,importance
city,0.1782588190637426
min_years_experience,0.12615172134755526
seniority_extracted,0.10297994983591262
region,0.046490130613550514
manager_role,0.03200925212483024
tech__count,0.030483690466229462
posted__days_since,0.027520343655934115
equity_form_other,0.025714269659314552
tech__has_modern_ml,0.022602676892918033
citizenship__US,0.02146552217281381
citizenship__has_any,0.01974817136931594
tech__LLMs,0.01931475511338892
min_education,0.017627260773023328
tech__Python,0.01685591833565055
country_CA,0.01672705199145887
role_family_extracted_Other,0.016102858931326843
country_US,0.015580582798209765
role_family_extracted_RS,0.014510162866055623
remote_policy_None,0.012757884769025804
offers_equity__isna,0.0124716967181598