{"schema_version":"2026-04-21","source":"jobsjobsjobsapp.com","data_type":"career_intelligence_market_data","primary_source":"Adzuna","methodology_url":"https://jobsjobsjobsapp.com/data/methodology/","refresh_cadence":"nightly target; generated markets are cached and refreshed on a rotating schedule","coverage_note":"Exploration layer over captured job-posting data, not a complete census of the labor market.","deduplication_note":"Counts are directional market signals. Upstream duplicate postings can still affect observed totals.","source_traceability":"Public fields are deterministic calculations over Adzuna-backed salary, posting, and histogram data plus regional reference data where stated.","deterministic_only":true,"title":"Physician in Philadelphia, PA","filters":{"job_title":"physician","city":"philadelphia","experience_level":null,"industry":null},"market_data":{"avg_salary":90023,"data_points":1,"salary_premium_vs_us_median_pct":41.1,"purchasing_power_index":141,"purchasing_power_note":"41% more purchasing power than the US average","demand_pct_vs_national":250,"demand_note":"250% more open roles than the national average","career_growth_pct":75,"career_growth_note":"75% salary range from median to senior level","talent_scarcity_score":0.6,"talent_scarcity_note":"0.6/10 scarcity leverage — low talent-to-demand ratio","opportunity_score":83,"opportunity_note":"strong opportunity market","confidence_score":75,"confidence_note":"moderate-confidence market signal","salary_dispersion_pct":75.0,"wage_asymmetry_ratio":3.0,"market_diversity_score":0,"total_jobs_observed":3575,"market_tightness_score":5.3},"salary_distribution":{"p10":40000,"p25":60000,"p50":80000,"p75":120000,"p90":140000,"std_dev_usd":38498,"coefficient_of_variation":46.3,"salary_spread_usd":120000,"total_postings_sampled":3575,"histogram_sample_size":102986,"interquartile_range_usd":null,"gini_coefficient":null,"mode_salary":null},"salary_range_usd":{"min":20000,"max":140000},"posting_composition":{"sample_size":5,"unique_employers":3,"unique_locations":4,"top_employers":[{"name":"QuickMD","postings":3},{"name":"LocumJobsOnline","postings":1},{"name":"Adelphi Locums","postings":1}],"top_locations":[{"name":"Philadelphia, Philadelphia County","postings":2},{"name":"Barrington, Camden County","postings":1},{"name":"Woodbury, Gloucester County","postings":1},{"name":"Oaklyn, Camden County","postings":1}],"salary_sample_min":320095,"salary_sample_max":539485,"remote_mentions":0,"hybrid_mentions":0,"onsite_mentions":0,"employer_concentration_pct":60,"concentration_note":"The visible posting sample is concentrated among a small number of employers.","posting_fingerprint":"0d4676a4cfc03c3b","lexical_token_count":30,"unique_token_count":15,"lexical_diversity_pct":50.0,"lexical_entropy_bits":3.55,"signature_terms":["locumjobsonline","pulmonology","barrington","gloucester","nephrology","woodbury","adelphi","locums","oaklyn","camden","locum","telemedicine"],"title_drift_pct":60.0},"salary_trend":null,"salary_bands":null,"related_pages":[{"label":"Philadelphia","url":"/data/explore/philadelphia/"},{"label":"Physician","url":"/data/explore/physician/"},{"label":"Entry Level","url":"/data/explore/physician/philadelphia/entry/"},{"label":"Mid Level","url":"/data/explore/physician/philadelphia/mid/"},{"label":"Senior Level","url":"/data/explore/physician/philadelphia/senior/"}],"data_methodology":"https://jobsjobsjobsapp.com/data/methodology/","updated_at":"2026-04-29T16:09:34.694000"}