{"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":"Data Engineer in Atlanta, GA","filters":{"job_title":"data-engineer","city":"atlanta","experience_level":null,"industry":null},"market_data":{"avg_salary":121994,"data_points":1,"salary_premium_vs_us_median_pct":91.2,"purchasing_power_index":171,"purchasing_power_note":"71% more purchasing power than the US average","demand_pct_vs_national":142,"demand_note":"142% more open roles than the national average","career_growth_pct":0,"career_growth_note":"0% salary range from median to senior level","talent_scarcity_score":2.5,"talent_scarcity_note":"2.5/10 scarcity leverage — moderate talent-to-demand ratio","opportunity_score":66,"opportunity_note":"balanced opportunity market","confidence_score":75,"confidence_note":"moderate-confidence market signal","salary_dispersion_pct":28.6,"wage_asymmetry_ratio":0.0,"market_diversity_score":0,"total_jobs_observed":1368,"market_tightness_score":6.2},"salary_distribution":{"p10":60000,"p25":100000,"p50":140000,"p75":140000,"p90":140000,"std_dev_usd":34079,"coefficient_of_variation":29.5,"salary_spread_usd":120000,"total_postings_sampled":1368,"histogram_sample_size":12612,"interquartile_range_usd":null,"gini_coefficient":null,"mode_salary":null},"salary_range_usd":{"min":20000,"max":140000},"posting_composition":{"sample_size":5,"unique_employers":4,"unique_locations":1,"top_employers":[{"name":"Warner Bros. Discovery","postings":2},{"name":"Capital One","postings":1},{"name":"Indeed","postings":1},{"name":"PwC","postings":1}],"top_locations":[{"name":"Atlanta, Fulton County","postings":5}],"salary_sample_min":247554,"salary_sample_max":299649,"remote_mentions":1,"hybrid_mentions":0,"onsite_mentions":0,"employer_concentration_pct":40,"concentration_note":"The visible posting sample has moderate employer concentration.","posting_fingerprint":"930d877082cb1b42","lexical_token_count":44,"unique_token_count":23,"lexical_diversity_pct":52.3,"lexical_entropy_bits":4.08,"signature_terms":["remote-eligible","distinguished","consumption","engineering","enterprise","platforms","director","capital","manager","storage","indeed","staff"],"title_drift_pct":44.3},"salary_trend":null,"salary_bands":null,"related_pages":[{"label":"Atlanta","url":"/data/explore/atlanta/"},{"label":"Data Engineer","url":"/data/explore/data-engineer/"},{"label":"Entry Level","url":"/data/explore/data-engineer/atlanta/entry/"},{"label":"Mid Level","url":"/data/explore/data-engineer/atlanta/mid/"},{"label":"Senior Level","url":"/data/explore/data-engineer/atlanta/senior/"}],"data_methodology":"https://jobsjobsjobsapp.com/data/methodology/","updated_at":"2026-04-30T09:11:29.386000"}