{"h1":"Best cities for data and analytics jobs","faq":[{"a":"New York has the most openings in this job family in the United States: 1,713 openings.","q":"Which city ranks first: best cities for data and analytics jobs?"},{"a":"58 cities have at least 50 openings, so the list has 58 entries.","q":"How many cities are ranked?"},{"a":"A city is ranked on the number of its open professional roles in this job family, as classed from the posting title and text. Median pay uses only listings that post a salary, shown where at least 8 do. Only roles verified on the employer's own career site in the last week are counted. A city where one employer posts more than 50% of its openings is not ranked, so a single company cannot decide a city's score.","q":"How is the ranking calculated?"},{"a":"Every month. This is the November 2026 edition. Older editions stay on this site at their own dated addresses.","q":"How often is it updated?"}],"lead":"New York has the most openings in this job family in the United States: 1,713 openings.","minN":50,"rows":[{"n":1713,"bar":1,"key":"NY|new york","sub":"NY","href":"/places/new-york/city/new-york","name":"New York","rank":1,"stats":[{"label":"Share of the city's openings","value":"8%"},{"label":"Median posted pay","value":"$190k"},{"label":"All openings in the city","value":"20,589"}],"value":1713,"change":null,"employers":["Amazon","Publicis Groupe","Morgan Stanley"],"valueLabel":"1,713 openings"},{"n":1265,"bar":0.7384705195563339,"key":"CA|san francisco","sub":"CA","href":"/places/california/city/san-francisco","name":"San Francisco","rank":2,"stats":[{"label":"Share of the city's openings","value":"11%"},{"label":"Median posted pay","value":"$239k"},{"label":"All openings in the city","value":"11,798"}],"value":1265,"change":null,"employers":["OpenAI","Anthropic","University Of 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Company","BAE Systems"],"valueLabel":"50 openings"},{"n":50,"bar":0.02918855808523059,"key":"FL|tallahassee","sub":"FL","href":"/places/florida/city/tallahassee","name":"Tallahassee","rank":57,"stats":[{"label":"Share of the city's openings","value":"7%"},{"label":"Median posted pay","value":"Not enough pay data"},{"label":"All openings in the city","value":"759"}],"value":50,"change":null,"employers":["State of Florida","L3HARRIS Technologies","Florida"],"valueLabel":"50 openings"},{"n":50,"bar":0.02918855808523059,"key":"MA|waltham","sub":"MA","href":"/places/massachusetts/city/waltham","name":"Waltham","rank":58,"stats":[{"label":"Share of the city's openings","value":"9%"},{"label":"Median posted pay","value":"$178k"},{"label":"All openings in the city","value":"583"}],"value":50,"change":null,"employers":["Boston Dynamics","Anduril Industries","Xometry"],"valueLabel":"50 openings"}],"slug":"best-cities-for-data-and-analytics-jobs","unit":"openings","scope":{"id":"us","kind":"national","name":"United States"},"title":"Best cities for data and analytics jobs","family":"Job families","method":["A city is ranked on the number of its open professional roles in this job family, as classed from the posting title and text. Median pay uses only listings that post a salary, shown where at least 8 do.","Only roles verified on the employer's own career site in the last week are counted.","A city where one employer posts more than 50% of its openings is not ranked, so a single company cannot decide a city's score."],"builtAt":"2026-11-03T03:37:22.058Z","edition":"2026-11","measure":"fnopen","sources":["NextChapter job data: open professional roles on employer career sites, verified in the last week"],"baseline":null,"keyFacts":["#1 New York, NY: 1,713 openings","#2 San Francisco, CA: 1,265 openings","#3 Seattle, WA: 520 openings","58 cities ranked in the United States","Data as of November 2026"],"placeNoun":"cities","commentary":["The lead is wide: New York (1,713 openings) is well clear of Charlotte at #10 (270 openings).","New York is the largest market in the top ten, with 1,713 openings behind its figure.","Cities with fewer than 50 openings are not ranked, and small differences between neighbouring ranks are not meaningful."],"license":"Free to use and share with a link to https://launchyournextchapter.com/rankings/best-cities-for-data-and-analytics-jobs"}