{"h1":"Job families where entry-level jobs want AI skills","faq":[{"a":"Product leads: 31% of its entry-level openings ask for AI skills, against 7% across all job families.","q":"Which job family ranks first: job families where entry-level jobs want ai skills?"},{"a":"18 job families have at least 200 entry-level openings, so the list has 18 entries.","q":"How many job families are ranked?"},{"a":"A job family's score is the share of its entry-level and early-career roles whose posting names at least one AI skill or tool. The job family is the one assigned from the posting title and text. Only job families with at least 200 entry-level openings are ranked, and only roles verified on the employer's own career site in the last week are counted.","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":"Product leads: 31% of its entry-level openings ask for AI skills, against 7% across all job families.","minN":200,"rows":[{"n":531,"bar":1,"key":"function:Product","sub":"Job family","href":"/functions/product","name":"Product","rank":1,"stats":[{"label":"Entry-level AI openings","value":"163"},{"label":"Entry-level openings","value":"531"},{"label":"Median posted pay","value":"$200k"}],"value":0.3069679849340866,"change":null,"employers":[],"valueLabel":"31%"},{"n":5596,"bar":0.7049744120471678,"key":"function:Data & Analytics","sub":"Job family","href":"/functions/data-and-analytics","name":"Data & Analytics","rank":2,"stats":[{"label":"Entry-level AI openings","value":"1,211"},{"label":"Entry-level openings","value":"5,596"},{"label":"Median posted 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Resources","rank":10,"stats":[{"label":"Entry-level AI openings","value":"305"},{"label":"Entry-level openings","value":"5,354"},{"label":"Median posted pay","value":"$125k"}],"value":0.05696675382891296,"change":null,"employers":[],"valueLabel":"6%"},{"n":15665,"bar":0.150145982114009,"key":"function:Sales","sub":"Job family","href":"/functions/sales","name":"Sales","rank":11,"stats":[{"label":"Entry-level AI openings","value":"722"},{"label":"Entry-level openings","value":"15,665"},{"label":"Median posted pay","value":"$131k"}],"value":0.04609000957548676,"change":null,"employers":[],"valueLabel":"5%"},{"n":1481,"bar":0.1385773996180661,"key":"function:Research","sub":"Job family","href":"/functions/research","name":"Research","rank":12,"stats":[{"label":"Entry-level AI openings","value":"63"},{"label":"Entry-level openings","value":"1,481"},{"label":"Median posted 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family","href":"/functions/legal","name":"Legal","rank":15,"stats":[{"label":"Entry-level AI openings","value":"96"},{"label":"Entry-level openings","value":"3,801"},{"label":"Median posted pay","value":"$142k"}],"value":0.02525651144435675,"change":null,"employers":[],"valueLabel":"3%"},{"n":9820,"bar":0.0809441105543963,"key":"function:Operations","sub":"Job family","href":"/functions/operations","name":"Operations","rank":16,"stats":[{"label":"Entry-level AI openings","value":"244"},{"label":"Entry-level openings","value":"9,820"},{"label":"Median posted pay","value":"$130k"}],"value":0.02484725050916497,"change":null,"employers":[],"valueLabel":"2%"},{"n":1957,"bar":0.05992645560533056,"key":"function:Programs","sub":"Job family","href":"/functions/programs","name":"Programs","rank":17,"stats":[{"label":"Entry-level AI openings","value":"36"},{"label":"Entry-level openings","value":"1,957"},{"label":"Median posted pay","value":"$130k"}],"value":0.01839550332141032,"change":null,"employers":[],"valueLabel":"2%"},{"n":1179,"bar":0.04973540017796094,"key":"function:Clinical","sub":"Job family","href":"/functions/clinical","name":"Clinical","rank":18,"stats":[{"label":"Entry-level AI openings","value":"18"},{"label":"Entry-level openings","value":"1,179"},{"label":"Median posted pay","value":"$157k"}],"value":0.01526717557251908,"change":null,"employers":[],"valueLabel":"2%"}],"slug":"functions-where-entry-level-jobs-want-ai","unit":"openings","scope":{"id":"us","kind":"national","name":"United States"},"title":"Job families where entry-level jobs want AI skills","family":"Function profiles","method":["A job family's score is the share of its entry-level and early-career roles whose posting names at least one AI skill or tool.","The job family is the one assigned from the posting title and text. Only job families with at least 200 entry-level openings are ranked, and only roles verified on the employer's own career site in the last week are counted."],"builtAt":"2026-11-03T04:15:57.376Z","edition":"2026-11","measure":"pf_entryai","sources":["NextChapter job data: open professional roles on employer career sites, verified in the last week"],"baseline":{"label":"all job families","valueLabel":"7%"},"keyFacts":["#1 Product, Job family: 31%","#2 Data & Analytics, Job family: 22%","#3 Security, Job family: 16%","18 job families ranked across all job families","Data as of November 2026"],"placeNoun":"job families","commentary":["The lead is wide: Product (31%) is well clear of Human Resources at #10 (6%).","Strategy reaches #5 on a sample of 216 entry-level openings, a smaller market than most of the top ten, so its rank can move more from month to month.","Engineering is the largest market in the top ten, with 26,816 entry-level openings behind its figure.","Job families with fewer than 200 entry-level 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/functions-where-entry-level-jobs-want-ai"}