{"source":"Breaknorm","page":"https://breaknorm.co/tools/awq","license":"https://breaknorm.co/terms","slug":"awq","name":"AWQ","vendor":"","category":"ml-frameworks","website":null,"jobs":{"companies":52,"postings":173,"posting_companies":135,"posted_30d":123,"companies_30d":104,"posted_90d":142,"companies_90d":118,"by_country":[["US",37],["GB",6],["IN",2],["BE",1],["CY",1],["FR",1],["KR",1],["MK",1],["SA",1],["TH",1]],"by_headcount":[["11-50",11],["1001-5000",10],["2-10",10],["201-500",6],["10001+",5],["51-200",5],["501-1000",3],["0-1",2]],"by_vertical":[["technology_software",34],["manufacturing_industry",7],["business_finance_services",3],["commerce_trade",2],["community_associations_public",2],["automotive",1],["consumer_services_leisure",1],["media_content",1],["utilities_infrastructure",1]],"by_function":[["data_and_ai",144,116],["software_engineering",12,8],["engineering_non_software",5,3],["research_and_science",1,1],["sales",1,1]],"co_tech":[["gptq",155,126],["pytorch",134,107],["kubernetes",108,90],["docker",103,86],["google-cloud-platform",92,80],["hugging-face",91,78],["tensorflow",91,76],["langchain",89,77],["vllm",88,61],["pinecone",87,76],["autogen",85,76],["langgraph",85,76],["llamaindex",84,73],["terraform",84,72],["kubeflow",83,72],["vertex-ai",81,73],["chroma",80,72],["gemini",75,69],["google-bigquery",75,67],["google-cloud-build",75,67],["google-cloud-dataflow",75,67],["google-cloud-run",75,67],["google-kubernetes-engine",75,67],["cuda",57,37],["sglang",53,36],["tensorrt-llm",49,33],["gguf",30,25]]},"overlap":0,"dns":null,"outbound":null,"top_note":"Companies with 51+ employees and at least medium-confidence evidence in their own postings; job boards and portals left out.","top_total":18,"top":[{"domain":"amd.com","name":"AMD","country":"GB","city":"East Markham","headcount":"10001+","leaf":"semiconductor_manufacturers","summary":"AMD is a semiconductor and AI technology company that develops and sells CPU, GPU, and adaptive computing solutions for data centers, edge, and AI PCs."},{"domain":"opswat.com","name":"OPSWAT","country":"US","city":"Tampa","headcount":"501-1000","leaf":"managed_cybersecurity_services","summary":"OPSWAT is a cybersecurity company that provides AI-powered threat prevention for critical infrastructure, serving finance, energy, government, defense, and manu."},{"domain":"octo.com","name":"OCTO TECHNOLOGY","country":"FR","city":"Paris","headcount":"1001-5000","leaf":"it_services_and_consulting","summary":"OCTO TECHNOLOGY is an IT consulting and implementation firm that provides product and design, software engineering, cloud and platform, data and AI, and sustain."},{"domain":"impactanalytics.ai","name":"Impact Analytics","country":"US","city":"Linthicum Heights","headcount":"11-50","leaf":"ecommerce_merchant_apps","summary":"Impact Analytics is an AI software provider for retail that offers autonomous AI agent orchestration and a unified platform for inventory, merchandising, pricin."},{"domain":"digitalocean.com","name":"DigitalOcean","country":"US","city":"Broomfield","headcount":"1001-5000","leaf":"gpu_cloud_and_ai_compute","summary":"DigitalOcean is a cloud computing and AI infrastructure provider that offers managed agents, an inference engine, and data and learning services for AI workload."},{"domain":"geniusee.com","name":"Geniusee","country":"US","city":null,"headcount":"201-500","leaf":"applied_ai_ml_development","summary":"Geniusee is a software engineering and technology services company that provides AI development, data science, cloud infrastructure, and consulting for business."},{"domain":"netskope.com","name":"Netskope","country":"US","city":"Santa Clara","headcount":"1001-5000","leaf":"cybersecurity_iam_software","summary":"Netskope is a cybersecurity platform provider that delivers SASE, Zero Trust Network Access, cloud security and data security for enterprises."},{"domain":"iqvia.com","name":"IQVIA","country":"US","city":null,"headcount":"10001+","leaf":"pharmaceutical_manufacturers","summary":"IQVIA is a global healthcare information technology and pharma clinical research company that provides research and development, commercialization, real world e."},{"domain":"ravenpack.com","name":"RavenPack","country":"US","city":"Marbella","headcount":"51-200","leaf":"business_intelligence_analytics_software","summary":"RavenPack is a financial data analytics platform that turns unstructured news, transcripts, filings and social media into structured insights for investment pro."},{"domain":"kohls.com","name":"Kohl's, Inc.","country":"US","city":null,"headcount":"10001+","leaf":"fashion_retail_stores","summary":"Kohl's, Inc."},{"domain":"jpmorgan.com","name":"J.P. Morgan","country":"US","city":"New York","headcount":"10001+","leaf":"wealth_management_general","summary":"J.P."},{"domain":"avepoint.com","name":"AvePoint","country":"US","city":"Jersey City","headcount":"1001-5000","leaf":"cybersecurity_iam_software","summary":"AvePoint is a software company that provides data protection, security, compliance, and governance platforms for organizations in regulated industries and gover."},{"domain":"tekever.com","name":"TEKEVER","country":"GB","city":"Lisboa","headcount":"201-500","leaf":"defence_systems_manufacturers","summary":"TEKEVER is a technology company that provides AI-driven autonomous systems and unmanned aerial systems for civil and defence missions."},{"domain":"sarvam.ai","name":"Sarvam","country":"IN","city":"Indiranagar (Bangalore)","headcount":"201-500","leaf":"ai_content_generation_platforms","summary":"Sarvam is an AI platform built in India that provides text-to-speech, speech-to-text, translation, and document digitisation APIs and products for enterprises, ."},{"domain":"42dot.ai","name":"42dot","country":"KR","city":"Seongnam-si","headcount":"501-1000","leaf":"automotive_dealer_software","summary":"42dot is a mobility AI company and the Global Software Center of Hyundai Motor Group that develops software-defined vehicles, vehicle operating systems, infotai."},{"domain":"nebius.com","name":"Nebius","country":"US","city":"Schiphol","headcount":"201-500","leaf":"gpu_cloud_and_ai_compute","summary":"Nebius is an AI cloud and AI infrastructure provider that offers managed inference, MLOps, modelOps, serverless AI, and the Nebius Token Factory for AI develope."},{"domain":"cyncly.com","name":"Cyncly","country":"GB","city":"Ashby de la Zouch","headcount":"1001-5000","leaf":"erp_software","summary":"Cyncly is a software company that provides end-to-end solutions for kitchen, bathroom, furniture, flooring, and window and door businesses."},{"domain":"team.blue","name":"team.blue","country":"BE","city":"Sint-Kruis-Winkel","headcount":"1001-5000","leaf":"website_builder_platforms","summary":"team.blue is a SaaS platform that provides AI-powered digital products and services for small and medium businesses across Europe."}],"footprint_top_total":0,"footprint_top_note":"Companies with 1,000+ employees whose website or DNS carries AWQ but whose postings never name it: the part of the market job data alone misses.","footprint_top":[],"countries":[],"as_of":"2026-11-04","updated_at":"2026-11-04","hash":"b248da788032f93b","index_tier":1,"prev":{"as_of":"2026-11-03","footprint":0,"jobs_companies":52}}