{"source":"Breaknorm","page":"https://breaknorm.co/compare/matplotlib-vs-pandas","license":"https://breaknorm.co/terms","a":"matplotlib","b":"pandas","category":"data-science-libraries","jobs":{"matplotlib":{"companies":686,"postings":1806,"posted_90d":1351,"companies_90d":674,"by_country":[["US",402],["IN",39],["GB",33],["DE",27],["FR",22],["CA",15],["SG",11],["CH",9],["ES",9],["BR",8],["NL",7],["PL",6]],"by_headcount":[["51-200",148],["10001+",112],["11-50",88],["1001-5000",83],["201-500",82],["2-10",60],["501-1000",44],["5001-10000",38],["0-1",31]],"by_vertical":[["technology_software",249],["business_finance_services",114],["manufacturing_industry",107],["consumer_services_leisure",59],["community_associations_public",38],["utilities_infrastructure",27],["media_content",22],["commerce_trade",17],["automotive",15],["property_construction",12],["transport_logistics_rental",11],["health_care",10]],"by_function":[["data_and_ai",1234],["software_engineering",131],["engineering_non_software",106],["finance_and_accounting",26],["research_and_science",22],["education_and_training",16],["it_operations_and_business_systems",13],["unknown",11],["legal_compliance_and_risk",9],["customer_service_and_success",8],["marketing_and_communications",8],["general_management_and_consulting",7],["design_and_ux",6],["product_program_and_project_management",6],["logistics_warehouse_and_transport",4],["construction_and_civil",3],["sales",3],["quality_safety_and_environment",2],["skilled_trades_and_field_service",2],["public_safety_and_protective_services",1]]},"pandas":{"companies":2322,"postings":6949,"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],["software_engineering",1021],["engineering_non_software",168],["finance_and_accounting",162],["it_operations_and_business_systems",151],["research_and_science",65],["legal_compliance_and_risk",64],["general_management_and_consulting",44],["product_program_and_project_management",44],["sales",34],["unknown",33],["marketing_and_communications",22],["customer_service_and_success",19],["education_and_training",18],["logistics_warehouse_and_transport",15],["quality_safety_and_environment",12],["human_resources",7],["administration_and_office",4],["business_development_and_strategy",4],["construction_and_civil",4],["design_and_ux",4],["arts_media_and_entertainment",2],["agriculture_and_environment",1]]}},"website":{"matplotlib":0,"pandas":0},"both_in_postings":{"postings":987,"companies":523},"as_of":"2026-11-04","updated_at":"2026-11-04","hash":"df825b112ef4b2b0","index_tier":2}