{"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":"Education Sector (National)","filters":{"job_title":null,"city":null,"experience_level":null,"industry":"education"},"market_data":{"avg_salary":53558,"data_points":100,"salary_premium_vs_us_median_pct":-16.0,"purchasing_power_index":84,"purchasing_power_note":"16% less purchasing power than the US average","demand_pct_vs_national":123,"demand_note":"123% more open roles than the national average","career_growth_pct":96,"career_growth_note":"96% salary range from median to senior level","talent_scarcity_score":1.4,"talent_scarcity_note":"1.4/10 scarcity leverage — low talent-to-demand ratio","opportunity_score":83,"opportunity_note":"strong opportunity market","confidence_score":100,"confidence_note":"high-confidence market signal","salary_dispersion_pct":61.6,"wage_asymmetry_ratio":4.22,"market_diversity_score":98,"total_jobs_observed":22078,"market_tightness_score":5.7},"salary_distribution":null,"salary_range_usd":null,"posting_composition":{"sample_size":500,"unique_employers":210,"unique_locations":214,"top_employers":[{"name":"Amergis","postings":55},{"name":"Superprof","postings":33},{"name":"Kelly Services","postings":18},{"name":"Guidepost Montessori","postings":13},{"name":"Concorde Education","postings":9}],"top_locations":[{"name":"Gainesville, Alachua County","postings":10},{"name":"Pittsburgh, Allegheny County","postings":10},{"name":"Denver, Colorado","postings":9},{"name":"Edinburg, Hidalgo County","postings":9},{"name":"Guadalupe, Maricopa County","postings":9}],"salary_sample_min":20000,"salary_sample_max":550000,"remote_mentions":12,"hybrid_mentions":0,"onsite_mentions":0,"employer_concentration_pct":11,"concentration_note":"The visible posting sample is spread across multiple employers.","posting_fingerprint":"c82e9c3afd40c379","lexical_token_count":4498,"unique_token_count":1122,"lexical_diversity_pct":24.9,"lexical_entropy_bits":8.95,"signature_terms":["substitute-long-term-council","physician-anesthesiology","practitioner-dermatology","physician-cardiology","physician-psychiatry","clinician-scientist","electrophysiologist","medicine-pediatrics","physician-neurology","bluffs-substitute","irc-instructional","assistant-infant"],"title_drift_pct":94.8},"salary_trend":null,"salary_bands":null,"related_pages":[{"label":"Entry Level","url":"/data/explore/education/entry/"},{"label":"Mid Level","url":"/data/explore/education/mid/"},{"label":"Senior Level","url":"/data/explore/education/senior/"}],"data_methodology":"https://jobsjobsjobsapp.com/data/methodology/","updated_at":"2026-04-28T09:01:14.041000"}