{"source":"Breaknorm","page":"https://breaknorm.co/tools/ray","license":"https://breaknorm.co/terms","slug":"ray","name":"Ray","vendor":"Anyscale","category":"distributed-processing","website":null,"jobs":{"companies":477,"postings":1650,"posting_companies":661,"posted_30d":806,"companies_30d":340,"posted_90d":1251,"companies_90d":498,"by_country":[["US",358],["GB",24],["DE",12],["IN",10],["CA",9],["AU",5],["SG",5],["CH",4],["FI",4],["BR",3],["FR",3],["NL",3]],"by_headcount":[["2-10",85],["51-200",71],["11-50",65],["1001-5000",60],["201-500",58],["10001+",48],["501-1000",37],["0-1",34],["5001-10000",19]],"by_vertical":[["technology_software",261],["business_finance_services",69],["manufacturing_industry",50],["community_associations_public",27],["media_content",24],["utilities_infrastructure",9],["automotive",8],["consumer_services_leisure",7],["commerce_trade",6],["property_construction",6],["transport_logistics_rental",5],["health_care",2]],"by_function":[["data_and_ai",930,433],["software_engineering",337,163],["it_operations_and_business_systems",44,26],["sales",34,14],["product_program_and_project_management",25,17],["engineering_non_software",19,12],["customer_service_and_success",11,7],["unknown",7,7],["business_development_and_strategy",6,4],["design_and_ux",6,6],["human_resources",6,5],["finance_and_accounting",5,2],["marketing_and_communications",5,4],["research_and_science",5,4],["legal_compliance_and_risk",2,2],["construction_and_civil",1,0],["education_and_training",1,1],["facilities_cleaning_and_security",1,1],["manufacturing_and_production",1,1],["retail_and_store_operations",1,0]],"co_tech":[["kubernetes",1032,436],["pytorch",798,361],["apache-spark",693,290],["aws",590,270],["google-cloud-platform",469,211],["go",412,175],["c-plus-plus",405,171],["microsoft-azure",405,177],["tensorflow",392,179],["docker",345,211],["vllm",342,188],["mlflow",316,195],["java",312,119],["terraform",290,189],["slurm",281,141],["apache-airflow",278,154],["cuda",249,137],["kubeflow",234,131],["rust",214,105],["linux",205,119],["apache-kafka",176,112],["jax",175,101],["scala",165,44],["pandas",163,52],["prometheus",162,108],["numpy",156,46],["grafana",155,107]]},"overlap":0,"dns":null,"outbound":null,"top_note":"Companies with 201+ employees and high-confidence evidence in their own postings; job boards and portals left out.","top_total":27,"top":[{"domain":"northeastern.edu","name":"Northeastern University","country":"US","city":null,"headcount":"501-1000","leaf":"universities","summary":"Northeastern University is a nonprofit university that provides undergraduate, graduate and doctoral degrees, research and global initiatives across multiple ca."},{"domain":"coreweave.com","name":"CoreWeave","country":"US","city":"Livingston","headcount":"501-1000","leaf":"gpu_cloud_and_ai_compute","summary":"CoreWeave is a cloud AI infrastructure provider that offers GPU compute, AI model training, inference, and reinforcement learning for AI labs, platforms, and en."},{"domain":"nearmap.com","name":"Nearmap","country":"US","city":"Lehi","headcount":"201-500","leaf":"drone_laser_scanning_survey","summary":"Nearmap is a property intelligence company that captures its own aerial imagery and analyzes it with proprietary AI to deliver data for property decisions."},{"domain":"ubisoft.com","name":"Ubisoft","country":"GB","city":null,"headcount":"10001+","leaf":"game_studios","summary":"Ubisoft is a video game publisher and developer that creates and sells action-adventure, shooter, open-world and strategy games to consumers."},{"domain":"docusign.com","name":"Docusign","country":"US","city":"Issy-les-Moulineaux","headcount":"5001-10000","leaf":"document_management_automation","summary":"Docusign is a software company that provides agreement and eSignature management for businesses and enterprises."},{"domain":"samsara.com","name":"Samsara","country":"US","city":"América","headcount":"1001-5000","leaf":"gps_fleet_tracking_telematics","summary":"Samsara is a fleet management software company that provides GPS fleet tracking, AI dash cams, driver coaching, and equipment tracking for fleet operators, tran."},{"domain":"epicgames.com","name":"Epic Games, Inc.","country":null,"city":null,"headcount":"1001-5000","leaf":"game_studios","summary":"Epic Games, Inc."},{"domain":"nvidia.com","name":"NVIDIA","country":"US","city":"Santa Clara","headcount":"10001+","leaf":"gpu_cloud_and_ai_compute","summary":"NVIDIA is an artificial intelligence computing company that provides chips, software and platforms for AI, simulation and graphics."},{"domain":"kla.com","name":"KLA","country":"US","city":"Chandler","headcount":"10001+","leaf":"semiconductor_manufacturers","summary":"KLA is a technology company that develops and manufactures process-control and process-enabling solutions for the semiconductor industry."},{"domain":"roche.com","name":"Roche","country":"US","city":"Basel","headcount":"10001+","leaf":"pharmaceutical_manufacturers","summary":"Roche is a pharmaceutical and diagnostics company that prevents, stops and cures diseases through medicines and diagnostic tools."},{"domain":"netflix.com","name":"Netflix","country":null,"city":null,"headcount":"10001+","leaf":"video_streaming_aggregators","summary":"Netflix is a streaming service that offers movies, series, anime, documentaries and original content to consumers."},{"domain":"quora.com","name":"Quora, Inc.","country":null,"city":null,"headcount":"201-500","leaf":"ad_serving_and_adtech_platforms","summary":"Quora, Inc."},{"domain":"huawei.com","name":"Huawei","country":"US","city":null,"headcount":"10001+","leaf":"it_and_telecoms_provider","summary":"Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices that serves enterprise, carrier, consume."},{"domain":"broadcom.com","name":"Broadcom","country":null,"city":null,"headcount":"10001+","leaf":"semiconductor_manufacturers","summary":"Broadcom is a semiconductor and infrastructure software company that provides networking, connectivity, and AI technologies for global organizations' mission-cr."},{"domain":"mistral.ai","name":"Mistral AI","country":"US","city":"Paris","headcount":"201-500","leaf":"applied_ai_ml_development","summary":"Mistral AI is an AI technology company that helps organizations build tailored AI systems, offering custom model training, inference, and agent development."},{"domain":"lucidworks.com","name":"Lucidworks","country":"US","city":"San Francisco","headcount":"201-500","leaf":"ai_agent_automation_platforms","summary":"Lucidworks is an enterprise software company that provides AI-powered search and discovery platforms for businesses."},{"domain":"cisco.com","name":"Cisco","country":"US","city":null,"headcount":"10001+","leaf":"communications_and_network_equipment_manufacturers","summary":"Cisco is a technology manufacturer that provides networking, security, collaboration, computing, observability, and software products for businesses and enterpr."},{"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":"bosch.com","name":"Bosch","country":"DE","city":"Stuttgart","headcount":"10001+","leaf":"iot_device_manufacturers","summary":"Bosch is a global manufacturer that develops and supplies products for home consumers and business clients."},{"domain":"capitalone.com","name":"Capital One","country":"US","city":null,"headcount":"10001+","leaf":"general_consumer_credit_brokers","summary":"Capital One is a financial services company that provides credit cards, checking and savings accounts, auto financing, and business banking for consumers and sm."}],"footprint_top_total":0,"footprint_top_note":"Companies with 1,000+ employees whose website or DNS carries Ray 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":"fd762c941b160bfc","index_tier":1,"prev":{"as_of":"2026-11-03","footprint":0,"jobs_companies":478}}