{"source":"Breaknorm","page":"https://breaknorm.co/tools/shap","license":"https://breaknorm.co/terms","slug":"shap","name":"SHAP","vendor":"SHAP","category":"ml-frameworks","website":null,"jobs":{"companies":100,"postings":283,"posting_companies":164,"posted_30d":154,"companies_30d":89,"posted_90d":215,"companies_90d":127,"by_country":[["US",53],["GB",6],["DE",5],["FR",5],["PL",4],["BR",3],["BE",2],["CA",2],["CH",2],["IN",2],["MY",2],["AE",1]],"by_headcount":[["1001-5000",20],["10001+",16],["501-1000",15],["11-50",13],["51-200",13],["201-500",12],["2-10",7],["5001-10000",3],["0-1",1]],"by_vertical":[["technology_software",44],["business_finance_services",25],["manufacturing_industry",10],["utilities_infrastructure",5],["consumer_services_leisure",4],["commerce_trade",3],["community_associations_public",2],["media_content",2],["property_construction",2],["transport_logistics_rental",2],["health_care",1]],"by_function":[["data_and_ai",208,133],["software_engineering",28,12],["legal_compliance_and_risk",11,5],["engineering_non_software",3,2],["finance_and_accounting",3,3],["it_operations_and_business_systems",3,3],["quality_safety_and_environment",3,2],["product_program_and_project_management",2,2],["research_and_science",2,2],["healthcare_clinical",1,1]],"co_tech":[["pytorch",127,79],["lime",119,75],["aws",105,65],["tensorflow",103,73],["mlflow",89,49],["google-cloud-platform",85,52],["xgboost",85,56],["microsoft-azure",79,51],["scikit-learn",78,45],["apache-spark",72,46],["numpy",71,48],["lightgbm",69,41],["langchain",66,23],["pandas",63,35],["docker",60,46],["git",58,43],["databricks",52,42],["kubernetes",50,36],["amazon-sagemaker",47,26],["microsoft-power-bi",47,31],["azure-machine-learning",45,32],["langgraph",44,19],["vertex-ai",40,19],["apache-airflow",39,24],["crewai",36,17],["snowflake",34,22],["java",33,20]]},"overlap":0,"dns":null,"outbound":null,"top_note":"Companies with 51+ employees and at least medium-confidence evidence in their own postings; job boards and portals left out.","top_total":59,"top":[{"domain":"inpost.pl","name":"InPost","country":"PL","city":"Kraków","headcount":"1001-5000","leaf":"courier_and_express_delivery","summary":"InPost is a parcel delivery service that provides locker-based and courier delivery for individuals and businesses."},{"domain":"commerceiq.ai","name":"CommerceIQ","country":"US","city":null,"headcount":"201-500","leaf":"ecommerce_merchant_apps","summary":"CommerceIQ is an AI software platform that helps ecommerce teams optimize content, digital shelf analytics, retail media, and sales execution across major retai."},{"domain":"nus.edu.sg","name":"NUS","country":"SG","city":"Lower Kent Ridge Road","headcount":"10001+","leaf":"universities","summary":"NUS is a university in Singapore that provides undergraduate and graduate education, research, and executive and lifelong learning for students and 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in."},{"domain":"vanguard.com","name":"Vanguard","country":"US","city":null,"headcount":"10001+","leaf":"wealth_management_general","summary":"Vanguard is an investment management company that provides investment management, financial advice, and retirement planning for personal investors, retirement p."},{"domain":"dasca.org","name":"Data Science Council of America","country":"US","city":"Reston","headcount":"51-200","leaf":"professional_bodies","summary":"The Data Science Council of America is a nonprofit credentialing organization that provides data science certifications and accreditation for professionals and ."},{"domain":"socure.com","name":"Socure","country":"US","city":"Incline Village","headcount":"501-1000","leaf":"cybersecurity_iam_software","summary":"Socure is an AI-native identity, fraud, risk and compliance platform that verifies consumers, businesses and employees for fintechs, banks, crypto and gaming co."},{"domain":"sardine.ai","name":"Sardine","country":"US","city":"Miami","headcount":"51-200","leaf":"compliance_grc_software","summary":"Sardine is an AI-powered risk platform that provides onboarding, fraud prevention, cyber security, and AML compliance for financial institutions and sponsor ban."},{"domain":"meetcleo.com","name":"Cleo","country":"US","city":"Wilmington","headcount":"201-500","leaf":"personal_budgeting_apps","summary":"Cleo is an AI-powered personal finance assistant that analyzes spending, gives spending advice, and helps users set and meet savings goals."},{"domain":"fedex.com","name":"FedEx","country":null,"city":null,"headcount":"10001+","leaf":"freight_forwarding_and_logistics","summary":"FedEx is an international shipping and logistics company that provides express delivery, ground delivery, freight and supply chain solutions."},{"domain":"monosol.com","name":"MonoSol","country":"US","city":"Merrillville","headcount":"501-1000","leaf":"polymer_and_plastics_raw_materials","summary":"MonoSol is a material science company that develops water-soluble, condition-responsive polymer materials for businesses across detergents, agriculture and indu."},{"domain":"natrangroupe.com","name":"NaTran","country":"FR","city":"Bois-Colombes","headcount":"1001-5000","leaf":"gas_grid_operators","summary":"NaTran is a service provider that transports natural gas across France's pipeline network as a public-service mission, also handling hydrogen and CO2 transport."},{"domain":"citech.fr","name":"CITECH","country":"FR","city":"Dijon","headcount":"51-200","leaf":"it_services_and_consulting","summary":"CITECH is a digital transformation IT services company that provides technical assistance, custom software development, outsourcing and TMA, and digital solutio."},{"domain":"devitechs.co.uk","name":"Devi Technologies","country":"GB","city":"Birmingham","headcount":"51-200","leaf":"custom_software_development_agencies","summary":"Devi Technologies is a software and technology services company in Birmingham that provides AI, cloud computing, cybersecurity, and custom software development ."},{"domain":"sombrainc.com","name":"Sombra","country":"US","city":"Denver","headcount":"201-500","leaf":"applied_ai_ml_development","summary":"Sombra is an AI-first software engineering and AI transformation consulting partner that provides AI-driven SDLC implementation, software development, and AI co."},{"domain":"tigeranalytics.com","name":"Tiger Analytics","country":"US","city":"Perungudi","headcount":"1001-5000","leaf":"business_intelligence_analytics_software","summary":"Tiger Analytics is an AI and analytics services company that provides supply chain specialty analytics, data modernization, data science, AI engineering, and bu."},{"domain":"firstnational.com.au","name":"First 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