{"h1":"Best cities for software and engineering jobs","faq":[{"a":"San Francisco has the most software and engineering openings in the United States: 3,412 openings, in a market where engineering is 25% of openings across all cities in our data.","q":"Which city ranks first: best cities for software and engineering jobs?"},{"a":"100 cities have at least 50 engineering openings, so the list has 100 entries.","q":"How many cities are ranked?"},{"a":"A city is ranked on the number of its open professional roles classed in the engineering function, which includes software, hardware and data engineering. Median engineering pay uses only listings that post a salary, and is shown only where at least 8 do. Cities need at least the minimum number of engineering openings to be ranked. 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":"San Francisco has the most software and engineering openings in the United States: 3,412 openings, in a market where engineering is 25% of openings across all cities in our data.","minN":50,"rows":[{"n":3412,"bar":1,"key":"CA|san francisco","sub":"CA","href":"/places/california/city/san-francisco","name":"San Francisco","rank":1,"stats":[{"label":"Share of all openings","value":"28%"},{"label":"Median engineering pay","value":"$233k"},{"label":"All openings","value":"12,335"}],"value":3412,"change":null,"employers":["OpenAI","Anthropic","University Of California San Francisco Foundation"],"valueLabel":"3,412 openings"},{"n":2961,"bar":0.8678194607268465,"key":"NY|new york","sub":"NY","href":"/places/new-york/city/new-york","name":"New York","rank":2,"stats":[{"label":"Share of all openings","value":"13%"},{"label":"Median engineering pay","value":"$200k"},{"label":"All 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