,importance
role_family_extracted_RS,0.10528762
city,0.039080948
tech__has_modern_ml,0.030671984
country_CA,0.03056622
country_US,0.02591851
tech__MongoDB,0.02283917
tech__LLMs,0.02192291
min_years_experience,0.021910045
tech__Tableau,0.02137762
seniority_extracted,0.018940147
equity_form_None,0.018449869
offers_equity__isna,0.016862338
bonus_type_None,0.016850032
tech__MLflow,0.016713984
role_family_extracted_Other,0.01599092
tech__Looker,0.01598068
citizenship__has_any,0.015499068
manager_role,0.0152803175
bonus_type_annual,0.013840843
source_greenhouse,0.013541409