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Data rekrutmen AI

Keterampilan AI di
iklan lowongan, 2026: berapa banyak yang meminta, per peran dan perusahaan

Data langsungOleh Lushane Mugunthan, salah satu pendiri · Terakhir diperbarui 29 Oktober 2026

Berapa banyak iklan lowongan yang meminta kandidat memakai AI, per peran dan per perusahaan. Dari setiap iklan terbuka di 1.333 perusahaan perangkat lunak.

Setiap kotak mewakili 1 dari 100 iklan lowongan. Yang kuning meminta Anda memakai AI.
25%iklan lowongan meminta AI
39.564iklan lowongan dibaca
1.333perusahaan

Jawaban singkat: 25% iklan lowongan di perusahaan perangkat lunak meminta kandidat memakai AI, dan 10% menjadikannya syarat. Itu jauh lebih tinggi daripada hitungan semua iklan lowongan AS, yang mencakup perawat, ritel, pengemudi, dan pekerjaan lain yang jarang meminta AI. Di peran kantoran, meminta AI sudah menjadi hal biasa: keuangan (29%) dan HR (30%) meminta sesering engineering (30%).

Periksa keterampilan AI di iklan lowongan perusahaan Anda

Lihat apa yang ditemukan bot kami saat melamar ke salah satu lowongan Anda.

Kami akan mengirim laporan Anda lewat email.

Keterampilan AI di iklan lowongan, per peran

Porsi iklan di setiap peran yang meminta kandidat memakai AI.

Porsi iklan lowongan yang meminta AI, per peran

39.564 iklan di 1.333 perusahaan perangkat lunak

  1. Desain 46%
  2. Pemasaran 34%
  3. Produk 31%
  4. Engineering 30%
  5. SDM dan rekrutmen 30%
  6. Keuangan 29%
  7. Data 27%
  8. Hukum dan kepatuhan 26%
  9. Operasional 26%
  10. Dukungan dan kesuksesan pelanggan 20%
  11. Penjualan 17%
Meminta AISebagai syarat Sumber: Lemonsignal. Dapatkan datanya. Setiap iklan, gratis dengan email kerja

Perusahaan dan alat AI yang paling sering disebut

Perusahaan yang paling sering meminta AI

Porsi lowongan terbuka yang meminta AI, perusahaan dengan 20 lowongan terbuka atau lebih.

  1. 1Groupon89% dari 26 peran
  2. 2Distyl AI88% dari 25 peran
  3. 3Komodo Health88% dari 24 peran
  4. 4Funding Circle88% dari 24 peran
  5. 5hyperexponential84% dari 32 peran

Alat AI yang paling sering disebut iklan lowongan

Iklan yang menyebut setiap alat. Hanya 24% iklan yang meminta AI menyebut satu alat.

  1. 1Claude1177 iklan
  2. 2Claude Code888 iklan
  3. 3Cursor806 iklan
  4. 4ChatGPT448 iklan
  5. 5Copilot443 iklan

Cara iklan lowongan meminta keterampilan AI: contoh nyata

Apa yang diminta iklan lowongan, satu dari setiap peran.

  • “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.”

    OktaPenjualan

  • “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 NetworksKeuangan

  • “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.”

    DockerDesain

  • “You are comfortable using AI tools, checking their output, and distinguishing work that can be automated from decisions that require a lawyer.”

    AngelListHukum dan kepatuhan

  • “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.”

    TruliooSDM dan rekrutmen

  • “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.”

    LendableDukungan dan kesuksesan pelanggan

  • “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 LabsPemasaran

  • “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.”

    DatadogProduk

  • “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.”

    OuraOperasional

46 perusahaan yang mengharapkan semua orang memakai AI

Mereka mengatakannya di sebagian besar iklan mereka, apa pun perannya.

Keterampilan AI di iklan lowongan, per perusahaan

Kami membaca iklan lowongan 1.333 perusahaan. 786 perusahaan dengan 10 lowongan terbuka atau lebih tercantum di sini, beserta porsi yang meminta 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%
Pinterest 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%
Reddit 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%

Cara kami menghitung keterampilan AI di iklan lowongan

Kami membaca setiap iklan lowongan terbuka di papan publik Greenhouse, Lever, dan Ashby dari 1.333 perusahaan perangkat lunak pada 29 Oktober 2026: 45.496 iklan, 39.564 setelah menghapus duplikat, magang, dan iklan yang nyaris kosong. Sebuah iklan dihitung jika ada kalimat tentang pekerjaan orang itu sendiri yang memintanya memakai AI.

Metode lengkap

  • Apa yang dihitungKalimat yang menyebut alat AI (ChatGPT, Claude, Copilot, Cursor, dan lainnya) atau mengatakan “AI tools”, “AI-assisted”, “AI fluency”, dan sejenisnya, tentang pekerjaan orang itu sendiri. Tidak termasuk: baris tentang produk atau pelanggan perusahaan, aturannya tentang AI dalam lamaran, atau alat yang namanya sama dengan perusahaan. Iklan untuk membangun AI, seperti melatih model (2% iklan), dihitung terpisah.
  • Teks untuk seluruh perusahaanKalimat yang ada di setidaknya 30% iklan sebuah perusahaan dihitung sekali untuk perusahaan itu, bukan sekali per iklan. Kami membaca semua 128 kalimat seperti itu secara manual; 46 mengatakan semua orang diharapkan memakai AI.
  • Peran dan syaratPeran berasal dari jabatan, berdasarkan aturan; 4.867 iklan tidak cocok dengan peran mana pun. Permintaan dianggap syarat jika kalimatnya mengatakan must, required, expected, daily, proficient, atau experience with.
  • KeterbatasanPencocokan dilakukan dengan aturan, jadi porsi sebenarnya kemungkinan beberapa poin lebih rendah dari yang ditampilkan. Kami tidak mengukur berapa banyak permintaan yang terlewat oleh aturan. 67% iklan dipasang dalam 90 hari terakhir.

Merekrut untuk keterampilan AI? Cara menguji keterampilan AI kandidat

Pertanyaan tentang keterampilan AI di iklan lowongan

Berapa porsi iklan lowongan yang meminta keterampilan AI pada 2026?

Dalam hitungan kami atas 39.564 iklan lowongan di 1.333 perusahaan perangkat lunak pada 29 Oktober 2026, 25% meminta kandidat memakai AI dalam pekerjaan, dan 10% menyebutnya sebagai syarat. Itu jauh lebih tinggi daripada hitungan semua iklan lowongan AS, yang mencakup perawat, ritel, pengemudi, dan pekerjaan lain yang jarang meminta AI.

Pekerjaan apa yang paling sering meminta keterampilan AI?

Desain (46% iklan), lalu pemasaran (34%), engineering (30%), produk (31%), HR dan rekrutmen (30%), dan keuangan (29%). Penjualan paling sedikit, 17%.

Apakah pekerjaan non-teknis meminta keterampilan AI?

Ya, kurang lebih sesering pekerjaan teknis: 29% iklan keuangan dan 30% iklan HR dan rekrutmen, dibandingkan 30% iklan engineering.

Alat AI apa yang disebut iklan lowongan?

Hanya 24% iklan yang meminta AI menyebut nama alat. Claude paling sering disebut (1177 iklan), lalu Claude Code (888) dan Cursor (806).

Bolehkah saya memakai data ini?

Boleh, dengan tautan ke halaman ini. Angka per peran dan per perusahaan gratis diunduh sebagai file CSV, dan grafiknya bisa disematkan. Untuk hal lain, kirim email ke lush@lemonsignal.io.

Lihat cara kandidat benar-benar bekerja dengan AI.

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