{"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":"Entry Level Surgeon in Erie, PA","filters":{"job_title":"surgeon","city":"erie","experience_level":"entry","industry":null},"market_data":{"avg_salary":91114,"data_points":1,"salary_premium_vs_us_median_pct":42.8,"purchasing_power_index":143,"purchasing_power_note":"43% more purchasing power than the US average","demand_pct_vs_national":1,"demand_note":"1% 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":67,"opportunity_note":"balanced opportunity market","confidence_score":57,"confidence_note":"early signal with limited market depth","salary_dispersion_pct":75.0,"wage_asymmetry_ratio":3.0,"market_diversity_score":0,"total_jobs_observed":65,"market_tightness_score":0.3},"salary_distribution":{"p10":40000,"p25":60000,"p50":80000,"p75":120000,"p90":140000,"std_dev_usd":35814,"coefficient_of_variation":40.4,"salary_spread_usd":120000,"total_postings_sampled":65,"histogram_sample_size":6445,"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":3,"top_employers":[{"name":"UPMC Hamot","postings":2},{"name":"CompHealth","postings":2},{"name":"Lancesoft Inc","postings":1}],"top_locations":[{"name":"Perry Square, Erie County","postings":3},{"name":"South Erie, Erie County","postings":1},{"name":"Presque Isle, Erie County","postings":1}],"salary_sample_min":180380,"salary_sample_max":245154,"remote_mentions":0,"hybrid_mentions":0,"onsite_mentions":0,"employer_concentration_pct":40,"concentration_note":"The visible posting sample has moderate employer concentration.","posting_fingerprint":"4c1cfc11c5dfe707","lexical_token_count":40,"unique_token_count":18,"lexical_diversity_pct":45.0,"lexical_entropy_bits":3.8,"signature_terms":["cardiothoracic","orthopedic","lancesoft","radiology","presque","locum","south","isle","comphealth","general","hamot","other"],"title_drift_pct":100.0},"salary_trend":null,"salary_bands":{"level":"entry","label":"Entry Level","salary_range":"$60k–$80k","yoe":"0–3 years experience"},"related_pages":[{"label":"Erie · Entry","url":"/data/explore/erie/entry/"},{"label":"Surgeon · Entry","url":"/data/explore/surgeon/entry/"},{"label":"Surgeon · Erie","url":"/data/explore/surgeon/erie/"}],"data_methodology":"https://jobsjobsjobsapp.com/data/methodology/","updated_at":"2026-04-28T04:02:27.153000"}