["work_year", "remote_ratio", "experience_level_EX", "experience_level_MI", "experience_level_SE", "employment_type_FL", "employment_type_FT", "employment_type_PT", "job_title_AI Developer", "job_title_AI Programmer", "job_title_AI Scientist", "job_title_Analytics Engineer", "job_title_Applied Data Scientist", "job_title_Applied Machine Learning Engineer", "job_title_Applied Machine Learning Scientist", "job_title_Applied Scientist", "job_title_Autonomous Vehicle Technician", "job_title_Azure Data Engineer", "job_title_BI Analyst", "job_title_BI Data Analyst", "job_title_BI Data Engineer", "job_title_BI Developer", "job_title_Big Data Architect", "job_title_Big Data Engineer", "job_title_Business Data Analyst", "job_title_Business Intelligence Engineer", "job_title_Cloud Data Architect", "job_title_Cloud Data Engineer", "job_title_Cloud Database Engineer", "job_title_Compliance Data Analyst", "job_title_Computer Vision Engineer", "job_title_Computer Vision Software Engineer", "job_title_Data Analyst", "job_title_Data Analytics Consultant", "job_title_Data Analytics Engineer", "job_title_Data Analytics Lead", "job_title_Data Analytics Manager", "job_title_Data Analytics Specialist", "job_title_Data Architect", "job_title_Data DevOps Engineer", "job_title_Data Engineer", "job_title_Data Infrastructure Engineer", "job_title_Data Lead", "job_title_Data Management Specialist", "job_title_Data Manager", "job_title_Data Modeler", "job_title_Data Operations Analyst", "job_title_Data Operations Engineer", "job_title_Data Quality Analyst", "job_title_Data Science Consultant", "job_title_Data Science Engineer", "job_title_Data Science Lead", "job_title_Data Science Manager", "job_title_Data Science Tech Lead", "job_title_Data Scientist", "job_title_Data Scientist Lead", "job_title_Data Specialist", "job_title_Data Strategist", "job_title_Deep Learning Engineer", "job_title_Deep Learning Researcher", "job_title_Director of Data Science", "job_title_ETL Developer", "job_title_ETL Engineer", "job_title_Finance Data Analyst", "job_title_Financial Data Analyst", "job_title_Head of Data", "job_title_Head of Data Science", "job_title_Head of Machine Learning", "job_title_Insight Analyst", "job_title_Lead Data Analyst", "job_title_Lead Data Engineer", "job_title_Lead Data Scientist", "job_title_Lead Machine Learning Engineer", "job_title_ML Engineer", "job_title_MLOps Engineer", "job_title_Machine Learning Developer", "job_title_Machine Learning Engineer", "job_title_Machine Learning Infrastructure Engineer", "job_title_Machine Learning Manager", "job_title_Machine Learning Research Engineer", "job_title_Machine Learning Researcher", "job_title_Machine Learning Scientist", "job_title_Machine Learning Software Engineer", "job_title_Manager Data Management", "job_title_Marketing Data Analyst", "job_title_Marketing Data Engineer", "job_title_NLP Engineer", "job_title_Power BI Developer", "job_title_Principal Data Analyst", "job_title_Principal Data Architect", "job_title_Principal Data Engineer", "job_title_Principal Data Scientist", "job_title_Principal Machine Learning Engineer", "job_title_Product Data Analyst", "job_title_Product Data Scientist", "job_title_Research Engineer", "job_title_Research Scientist", "job_title_Software Data Engineer", "job_title_Staff Data Analyst", "job_title_Staff Data Scientist", "employee_residence_AM", "employee_residence_AR", "employee_residence_AS", "employee_residence_AT", "employee_residence_AU", "employee_residence_BA", "employee_residence_BE", "employee_residence_BG", "employee_residence_BO", "employee_residence_BR", "employee_residence_CA", "employee_residence_CF", "employee_residence_CH", "employee_residence_CL", "employee_residence_CN", "employee_residence_CO", "employee_residence_CR", "employee_residence_CY", "employee_residence_CZ", "employee_residence_DE", "employee_residence_DK", "employee_residence_DO", "employee_residence_DZ", "employee_residence_EE", "employee_residence_EG", "employee_residence_ES", "employee_residence_FI", "employee_residence_FR", "employee_residence_GB", "employee_residence_GH", "employee_residence_GR", "employee_residence_HK", "employee_residence_HN", "employee_residence_HR", "employee_residence_HU", "employee_residence_ID", "employee_residence_IE", "employee_residence_IL", "employee_residence_IN", "employee_residence_IQ", "employee_residence_IR", "employee_residence_IT", "employee_residence_JE", "employee_residence_JP", "employee_residence_KE", "employee_residence_KW", "employee_residence_LT", "employee_residence_LU", "employee_residence_LV", "employee_residence_MA", "employee_residence_MD", "employee_residence_MK", "employee_residence_MT", "employee_residence_MX", "employee_residence_MY", "employee_residence_NG", "employee_residence_NL", "employee_residence_NZ", "employee_residence_PH", "employee_residence_PK", "employee_residence_PL", "employee_residence_PR", "employee_residence_PT", "employee_residence_RO", "employee_residence_RS", "employee_residence_RU", "employee_residence_SE", "employee_residence_SG", "employee_residence_SI", "employee_residence_SK", "employee_residence_TH", "employee_residence_TN", "employee_residence_TR", "employee_residence_UA", "employee_residence_US", "employee_residence_UZ", "employee_residence_VN", "company_location_AL", "company_location_AM", "company_location_AR", "company_location_AS", "company_location_AT", "company_location_AU", "company_location_BA", "company_location_BE", "company_location_BO", "company_location_BR", "company_location_BS", "company_location_CA", "company_location_CF", "company_location_CH", "company_location_CL", "company_location_CN", "company_location_CO", "company_location_CR", "company_location_CZ", "company_location_DE", "company_location_DK", "company_location_DZ", "company_location_EE", "company_location_EG", "company_location_ES", "company_location_FI", "company_location_FR", "company_location_GB", "company_location_GH", "company_location_GR", "company_location_HK", "company_location_HN", "company_location_HR", "company_location_HU", "company_location_ID", "company_location_IE", "company_location_IL", "company_location_IN", "company_location_IQ", "company_location_IR", "company_location_IT", "company_location_JP", "company_location_KE", "company_location_LT", "company_location_LU", "company_location_LV", "company_location_MA", "company_location_MD", "company_location_MK", "company_location_MT", "company_location_MX", "company_location_MY", "company_location_NG", "company_location_NL", "company_location_NZ", "company_location_PH", "company_location_PK", "company_location_PL", "company_location_PR", "company_location_PT", "company_location_RO", "company_location_RU", "company_location_SE", "company_location_SG", "company_location_SI", "company_location_SK", "company_location_TH", "company_location_TR", "company_location_UA", "company_location_US", "company_location_VN", "company_size_M", "company_size_S"]