{"source":"Breaknorm","page":"https://breaknorm.co/tools/nvidia-nccl","license":"https://breaknorm.co/terms","slug":"nvidia-nccl","name":"NVIDIA NCCL","vendor":"NVIDIA","category":"hpc-gpu-computing","website":null,"jobs":{"companies":195,"postings":1049,"posting_companies":265,"posted_30d":538,"companies_30d":141,"posted_90d":812,"companies_90d":203,"by_country":[["US",144],["GB",14],["IN",4],["AU",3],["CA",3],["CH",3],["DE",3],["FR",3],["AE",2],["KR",2],["SG",2],["BE",1]],"by_headcount":[["2-10",49],["51-200",31],["11-50",30],["201-500",23],["10001+",21],["0-1",16],["501-1000",10],["1001-5000",9],["5001-10000",6]],"by_vertical":[["technology_software",125],["manufacturing_industry",29],["community_associations_public",13],["business_finance_services",9],["media_content",6],["utilities_infrastructure",4],["consumer_services_leisure",3],["automotive",2],["commerce_trade",2],["transport_logistics_rental",2]],"by_function":[["software_engineering",263,90],["data_and_ai",231,119],["it_operations_and_business_systems",120,49],["sales",62,16],["engineering_non_software",48,24],["customer_service_and_success",20,5],["product_program_and_project_management",12,11],["business_development_and_strategy",6,1],["marketing_and_communications",5,3],["research_and_science",2,2],["quality_safety_and_environment",1,1]],"co_tech":[["cuda",592,178],["kubernetes",523,181],["infiniband",506,155],["nvidia",479,121],["linux",471,149],["pytorch",456,149],["c-plus-plus",388,108],["rdma",358,128],["roce",334,111],["slurm",331,127],["mpi",265,63],["vllm",263,100],["nvlink",249,91],["nvidia-gpu",204,69],["ansible",197,80],["go",195,82],["sglang",180,62],["tensorrt-llm",176,62],["terraform",175,84],["aws",173,66],["bash",154,47],["jax",153,50],["tensorflow",152,48],["ethernet",139,46],["megatron-lm",131,65],["docker",128,49],["prometheus",128,58],["nvidia-dcgm",127,64]]},"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":13,"top":[{"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":"unitedhealthgroup.com","name":"UnitedHealth Group","country":"US","city":"Minneapolis","headcount":"10001+","leaf":"health_insurance_brokers","summary":"UnitedHealth Group is a healthcare services company that provides Medicare Advantage plans, drug cost estimation, and provider network access for members."},{"domain":"microsoft.com","name":"Microsoft","country":"SE","city":null,"headcount":"10001+","leaf":"microsoft_cloud_specialist","summary":"Microsoft is a technology company that manufactures hardware and develops software, offering Surface laptops and tablets, Microsoft 365 subscriptions, Xbox cont."},{"domain":"oracle.com","name":"Oracle","country":"US","city":null,"headcount":"10001+","leaf":"cloud_hosting_and_paas_platforms","summary":"Oracle is a technology company that provides cloud infrastructure, database software, and artificial intelligence solutions for businesses, enterprises, and gov."},{"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":"caterpillar.com","name":"Caterpillar Inc.","country":"US","city":null,"headcount":"10001+","leaf":"construction_earthmoving_machinery","summary":"Caterpillar Inc."},{"domain":"jpmorgan.com","name":"J.P. 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