{"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":"Mid Level in Buffalo, NY","filters":{"job_title":null,"city":"buffalo","experience_level":"mid","industry":null},"market_data":{"avg_salary":73607,"data_points":31,"salary_premium_vs_us_median_pct":15.4,"purchasing_power_index":131,"purchasing_power_note":"31% more purchasing power than the US average","demand_pct_vs_national":-35,"demand_note":"35% fewer open roles than the national average","career_growth_pct":45,"career_growth_note":"45% salary range from median to senior level","talent_scarcity_score":10.0,"talent_scarcity_note":"10.0/10 scarcity leverage — high talent-to-demand ratio","opportunity_score":71,"opportunity_note":"balanced opportunity market","confidence_score":89,"confidence_note":"high-confidence market signal","salary_dispersion_pct":52.7,"wage_asymmetry_ratio":1.76,"market_diversity_score":100,"total_jobs_observed":2409,"market_tightness_score":3.2},"salary_distribution":null,"salary_range_usd":null,"posting_composition":{"sample_size":123,"unique_employers":76,"unique_locations":15,"top_employers":[{"name":"PwC","postings":11},{"name":"EY","postings":10},{"name":"M&T Bank","postings":6},{"name":"First Student","postings":4},{"name":"Jobot","postings":4}],"top_locations":[{"name":"Buffalo, Erie County","postings":43},{"name":"Cheektowaga, Erie County","postings":39},{"name":"Williamsville, Erie County","postings":8},{"name":"Lackawanna, Erie County","postings":7},{"name":"Town of Tonawanda, Erie County","postings":6}],"salary_sample_min":900,"salary_sample_max":275000,"remote_mentions":1,"hybrid_mentions":3,"onsite_mentions":0,"employer_concentration_pct":9,"concentration_note":"The visible posting sample is spread across multiple employers.","posting_fingerprint":"0bd6f05a9d99d50f","lexical_token_count":1019,"unique_token_count":427,"lexical_diversity_pct":41.9,"lexical_entropy_bits":7.51,"signature_terms":["medicine-pediatrics","engineer-director","engineer-manager","entrepreneurship","administrative","cardiovascular","communications","administrator","cook-panorama","developmental","international","communicator"],"title_drift_pct":97.8},"salary_trend":null,"salary_bands":{"level":"mid","label":"Mid Level","salary_range":"$71k–$90k","yoe":"3–7 years experience"},"related_pages":[{"label":"Mid","url":"/data/explore/mid/"},{"label":"Buffalo","url":"/data/explore/buffalo/"}],"data_methodology":"https://jobsjobsjobsapp.com/data/methodology/","updated_at":"2026-05-30T03:11:22.850296"}