{"source":"Breaknorm","page":"https://breaknorm.co/tools/pandas","license":"https://breaknorm.co/terms","slug":"pandas","name":"pandas","vendor":"NumFOCUS","category":"data-science-libraries","website":null,"jobs":{"companies":2322,"postings":6949,"posting_companies":2935,"posted_30d":4081,"companies_30d":1820,"posted_90d":5187,"companies_90d":2241,"by_country":[["US",1326],["GB",169],["IN",122],["DE",99],["FR",93],["BR",50],["CA",45],["ES",32],["PL",22],["SG",20],["SE",19],["CH",18]],"by_headcount":[["51-200",429],["11-50",338],["10001+",304],["1001-5000",295],["201-500",284],["2-10",268],["501-1000",197],["0-1",115],["5001-10000",92]],"by_vertical":[["technology_software",1039],["business_finance_services",534],["manufacturing_industry",234],["consumer_services_leisure",113],["media_content",79],["community_associations_public",73],["utilities_infrastructure",65],["commerce_trade",61],["automotive",33],["transport_logistics_rental",31],["health_care",24],["property_construction",21]],"by_function":[["data_and_ai",4290,2061],["software_engineering",1021,565],["engineering_non_software",168,94],["finance_and_accounting",162,97],["it_operations_and_business_systems",151,87],["research_and_science",65,45],["legal_compliance_and_risk",64,41],["general_management_and_consulting",44,30],["product_program_and_project_management",44,36],["sales",34,20],["unknown",33,21],["marketing_and_communications",22,11],["customer_service_and_success",19,13],["education_and_training",18,16],["logistics_warehouse_and_transport",15,11],["quality_safety_and_environment",12,10],["human_resources",7,6],["administration_and_office",4,4],["business_development_and_strategy",4,4],["construction_and_civil",4,4],["design_and_ux",4,4],["arts_media_and_entertainment",2,2],["agriculture_and_environment",1,1]],"co_tech":[["numpy",4559,1982],["aws",2525,1201],["scikit-learn",2523,1219],["pytorch",2364,1132],["tensorflow",2103,1025],["microsoft-azure",1947,956],["google-cloud-platform",1819,880],["git",1662,865],["docker",1425,793],["apache-spark",1322,646],["microsoft-power-bi",1167,682],["kubernetes",1144,581],["matplotlib",987,523],["tableau",942,535],["databricks",860,485],["java",859,413],["langchain",850,429],["r",832,508],["pyspark",820,469],["scipy",814,473],["c-plus-plus",725,362],["postgresql",704,437],["apache-airflow",703,445],["fastapi",683,398],["snowflake",614,396],["flask",607,350]]},"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":20,"top":[{"domain":"usbank.com","name":"U.S. Bank","country":"US","city":"Minneapolis","headcount":"10001+","leaf":"retail_and_commercial_banks","summary":"U.S."},{"domain":"surveymonkey.com","name":"SurveyMonkey","country":"FI","city":"San Mateo","headcount":"1001-5000","leaf":"customer_feedback_survey_software","summary":"SurveyMonkey is a survey platform that provides market research, customer satisfaction, employee feedback, and event registration programs for organizations."},{"domain":"americancentury.com","name":"American Century Investments","country":"US","city":"London","headcount":"1001-5000","leaf":"wealth_management_general","summary":"American Century Investments is an investment management firm that provides mutual funds, ETFs, and investment advisory services for institutional investors, 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."},{"domain":"confluence.com","name":"Confluence Technologies","country":"US","city":null,"headcount":"501-1000","leaf":"market_research_providers","summary":"Confluence Technologies is a service provider for the investment management industry that offers regulatory reporting, investor communications, analytics and da."},{"domain":"theocc.com","name":"OCC","country":"US","city":null,"headcount":"1001-5000","leaf":"trading_signal_services","summary":"OCC is a clearing and settlement service provider that clears and settles every listed-options trade in the U.S."},{"domain":"hitachi.com","name":"Hitachi","country":"US","city":null,"headcount":"10001+","leaf":"ems_contract_manufacturing","summary":"Hitachi is a global technology and engineering company that provides digital, energy, mobility, industry, measurement and healthcare solutions for businesses an."}],"footprint_top_total":0,"footprint_top_note":"Companies with 1,000+ employees whose website or DNS carries pandas 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":"5d1dd5b861b811a4","index_tier":1,"prev":{"as_of":"2026-11-03","footprint":0,"jobs_companies":2304}}