{"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":"Senior Level Machinist in Cincinnati, OH","filters":{"job_title":"machinist","city":"cincinnati","experience_level":"senior","industry":null},"market_data":{"avg_salary":55338,"data_points":1,"salary_premium_vs_us_median_pct":-13.3,"purchasing_power_index":96,"purchasing_power_note":"4% less purchasing power than the US average","demand_pct_vs_national":62,"demand_note":"62% more open roles than the national average","career_growth_pct":0,"career_growth_note":"career momentum data not available","talent_scarcity_score":1.2,"talent_scarcity_note":"1.2/10 scarcity leverage — low talent-to-demand ratio","opportunity_score":60,"opportunity_note":"balanced opportunity market","confidence_score":47,"confidence_note":"early signal with limited market depth","salary_dispersion_pct":null,"wage_asymmetry_ratio":null,"market_diversity_score":0,"total_jobs_observed":62,"market_tightness_score":3.7},"salary_distribution":{"p10":40000,"p25":40000,"p50":60000,"p75":60000,"p90":80000,"std_dev_usd":19971,"coefficient_of_variation":36.1,"salary_spread_usd":120000,"total_postings_sampled":62,"histogram_sample_size":2488,"interquartile_range_usd":null,"gini_coefficient":null,"mode_salary":null},"salary_range_usd":{"min":20000,"max":150000},"posting_composition":{"sample_size":5,"unique_employers":3,"unique_locations":3,"top_employers":[{"name":"Legacy Talent Search","postings":3},{"name":"GTC Manufacturing","postings":1},{"name":"Monti","postings":1}],"top_locations":[{"name":"Cincinnati, Hamilton County","postings":3},{"name":"Roselawn, Hamilton County","postings":1},{"name":"Avondale, Hamilton County","postings":1}],"salary_sample_min":41600,"salary_sample_max":83200,"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":"ac8f3a0ab4588bd0","lexical_token_count":41,"unique_token_count":21,"lexical_diversity_pct":51.2,"lexical_entropy_bits":4.11,"signature_terms":["machinists-weekend","manufacturing","avondale","roselawn","second","shifts","monti","night","mill","machinist-","machinist","cincinnati"],"title_drift_pct":76.7},"salary_trend":null,"salary_bands":null,"related_pages":[{"label":"Cincinnati · Senior","url":"/data/explore/cincinnati/senior/"},{"label":"Machinist · Senior","url":"/data/explore/machinist/senior/"},{"label":"Machinist · Cincinnati","url":"/data/explore/machinist/cincinnati/"}],"data_methodology":"https://jobsjobsjobsapp.com/data/methodology/","updated_at":"2026-04-29T08:56:34.530000"}