{"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":"Mid Level Plumber in Indianapolis, IN","filters":{"job_title":"plumber","city":"indianapolis","experience_level":"mid","industry":null},"market_data":{"avg_salary":63399,"data_points":1,"salary_premium_vs_us_median_pct":-0.6,"purchasing_power_index":110,"purchasing_power_note":"10% more purchasing power than the US average","demand_pct_vs_national":180,"demand_note":"180% more open roles than the national average","career_growth_pct":67,"career_growth_note":"67% 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":82,"opportunity_note":"strong opportunity market","confidence_score":57,"confidence_note":"early signal with limited market depth","salary_dispersion_pct":66.7,"wage_asymmetry_ratio":2.0,"market_diversity_score":0,"total_jobs_observed":64,"market_tightness_score":5.6},"salary_distribution":{"p10":40000,"p25":40000,"p50":60000,"p75":80000,"p90":100000,"std_dev_usd":29206,"coefficient_of_variation":44.0,"salary_spread_usd":120000,"total_postings_sampled":64,"histogram_sample_size":2608,"interquartile_range_usd":null,"gini_coefficient":null,"mode_salary":null},"salary_range_usd":{"min":20000,"max":140000},"posting_composition":{"sample_size":5,"unique_employers":5,"unique_locations":3,"top_employers":[{"name":"Lula","postings":1},{"name":"CBRE","postings":1},{"name":"Zoom Drain Indianapolis","postings":1},{"name":"Carter's My Plumber","postings":1},{"name":"Wrench Group","postings":1}],"top_locations":[{"name":"Uptown, Marion County","postings":3},{"name":"Indianapolis, Marion County","postings":1},{"name":"Oaklandon, Marion County","postings":1}],"salary_sample_min":52000,"salary_sample_max":332800,"remote_mentions":0,"hybrid_mentions":0,"onsite_mentions":0,"employer_concentration_pct":20,"concentration_note":"The visible posting sample is spread across multiple employers.","posting_fingerprint":"9d6a7b0af2893658","lexical_token_count":31,"unique_token_count":18,"lexical_diversity_pct":58.1,"lexical_entropy_bits":3.77,"signature_terms":["consultant","oaklandon","plumbing","service","carter","needed","wrench","drain","group","sales","cbre","lula"],"title_drift_pct":38.3},"salary_trend":null,"salary_bands":{"level":"mid","label":"Mid Level","salary_range":"$60k–$80k","yoe":"3–7 years experience"},"related_pages":[{"label":"Indianapolis · Mid","url":"/data/explore/indianapolis/mid/"},{"label":"Plumber · Mid","url":"/data/explore/plumber/mid/"},{"label":"Plumber · Indianapolis","url":"/data/explore/plumber/indianapolis/"}],"data_methodology":"https://jobsjobsjobsapp.com/data/methodology/","updated_at":"2026-04-29T09:27:55.436000"}