Dane o rekrutacji i AI Umiejętności AI
Umiejętności AI
w ogłoszeniach, 2026: ile ich oczekuje, według obszaru i firmy
Dane na żywoAutor: Lushane Mugunthan, współzałożyciel · Ostatnia aktualizacja: 29 października 2026
Ile ogłoszeń oczekuje od kandydatów używania AI, według obszaru i firmy. Ze wszystkich otwartych ogłoszeń w 1333 firmach programistycznych.
25%ogłoszeń oczekuje AI
39 564przeczytanych ogłoszeń
1333firm
Krótka odpowiedź: 25% ogłoszeń w firmach programistycznych oczekuje od kandydatów używania AI, a 10% stawia to jako wymóg. To znacznie więcej niż w zestawieniach wszystkich ogłoszeń w USA, które obejmują pielęgniarstwo, handel, kierowców i inne prace, gdzie rzadko oczekuje się AI. W pracy biurowej oczekiwanie AI jest już normą: finanse (29%) i HR (30%) oczekują go mniej więcej tak często jak inżynieria (30%).
Sprawdź ogłoszenia swojej firmy pod kątem umiejętności AI
Zobacz, co znajduje nasz bot, gdy aplikuje na jedno z Twoich otwartych stanowisk.
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Umiejętności AI w ogłoszeniach, według obszaru
Odsetek ogłoszeń w każdym obszarze, które oczekują od kandydata używania AI.
Odsetek ogłoszeń oczekujących AI, według obszaru
Ogłoszenia: 39 564, firmy programistyczne: 1333
Oczekuje AIJako wymóg Źródło: Lemonsignal. Pobierz dane. Każde ogłoszenie, bezpłatnie za służbowy e-mail
Firmy i najczęściej wymieniane narzędzia AI
Firmy, które najczęściej oczekują AI
Odsetek otwartych stanowisk oczekujących AI, firmy z co najmniej 20 otwartymi stanowiskami.
Narzędzia AI najczęściej wymieniane w ogłoszeniach
Ogłoszenia wymieniające każde narzędzie. Tylko 24% ogłoszeń oczekujących AI podaje jakieś.
- 1
Claudeogłoszenia: 1177 - 2
Claude Codeogłoszenia: 888 - 3
Cursorogłoszenia: 806 - 4
ChatGPTogłoszenia: 448 - 5
Copilotogłoszenia: 443
Jak ogłoszenia oczekują umiejętności AI: prawdziwe przykłady
Czego oczekują ogłoszenia, po jednym z każdego obszaru.
-
“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.”
NotionInżynieria
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“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.”
OktaSprzedaż
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“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 NetworksFinanse
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“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
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“You are comfortable using AI tools, checking their output, and distinguishing work that can be automated from decisions that require a lawyer.”
AngelListPrawo i compliance
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“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.”
TruliooHR i rekrutacja
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“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.”
LendableObsługa i sukces klienta
-
“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
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“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.”
DatadogProdukt
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“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.”
OuraOperacje
Firmy, które oczekują AI od wszystkich: 46
Mówią o tym w większości ogłoszeń, niezależnie od stanowiska.
- 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
Umiejętności AI w ogłoszeniach, firma po firmie
Przeczytaliśmy ogłoszenia 1333 firm. Tutaj są te z co najmniej 10 otwartymi stanowiskami (786), z odsetkiem ogłoszeń oczekujących 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% |
Jak policzyliśmy umiejętności AI w ogłoszeniach
Przeczytaliśmy każde otwarte ogłoszenie na publicznych stronach z ofertami Greenhouse, Lever i Ashby w 1333 firmach programistycznych, 29 października 2026: łącznie 45 496, a po usunięciu duplikatów, staży i niemal pustych ogłoszeń 39 564. Ogłoszenie się liczy, gdy zdanie o własnej pracy tej osoby oczekuje używania AI.
Pełna metoda
- Co się liczyZdanie, które wymienia narzędzie AI (ChatGPT, Claude, Copilot, Cursor i inne) albo mówi „AI tools”, „AI-assisted”, „AI fluency” i tym podobne, o własnej pracy tej osoby. Nie liczą się: zdania o produkcie lub klientach firmy, jej zasady dotyczące AI w aplikacjach ani narzędzie o tej samej nazwie co firma. Ogłoszenia o budowaniu AI, na przykład trenowaniu modeli (2% ogłoszeń), liczymy osobno.
- Tekst dla całej firmyZdanie obecne w co najmniej 30% ogłoszeń firmy liczy się raz dla firmy, a nie raz na ogłoszenie. Wszystkie takie zdania (128) przeczytaliśmy ręcznie; w 46 jest mowa, że każdy ma używać AI.
- Obszar i wymógObszar wynika z nazwy stanowiska, według reguł; ogłoszenia bez pasującego obszaru: 4867. Oczekiwanie jest wymogiem, gdy zdanie mówi must, required, expected, daily, proficient lub experience with.
- OgraniczeniaDopasowanie odbywa się według reguł, więc prawdziwe odsetki są pewnie o kilka punktów niższe. Nie zmierzyliśmy, ile oczekiwań reguły pominęły. 67% ogłoszeń opublikowano w ciągu ostatnich 90 dni.
Rekrutujesz pod umiejętności AI? Jak testować umiejętności AI kandydata
Pytania o umiejętności AI w ogłoszeniach
Jaki odsetek ogłoszeń oczekuje umiejętności AI w roku 2026?
W naszym zestawieniu 39 564 ogłoszeń w 1333 firmach programistycznych, stan na 29 października 2026, 25% oczekiwało od kandydatów używania AI w pracy, a 10% jako wymóg. To znacznie więcej niż w zestawieniach wszystkich ogłoszeń w USA, które obejmują pielęgniarstwo, handel, kierowców i inne prace, gdzie rzadko oczekuje się AI.
Które prace najczęściej oczekują umiejętności AI?
Design (46% ogłoszeń), potem marketing (34%), inżynieria (30%), produkt (31%), HR i rekrutacja (30%) oraz finanse (29%). Najrzadziej sprzedaż, 17%.
Czy prace nietechniczne oczekują umiejętności AI?
Tak, mniej więcej tak często jak techniczne: 29% ogłoszeń w finansach i 30% w HR i rekrutacji, wobec 30% w inżynierii.
Jakie narzędzia AI wymieniają ogłoszenia?
Tylko 24% ogłoszeń oczekujących AI podaje narzędzie. Najczęściej wymieniany jest Claude (ogłoszenia: 1177), potem Claude Code (888) i Cursor (806).
Czy mogę użyć tych danych?
Tak, z linkiem do tej strony. Dane według obszaru i firmy można bezpłatnie pobrać jako pliki CSV, a wykres można osadzić. W innych sprawach napisz na lush@lemonsignal.io.