| Kaseya | 79 | 22% |
| Ketryx | 18 | 6% |
| Kikoff | 51 | 41% |
| Klaviyo | 99 | 54% |
| KnowBe4 | 48 | 8% |
| Kombo | 17 | 6% |
| Komodo Health | 24 | 88% |
| Kong | 93 | 15% |
| Krea | 12 | 8% |
| Labelbox | 10 | 30% |
| LABHOUSE | 21 | 48% |
| Lambda | 92 | 24% |
| LanceDB | 12 | 33% |
| LangChain | 98 | 21% |
| Langdock | 10 | 60% |
| Lassie | 15 | 27% |
| LaunchDarkly | 50 | 12% |
| Laurel | 12 | 33% |
| LeanData | 10 | 40% |
| Ledger | 13 | 54% |
| Legion | 19 | 26% |
| Legora | 237 | 17% |
| LemFi | 17 | 53% |
| Lemlist | 11 | 64% |
| lemon.markets | 11 | 18% |
| Lemonade | 37 | 43% |
| Lendable | 62 | 50% |
| Lightfield | 26 | 23% |
| Lightning AI | 46 | 9% |
| Lightspeed | 98 | 7% |
| Linear | 24 | 13% |
| Lio | 18 | 11% |
| Lithic | 10 | 40% |
| LiveKit | 27 | 30% |
| Luma | 21 | 19% |
| Luminai | 16 | 0% |
| Lunar | 14 | 0% |
| Lyft | 140 | 18% |
| Majority | 12 | 25% |
| Malt | 25 | 20% |
| Mantra | 14 | 14% |
| Mapbox | 26 | 8% |
| MarqVision | 15 | 13% |
| marshmallow | 13 | 39% |
| Matillion | 22 | 27% |
| Maven Clinic | 29 | 48% |
| Maxima | 16 | 25% |
| Mendix | 46 | 39% |
| Mentimeter | 15 | 40% |
| Mercor | 97 | 23% |
| Mercury | 79 | 28% |
| Mesh | 24 | 42% |
| Metabase | 19 | 16% |
| Middesk | 18 | 28% |
| Mindbody | 19 | 16% |
| Mintlify | 16 | 25% |
| Mirage | 15 | 13% |
| Mirakl | 17 | 35% |
| Mirendil | 12 | 0% |
| Miro | 11 | 46% |
| Mixpanel | 34 | 47% |
| Modal | 40 | 20% |
| Modus | 11 | 9% |
| Mollie | 45 | 18% |
| Moment | 12 | 8% |
| Monaco | 17 | 18% |
| Moneybox | 16 | 19% |
| MongoDB | 321 | 19% |
| Monte Carlo | 10 | 50% |
| Monzo | 63 | 10% |
| MoonPay | 21 | 33% |
| Morning Consult | 12 | 50% |
| Morpho | 12 | 33% |
| Moss | 28 | 21% |
| Motive | 10 | 0% |
| Motorway | 17 | 35% |
| Multiverse | 28 | 50% |
| Mural | 12 | 75% |
| Mysten Labs | 10 | 70% |
| N26 | 31 | 16% |
| n8n | 39 | 36% |
| NABIS | 22 | 14% |
| Nash | 22 | 18% |
| Navan | 166 | 18% |
| Neighbor | 11 | 27% |
| Neo4j | 47 | 2% |
| NerdWallet | 24 | 46% |
| Netic | 33 | 33% |
| Netskope | 94 | 28% |
| New Relic | 49 | 20% |
| NexHealth | 28 | 7% |
| Nextdoor | 18 | 56% |
| Nium | 22 | 18% |
| Nooks | 11 | 9% |
| Norm Law | 10 | 80% |
| Notion | 129 | 58% |
| Novig | 15 | 13% |
| Numeral | 23 | 35% |
| Numeric | 19 | 32% |
| Nuro | 95 | 10% |
| Oak | 14 | 14% |
| OakNorth | 26 | 35% |
| Obsidian Security | 15 | 47% |
| Odeko | 23 | 4% |
| Offchain | 13 | 8% |
| Okta | 354 | 25% |
| Omada Health | 20 | 50% |
| Omnea | 63 | 18% |
| Omnifold | 10 | 30% |
| Omniscient | 15 | 33% |
| Omnisend | 16 | 13% |
| Onebrief | 30 | 17% |
| Oneleet | 12 | 8% |
| Ontic | 14 | 36% |
| Opal Security | 18 | 17% |
| OpenAI | 783 | 15% |
| OpenGov | 57 | 39% |
| OpenRouter | 28 | 43% |
| OpenSpace | 10 | 30% |
| Ophelia | 15 | 20% |
| Oportun | 35 | 26% |
| Orb | 21 | 0% |
| Origin | 10 | 40% |
| Oscar | 150 | 6% |
| Otter | 19 | 0% |
| Oura | 93 | 27% |
| Outreach | 21 | 52% |
| Outset | 33 | 24% |
| Overjet | 27 | 33% |
| Owner.com | 49 | 35% |
| Oyster | 22 | 59% |
| Paddle | 17 | 35% |
| Padlet | 17 | 0% |
| Pagaya | 16 | 25% |
| PagerDuty | 40 | 43% |
| Palantir Technologies | 156 | 3% |
| Pangram Labs | 14 | 7% |
| Paraform | 13 | 23% |
| Patreon | 17 | 29% |
| Paxos | 21 | 43% |
| PayJoy | 81 | 10% |
| Payoneer | 96 | 23% |
| Pelago | 13 | 54% |
| Pendo | 26 | 73% |
| Pennylane | 163 | 5% |
| PermitFlow | 40 | 18% |
| Perplexity | 128 | 10% |
| Persona | 15 | 20% |
| Phantom | 14 | 29% |
| Photoroom | 11 | 55% |
| Physical Intelligence | 42 | 7% |
| PhysicsX | 33 | 12% |
| Pigment | 117 | 12% |
| Pika | 15 | 13% |
| Pillar | 11 | 9% |
| Ping Identity | 62 | 16% |
| 147 | 55% | |
| Pivotal | 28 | 25% |
| Plaid | 116 | 19% |
| Plane | 19 | 5% |
| PlanetScale | 11 | 36% |
| Pleo | 34 | 29% |
| Pliant | 28 | 29% |
| Pocket FM | 11 | 27% |
| PointFive | 12 | 67% |
| PointOne | 15 | 20% |
| Polymarket | 44 | 14% |
| PostHog | 11 | 0% |
| Primer | 17 | 6% |
| Probook | 11 | 18% |
| Prodigal | 11 | 55% |
| project44 | 19 | 74% |
| Prolific | 30 | 7% |
| Proof | 130 | 1% |
| Prosper | 13 | 8% |
| Proton | 13 | 8% |
| Prove | 12 | 17% |
| Pylon | 24 | 38% |
| quadric | 13 | 31% |
| Qualia | 13 | 54% |
| Qualtrics | 79 | 4% |
| Quantexa | 32 | 9% |
| Quindar | 19 | 16% |
| Qumulo | 19 | 16% |
| Qventus | 16 | 31% |
| Rad AI | 22 | 23% |
| Rain | 36 | 17% |
| Raindrop | 10 | 20% |
| Raisin | 28 | 32% |
| Recorded Future | 46 | 17% |
| 144 | 25% | |
| Redis | 26 | 23% |
| Reducto | 29 | 31% |
| Reevo | 21 | 52% |
| Reindeer | 13 | 23% |
| RELEX Solutions | 39 | 59% |
| Render | 35 | 23% |
| Replit | 32 | 47% |
| Rescale | 17 | 24% |
| ResolveAI | 19 | 26% |
| Retell AI | 26 | 31% |
| RevenueCat | 19 | 37% |
| Rho | 41 | 24% |
| Ridgeline | 22 | 50% |
| Rillet | 41 | 24% |
| Riot | 22 | 18% |
| Riot Games | 169 | 13% |
| Ripple | 73 | 16% |
| Riskified | 34 | 27% |
| Ritual | 13 | 0% |
| Riverlane | 32 | 3% |
| Ro | 51 | 12% |
| Robinhood | 150 | 27% |
| Roblox | 253 | 18% |
| Roboflow | 36 | 56% |
| Rocket Money | 19 | 37% |
| Rogo | 91 | 13% |
| Rover.com | 35 | 46% |
| Rubrik | 142 | 23% |
| Rune Technologies | 13 | 8% |
| Runlayer | 21 | 62% |
| RunPod | 27 | 11% |
| Salesloft | 32 | 28% |
| Salient | 13 | 15% |
| Salt Security | 11 | 18% |
| Samsara | 198 | 28% |
| Sanity | 33 | 21% |
| Sardine | 42 | 7% |
| Savvy | 27 | 74% |
| Scale AI | 161 | 26% |
| ScaleOps | 53 | 15% |
| Scaleway | 31 | 0% |
| Scarlet | 15 | 20% |
| Scopely | 165 | 39% |
| Scribe | 29 | 24% |
| SeatGeek | 19 | 58% |
| Semgrep | 12 | 17% |
| SentiLink | 38 | 11% |
| Sentry | 34 | 21% |
| Seon | 13 | 54% |
| Serval | 62 | 10% |
| Seven AI | 41 | 34% |
| Shift | 13 | 0% |
| Shift Technology | 11 | 18% |
| Short Story | 17 | 6% |
| Showpad | 21 | 29% |
| Sierra | 161 | 28% |
| Sieve | 15 | 0% |
| Sigma Computing | 56 | 23% |
| SigNoz | 13 | 15% |
| Simular | 12 | 17% |
| SingleStore | 33 | 27% |
| Siro | 16 | 44% |
| Skydropx | 36 | 6% |
| Skylight | 15 | 27% |
| Slice | 20 | 10% |
| SmartBear | 20 | 5% |
| Smartsheet | 81 | 19% |
| SnapLogic | 10 | 20% |
| Snappr | 15 | 47% |
| Snorkel AI | 43 | 26% |
| Snowflake | 321 | 32% |
| Snyk | 35 | 46% |
| Socure | 79 | 29% |
| SoFi | 61 | 13% |
| Solink | 21 | 33% |
| Solve Intelligence | 16 | 56% |
| SonarSource | 93 | 38% |
| Sonatype | 14 | 14% |
| Speak | 33 | 30% |
| Specter | 36 | 3% |
| Speechmatics | 10 | 40% |
| Spellbrush | 10 | 30% |
| Spotify | 83 | 30% |
| SpotOn | 70 | 3% |
| Sprout Social | 20 | 35% |
| Squarespace | 27 | 22% |
| Starburst | 29 | 17% |
| Steadily | 33 | 3% |
| Stedi | 20 | 10% |
| Step | 17 | 35% |
| Stepful | 35 | 23% |
| Storyblok | 13 | 23% |
| Strava | 28 | 14% |
| Stripe | 681 | 17% |
| Substack | 16 | 13% |
| Sumo Logic | 10 | 40% |
| SumUp | 238 | 7% |
| Suno | 69 | 38% |
| Supabase | 64 | 11% |
| Supercell | 35 | 60% |
| Superside | 13 | 62% |
| Swayable | 13 | 0% |
| Swile | 28 | 0% |
| Sword | 52 | 42% |
| Synthesia | 33 | 15% |
| Sysdig | 26 | 19% |
| Tabs | 27 | 7% |
| Tacto | 18 | 67% |
| Tailor | 50 | 38% |
| Tailscale | 28 | 11% |
| Tako | 14 | 7% |
| Taktile | 26 | 42% |
| Tanium | 59 | 22% |
| Taptap Send | 27 | 30% |
| Taskrabbit | 20 | 55% |
| Tavus | 19 | 21% |
| TaxBit | 13 | 39% |
| Tebi | 17 | 24% |
| Tekion | 72 | 14% |
| Telepatia | 20 | 20% |
| Teleport | 20 | 25% |
| tem | 19 | 42% |
| Temporal | 73 | 19% |
| TENEX.AI | 40 | 30% |
| Tennr | 29 | 14% |
| Testlio | 14 | 14% |
| Thatch | 30 | 23% |
| thatgamecompany | 31 | 10% |
| Thinking Machines Lab | 53 | 9% |
| Thndr | 17 | 0% |
| Thought Machine | 29 | 7% |
| Thumbtack | 32 | 56% |
| Tia | 28 | 0% |
| Tide | 67 | 9% |
| Tilt Finance | 18 | 44% |
| Tin Can | 18 | 61% |
| Tines | 33 | 33% |
| Titan | 12 | 8% |
| Toast | 283 | 19% |
| Together AI | 72 | 15% |
| Too Good To Go | 44 | 5% |
| Torq | 21 | 43% |
| Tovala | 12 | 8% |
| Town.com | 14 | 29% |
| Traba | 28 | 4% |
| Trainline | 34 | 27% |
| Traversal | 32 | 47% |
| Trellis AI | 12 | 25% |
| Tremendous | 22 | 36% |
| Triomics | 14 | 7% |
| TRM Labs | 115 | 60% |
| Trovy | 10 | 20% |
| Truecaller | 32 | 13% |
| Trulioo | 23 | 61% |
| Trustpilot | 34 | 3% |
| Truveta | 34 | 15% |
| Tulip Interfaces | 64 | 59% |
| Turing | 32 | 38% |
| Turquoise | 17 | 12% |
| TwelveLabs | 12 | 17% |
| Twilio | 114 | 19% |
| Twitch | 22 | 32% |
| Typeface | 18 | 22% |
| Typeform | 11 | 27% |
| Udacity | 24 | 17% |
| UiPath | 102 | 26% |
| Until | 12 | 0% |
| Upstart | 83 | 27% |
| Valon Tech | 26 | 31% |
| Vannevar | 28 | 21% |
| Vanta | 67 | 48% |
| Veeva | 442 | 7% |
| Veracode | 13 | 8% |
| Vercel | 89 | 19% |
| Veriff | 11 | 0% |
| Verisign | 14 | 14% |
| Verkada | 289 | 8% |
| Verse Medical | 32 | 6% |
| Vesta Innovations | 12 | 25% |
| Vestwell | 24 | 4% |
| Vetcove | 28 | 11% |
| VGS | 14 | 29% |
| Via | 148 | 11% |
| Vinyl Equity | 11 | 36% |
| Virta Health | 25 | 52% |
| voize | 40 | 20% |
| Volta | 43 | 7% |
| Vooma | 11 | 18% |
| Vori | 11 | 18% |
| VTEX | 29 | 38% |
| Wayflyer | 15 | 20% |
| Wayve | 172 | 8% |
| Wealthfront | 22 | 0% |
| WeTravel | 14 | 57% |
| Wise | 21 | 0% |
| Wolt | 160 | 13% |
| Wonderful | 47 | 30% |
| Wonderschool | 38 | 40% |
| Wordsmith AI | 16 | 44% |
| Workato | 33 | 15% |
| WorkOS | 28 | 43% |
| Workstream | 12 | 42% |
| Wrapbook | 14 | 71% |
| Wrike | 37 | 43% |
| Writer | 46 | 30% |
| Xendit | 20 | 0% |
| Xero | 87 | 64% |
| Yext | 19 | 42% |
| Yotpo | 17 | 59% |
| Yubico | 23 | 13% |
| YugabyteDB | 13 | 23% |
| Zapier | 12 | 75% |
| Zego | 36 | 44% |
| Zenoti | 45 | 7% |
| Zerocater | 10 | 0% |
| Zeromark | 10 | 0% |
| Zeta | 30 | 17% |
| Ziina | 13 | 54% |
| Zilch | 12 | 33% |
| Zip | 74 | 16% |
| ZipRecruiter | 33 | 18% |
| Zocdoc | 58 | 38% |
| ZoomInfo | 95 | 23% |
| Zopa | 35 | 31% |
| Zscaler | 294 | 65% |
| Zuora | 32 | 44% |
How we counted AI skills in job ads
We read every open job ad on the public Greenhouse, Lever and Ashby boards of 1,333 software companies on 29 October 2026: 45,496 ads, 39,564 after removing duplicates, internships and near-empty ads. An ad counts when a sentence about the person’s own work asks them to use AI.
The full method
- What countsA sentence that names an AI tool (ChatGPT, Claude, Copilot, Cursor and others) or says “AI tools”, “AI-assisted”, “AI fluency” and the like, about the person’s own work. Not: lines about the company’s product or customers, its rules on AI in applications, or a tool that shares the company’s name. Ads to build AI, such as training models (2% of ads), are counted apart.
- Company-wide textA sentence in at least 30% of a company’s ads counts once for the company, not once per ad. We read all 128 such sentences by hand; 46 say everyone is expected to use AI.
- Role and requirementThe role comes from the job title, by rules; 4,867 ads fit no role. An ask is a requirement when its sentence says must, required, expected, daily, proficient or experience with.
- LimitsMatching is done by rules, so the true shares are likely a few points lower than shown. We did not measure how many asks the rules missed. 67% of the ads were posted in the last 90 days.
Hiring for AI skills? How to test a candidate’s AI skills
Questions about AI skills in job ads
What share of job ads ask for AI skills in 2026?
In our count of 39,564 job ads at 1,333 software companies on 29 October 2026, 25% asked candidates to use AI in the work, and 10% said it as a requirement. That is far higher than counts of all US job ads, which include nursing, retail, driving and other jobs that rarely ask for AI.
Which jobs ask for AI skills most often?
Design (46% of ads), then marketing (34%), engineering (30%), product (31%), HR and recruiting (30%) and finance (29%). Sales asked least, at 17%.
Do non-technical jobs ask for AI skills?
Yes, about as often as technical ones: 29% of finance ads and 30% of HR and recruiting ads, against 30% of engineering ads.
Which AI tools do job ads name?
Only 24% of the ads that ask for AI name a tool. Claude is named most (1177 ads), then Claude Code (888) and Cursor (806).
Can I use this data?
Yes, with a link to this page. The numbers by role and by company are free to download as CSV files, and the chart can be embedded. For anything else, email lush@lemonsignal.io.