{"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":"Construction Worker in Warren, MI","filters":{"job_title":"construction-worker","city":"warren","experience_level":null,"industry":null},"market_data":{"avg_salary":41068,"data_points":1,"salary_premium_vs_us_median_pct":-35.6,"purchasing_power_index":64,"purchasing_power_note":"36% less purchasing power than the US average","demand_pct_vs_national":-83,"demand_note":"83% fewer open roles than the national average","career_growth_pct":100,"career_growth_note":"100% 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":43,"opportunity_note":"selective or emerging opportunity market","confidence_score":56,"confidence_note":"early signal with limited market depth","salary_dispersion_pct":50.0,"wage_asymmetry_ratio":null,"market_diversity_score":0,"total_jobs_observed":3,"market_tightness_score":0},"salary_distribution":{"p10":20000,"p25":40000,"p50":40000,"p75":60000,"p90":80000,"std_dev_usd":26037,"coefficient_of_variation":55.7,"salary_spread_usd":120000,"total_postings_sampled":3,"histogram_sample_size":647,"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":3,"top_employers":[{"name":"Kenan Advantage Group","postings":3}],"top_locations":[{"name":"North Warren, Warren County","postings":1},{"name":"Clarendon, Warren County","postings":1},{"name":"Russell, Warren County","postings":1}],"salary_sample_min":94782,"salary_sample_max":108490,"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":"517fd9fe0a76ff0c","lexical_token_count":22,"unique_token_count":9,"lexical_diversity_pct":40.9,"lexical_entropy_bits":3.02,"signature_terms":["clarendon","russell","north","advantage","mechanic","diesel","group","kenan","warren"],"title_drift_pct":100.0},"salary_trend":null,"salary_bands":null,"related_pages":[{"label":"Warren","url":"/data/explore/warren/"},{"label":"Construction Worker","url":"/data/explore/construction-worker/"},{"label":"Entry Level","url":"/data/explore/construction-worker/warren/entry/"},{"label":"Mid Level","url":"/data/explore/construction-worker/warren/mid/"},{"label":"Senior Level","url":"/data/explore/construction-worker/warren/senior/"}],"data_methodology":"https://jobsjobsjobsapp.com/data/methodology/","updated_at":"2026-06-08T22:49:40.090000"}