{"source":"Breaknorm","page":"https://breaknorm.co/tools/dataform","license":"https://breaknorm.co/terms","slug":"dataform","name":"Dataform","vendor":"Google","category":"etl-elt-transformation","website":null,"jobs":{"companies":168,"postings":386,"posting_companies":229,"posted_30d":233,"companies_30d":134,"posted_90d":309,"companies_90d":187,"by_country":[["US",72],["GB",16],["FR",12],["BR",11],["DE",6],["JP",6],["ES",5],["NL",5],["SE",3],["UA",3],["AU",2],["CH",2]],"by_headcount":[["51-200",30],["11-50",29],["1001-5000",27],["201-500",24],["10001+",17],["501-1000",16],["2-10",11],["5001-10000",11],["0-1",3]],"by_vertical":[["technology_software",66],["business_finance_services",41],["commerce_trade",17],["media_content",9],["manufacturing_industry",8],["utilities_infrastructure",7],["consumer_services_leisure",6],["health_care",5],["transport_logistics_rental",5],["automotive",1],["community_associations_public",1],["hospitality_travel",1]],"by_function":[["data_and_ai",302,192],["software_engineering",35,21],["it_operations_and_business_systems",11,8],["marketing_and_communications",6,5],["product_program_and_project_management",3,3],["customer_service_and_success",2,1],["quality_safety_and_environment",1,1],["sales",1,1]],"co_tech":[["google-bigquery",340,199],["google-cloud-platform",319,187],["apache-airflow",151,113],["google-cloud-pubsub",134,69],["dbt",124,61],["git",116,79],["looker",106,70],["google-cloud-storage",96,62],["google-cloud-run",95,45],["terraform",95,70],["google-cloud-dataflow",94,61],["microsoft-power-bi",88,60],["vertex-ai",80,31],["google-cloud-composer",77,57],["google-cloud-functions",77,31],["docker",74,30],["kubernetes",73,31],["snowflake",72,59],["aws",67,55],["gemini",56,15],["microsoft-azure",56,41],["google-kubernetes-engine",55,14],["google-cloud-sql",50,12],["tableau",50,37],["apache-spark",47,35],["google-cloud-logging",47,7],["looker-studio",44,30]]},"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":12,"top":[{"domain":"mottu.com.br","name":"Mottu","country":"BR","city":null,"headcount":"201-500","leaf":"motorcycle_and_scooter_rental","summary":"Mottu is a motorcycle rental company in Brazil that connects delivery drivers to affordable bikes and operates a fleet across more than 170 cities."},{"domain":"airfrance.com","name":"Air France","country":null,"city":null,"headcount":"10001+","leaf":"airlines","summary":"Air France is a French airline that provides passenger transport, cargo transport, and aircraft maintenance."},{"domain":"aritzia.com","name":"Aritzia","country":"US","city":null,"headcount":"5001-10000","leaf":"clothing_fashion_webshops","summary":"Aritzia is an online fashion retailer that sells clothing to consumers, offering a winter collection, a curated Gift Edit, and cashmere clothing."},{"domain":"finnomena.com","name":"Finnomena Public Company Limited","country":"TH","city":null,"headcount":"201-500","leaf":"wealth_management_general","summary":"Finnomena Public Company Limited is a wealth management and WealthTech company in Thailand that provides mutual fund brokerage, investment advisory, and debt cr."},{"domain":"theimpactbrands.com","name":"IMPACT BRANDS","country":"US","city":"McLean","headcount":"201-500","leaf":"general_personal_care_manufacturers","summary":"IMPACT BRANDS is a health and beauty brand that develops and markets products across its own brand portfolio for consumers."},{"domain":"protectorforsikring.no","name":"Protector","country":"NO","city":"Oslo","headcount":"501-1000","leaf":"other_insurance_brokerage_agency","summary":"Protector is an insurance brokerage that handles claims and serves policyholders, brokers and investors."},{"domain":"sgx.com","name":"SGX Group","country":"SG","city":null,"headcount":"1001-5000","leaf":"retail_investment_brokerages","summary":"SGX Group appears to be a stock exchange, based only on a newsletter sign-up line mentioning \"stock exchange\" and a browser-unsupported warning."},{"domain":"supplyhouse.com","name":"SupplyHouse","country":"US","city":null,"headcount":"501-1000","leaf":"hvac_and_plumbing_webshops","summary":"SupplyHouse is an online trade-supply webshop that sells plumbing, heating, HVAC, electrical, PEX piping, fittings, valves and tools to trade professionals."},{"domain":"gree.net","name":"GREE, Inc.","country":"JP","city":null,"headcount":"1001-5000","leaf":"custom_software_development_agencies","summary":"GREE, Inc."},{"domain":"llbean.com","name":"LL Bean","country":"US","city":"Freeport","headcount":"1001-5000","leaf":"own_brand_casual_apparel","summary":"LL Bean is a webshop that sells apparel and accessories online, offering Maine-made products such as totes, shirts, tees, polos, footwear, swimwear and outdoor ."},{"domain":"grupocvlb.com.br","name":"Grupo CVLB","country":"BR","city":null,"headcount":"5001-10000","leaf":"other_holding_and_investment_companies","summary":"Grupo CVLB appears to be a retail chain operating across Brazil, with 340 physical stores in 15 states and more than 4,000 employees."},{"domain":"homedepot.com","name":"The Home Depot, Inc.","country":"US","city":null,"headcount":"10001+","leaf":"other_general_and_specialty_stores","summary":"The Home Depot, Inc."}],"footprint_top_total":0,"footprint_top_note":"Companies with 1,000+ employees whose website or DNS carries Dataform 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":"dea94f07e3864d70","index_tier":1,"prev":{"as_of":"2026-11-03","footprint":0,"jobs_companies":168}}