{"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 Pipefitter in Wichita, KS","filters":{"job_title":"pipefitter","city":"wichita","experience_level":"senior","industry":null},"market_data":{"avg_salary":56607,"data_points":1,"salary_premium_vs_us_median_pct":-11.3,"purchasing_power_index":101,"purchasing_power_note":"1% more purchasing power than the US average","demand_pct_vs_national":-40,"demand_note":"40% fewer open roles than the national average","career_growth_pct":33,"career_growth_note":"33% salary range from median to senior level","talent_scarcity_score":1.2,"talent_scarcity_note":"1.2/10 scarcity leverage — low talent-to-demand ratio","opportunity_score":49,"opportunity_note":"selective or emerging opportunity market","confidence_score":56,"confidence_note":"early signal with limited market depth","salary_dispersion_pct":66.7,"wage_asymmetry_ratio":1.0,"market_diversity_score":0,"total_jobs_observed":3,"market_tightness_score":0},"salary_distribution":{"p10":40000,"p25":40000,"p50":60000,"p75":80000,"p90":80000,"std_dev_usd":24178,"coefficient_of_variation":39.5,"salary_spread_usd":120000,"total_postings_sampled":3,"histogram_sample_size":256,"interquartile_range_usd":null,"gini_coefficient":null,"mode_salary":null},"salary_range_usd":{"min":20000,"max":140000},"posting_composition":{"sample_size":3,"unique_employers":1,"unique_locations":1,"top_employers":[{"name":"Textron","postings":3}],"top_locations":[{"name":"Wichita, Sedgwick County","postings":3}],"salary_sample_min":67406,"salary_sample_max":80076,"remote_mentions":0,"hybrid_mentions":0,"onsite_mentions":0,"employer_concentration_pct":100,"concentration_note":"The visible posting sample is concentrated among a small number of employers.","posting_fingerprint":"63474d72e2693c15","lexical_token_count":15,"unique_token_count":5,"lexical_diversity_pct":33.3,"lexical_entropy_bits":2.32,"signature_terms":["maintenance","pipefitter","sedgwick","textron","wichita"],"title_drift_pct":50.0},"salary_trend":null,"salary_bands":{"level":"senior","label":"Senior Level","salary_range":"$80k–$92k","yoe":"7+ years experience"},"related_pages":[{"label":"Wichita · Senior","url":"/data/explore/wichita/senior/"},{"label":"Pipefitter · Senior","url":"/data/explore/pipefitter/senior/"},{"label":"Pipefitter · Wichita","url":"/data/explore/pipefitter/wichita/"}],"data_methodology":"https://jobsjobsjobsapp.com/data/methodology/","updated_at":"2026-04-28T02:03:40.175000"}