{"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":"in Madison, WI","filters":{"job_title":null,"city":"madison","experience_level":null,"industry":null},"market_data":{"avg_salary":69841,"data_points":31,"salary_premium_vs_us_median_pct":9.5,"purchasing_power_index":119,"purchasing_power_note":"19% more purchasing power than the US average","demand_pct_vs_national":-30,"demand_note":"30% fewer open roles than the national average","career_growth_pct":58,"career_growth_note":"58% 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":75,"opportunity_note":"strong opportunity market","confidence_score":89,"confidence_note":"high-confidence market signal","salary_dispersion_pct":58.9,"wage_asymmetry_ratio":2.31,"market_diversity_score":100,"total_jobs_observed":1820,"market_tightness_score":3.5},"salary_distribution":null,"salary_range_usd":null,"posting_composition":{"sample_size":127,"unique_employers":85,"unique_locations":9,"top_employers":[{"name":"Coinbase","postings":7},{"name":"University of Wisconsin Madison","postings":5},{"name":"Capital One","postings":4},{"name":"Oracle","postings":4},{"name":"The Evoke Agency","postings":3}],"top_locations":[{"name":"Madison, Dane County","postings":95},{"name":"Fitchburg, Dane County","postings":12},{"name":"Shorewood Hills, Dane County","postings":5},{"name":"Maple Bluff, Dane County","postings":4},{"name":"Middleton, Dane County","postings":4}],"salary_sample_min":10400,"salary_sample_max":728000,"remote_mentions":5,"hybrid_mentions":0,"onsite_mentions":3,"employer_concentration_pct":6,"concentration_note":"The visible posting sample is spread across multiple employers.","posting_fingerprint":"71d4b83dc2065957","lexical_token_count":1063,"unique_token_count":417,"lexical_diversity_pct":39.2,"lexical_entropy_bits":7.42,"signature_terms":["post-production","superintendent-","cardiothoracic","pharmaceutical","knowhirematch","manufacturing","operators-1st","ophthalmology","availability","construction","endodontists","housekeeping"],"title_drift_pct":97.9},"salary_trend":null,"salary_bands":null,"related_pages":[{"label":"Entry Level","url":"/data/explore/madison/entry/"},{"label":"Mid Level","url":"/data/explore/madison/mid/"},{"label":"Senior Level","url":"/data/explore/madison/senior/"}],"data_methodology":"https://jobsjobsjobsapp.com/data/methodology/","updated_at":"2026-05-30T19:08:31.060000"}