{"h1":"Counties with the most jobs in AI-exposed sectors in the West Coast","faq":[{"a":"San Francisco County has the largest share of jobs in AI-exposed sectors in the West Coast: 47% of its private-sector jobs, against 16% in the typical large county.","q":"Which county ranks first: counties with the most jobs in ai-exposed sectors in the west coast?"},{"a":"68 counties have at least 20,000 jobs, so the list has 68 entries.","q":"How many counties are ranked?"},{"a":"A county's score is the share of its private-sector jobs in the sectors where much of the work is information handling that AI can already do in part: Information, Finance and insurance, Professional and technical services, Management of companies, and Administrative and staffing services. Jobs come from BLS Quarterly Census of Employment and Wages, 2025. Exposure describes the mix of a local economy, not a forecast of lost jobs. Only counties with at least 20,000 private-sector jobs in 2022 are ranked.","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 County has the largest share of jobs in AI-exposed sectors in the West Coast: 47% of its private-sector jobs, against 16% in the typical large county.","minN":20000,"rows":[{"n":586454,"bar":1,"key":"06075","sub":"CA","href":"/places/california/county/san-francisco-county","name":"San Francisco County","rank":1,"stats":[{"label":"Private-sector jobs, 2025","value":"586,454"},{"label":"Largest exposed sector","value":"Professional & technical (22% of jobs)"},{"label":"Job growth since 2022","value":"−7.6%"}],"value":0.4661780804632588,"change":null,"employers":[],"valueLabel":"47%"},{"n":380332,"bar":0.8392665017711782,"key":"06081","sub":"CA","href":"/places/california/county/san-mateo-county","name":"San Mateo County","rank":2,"stats":[{"label":"Private-sector jobs, 2025","value":"380,332"},{"label":"Largest exposed sector","value":"Professional & technical (17% of jobs)"},{"label":"Job growth since 2022","value":"−3.0%"}],"value":0.3912476467928021,"change":null,"employers":[],"valueLabel":"39%"},{"n":1021232,"bar":0.8056844314283801,"key":"06085","sub":"CA","href":"/places/california/county/santa-clara-county","name":"Santa Clara County","rank":3,"stats":[{"label":"Private-sector jobs, 2025","value":"1,021,232"},{"label":"Largest exposed sector","value":"Professional & technical (15% of jobs)"},{"label":"Job growth since 2022","value":"−0.4%"}],"value":0.3755924217024143,"change":null,"employers":[],"valueLabel":"38%"},{"n":1255504,"bar":0.7971642088578922,"key":"53033","sub":"WA","href":"/places/washington/county/king-county","name":"King County","rank":4,"stats":[{"label":"Private-sector jobs, 2025","value":"1,255,504"},{"label":"Largest exposed sector","value":"Professional & technical (12% of jobs)"},{"label":"Job growth since 2022","value":"−2.2%"}],"value":0.3716204806993845,"change":null,"employers":[],"valueLabel":"37%"},{"n":86994,"bar":0.5966510028993739,"key":"53005","sub":"WA","href":"/places/washington/county/benton-county","name":"Benton County","rank":5,"stats":[{"label":"Private-sector jobs, 2025","value":"86,994"},{"label":"Largest exposed sector","value":"Admin & staffing (13% of jobs)"},{"label":"Job growth since 2022","value":"+5.9%"}],"value":0.2781456192381084,"change":null,"employers":[],"valueLabel":"28%"},{"n":1501121,"bar":0.5615286941911334,"key":"06059","sub":"CA","href":"/places/california/county/orange-county","name":"Orange County","rank":6,"stats":[{"label":"Private-sector jobs, 2025","value":"1,501,121"},{"label":"Largest exposed sector","value":"Professional & technical (9% of jobs)"},{"label":"Job growth since 2022","value":"+1.1%"}],"value":0.2617723687830628,"change":null,"employers":[],"valueLabel":"26%"},{"n":415659,"bar":0.5386819399585792,"key":"41051","sub":"OR","href":"/places/oregon/county/multnomah-county","name":"Multnomah County","rank":7,"stats":[{"label":"Private-sector jobs, 2025","value":"415,659"},{"label":"Largest exposed sector","value":"Professional & technical (9% of jobs)"},{"label":"Job growth since 2022","value":"−2.8%"}],"value":0.2511217127501149,"change":null,"employers":[],"valueLabel":"25%"},{"n":1288378,"bar":0.5243437859873448,"key":"06073","sub":"CA","href":"/places/california/county/san-diego-county","name":"San Diego County","rank":8,"stats":[{"label":"Private-sector jobs, 2025","value":"1,288,378"},{"label":"Largest exposed sector","value":"Professional & technical (11% of jobs)"},{"label":"Job growth since 2022","value":"+0.9%"}],"value":0.2444375796544182,"change":null,"employers":[],"valueLabel":"24%"},{"n":3927366,"bar":0.5104858443051197,"key":"06037","sub":"CA","href":"/places/california/county/los-angeles-county","name":"Los Angeles County","rank":9,"stats":[{"label":"Private-sector jobs, 2025","value":"3,927,366"},{"label":"Largest exposed sector","value":"Professional & technical (8% of jobs)"},{"label":"Job growth since 2022","value":"+0.2%"}],"value":0.2379773110018267,"change":null,"employers":[],"valueLabel":"24%"},{"n":670154,"bar":0.5022516719815668,"key":"06001","sub":"CA","href":"/places/california/county/alameda-county","name":"Alameda County","rank":10,"stats":[{"label":"Private-sector jobs, 2025","value":"670,154"},{"label":"Largest exposed sector","value":"Professional & technical (11% of jobs)"},{"label":"Job growth since 2022","value":"−1.8%"}],"value":0.2341387203538291,"change":null,"employers":[],"valueLabel":"23%"},{"n":277540,"bar":0.4803178859870363,"key":"41067","sub":"OR","href":"/places/oregon/county/washington-county","name":"Washington County","rank":11,"stats":[{"label":"Private-sector jobs, 2025","value":"277,540"},{"label":"Largest exposed sector","value":"Admin & staffing (7% of jobs)"},{"label":"Job growth since 2022","value":"−1.6%"}],"value":0.223913670101607,"change":null,"employers":[],"valueLabel":"22%"},{"n":154948,"bar":0.4795152740923198,"key":"53011","sub":"WA","href":"/places/washington/county/clark-county","name":"Clark County","rank":12,"stats":[{"label":"Private-sector jobs, 2025","value":"154,948"},{"label":"Largest exposed sector","value":"Professional & technical (7% of jobs)"},{"label":"Job growth since 2022","value":"+3.3%"}],"value":0.2235395100291711,"change":null,"employers":[],"valueLabel":"22%"},{"n":534092,"bar":0.4679414889062643,"key":"06067","sub":"CA","href":"/places/california/county/sacramento-county","name":"Sacramento County","rank":13,"stats":[{"label":"Private-sector jobs, 2025","value":"534,092"},{"label":"Largest exposed sector","value":"Professional & technical (8% of jobs)"},{"label":"Job growth since 2022","value":"+3.1%"}],"value":0.2181440650674416,"change":null,"employers":[],"valueLabel":"22%"},{"n":85964,"bar":0.4656323812594839,"key":"53067","sub":"WA","href":"/places/washington/county/thurston-county","name":"Thurston County","rank":14,"stats":[{"label":"Private-sector jobs, 2025","value":"85,964"},{"label":"Largest exposed sector","value":"Professional & technical (8% of jobs)"},{"label":"Job growth since 2022","value":"+2.4%"}],"value":0.2170676096970825,"change":null,"employers":[],"valueLabel":"22%"},{"n":324325,"bar":0.4505559596654032,"key":"06013","sub":"CA","href":"/places/california/county/contra-costa-county","name":"Contra Costa County","rank":15,"stats":[{"label":"Private-sector jobs, 2025","value":"324,325"},{"label":"Largest exposed sector","value":"Professional & technical (8% of jobs)"},{"label":"Job growth since 2022","value":"+0.7%"}],"value":0.2100393124180991,"change":null,"employers":[],"valueLabel":"21%"},{"n":94533,"bar":0.4306180875917808,"key":"06041","sub":"CA","href":"/places/california/county/marin-county","name":"Marin County","rank":16,"stats":[{"label":"Private-sector jobs, 2025","value":"94,533"},{"label":"Largest exposed sector","value":"Professional & technical (9% of jobs)"},{"label":"Job growth since 2022","value":"+0.0%"}],"value":0.2007447134862958,"change":null,"employers":[],"valueLabel":"20%"},{"n":59140,"bar":0.4223466242572996,"key":"53035","sub":"WA","href":"/places/washington/county/kitsap-county","name":"Kitsap County","rank":17,"stats":[{"label":"Private-sector jobs, 2025","value":"59,140"},{"label":"Largest exposed sector","value":"Professional & technical (9% of jobs)"},{"label":"Job growth since 2022","value":"+0.1%"}],"value":0.1968887385864051,"change":null,"employers":[],"valueLabel":"20%"},{"n":165925,"bar":0.4147091403177099,"key":"06061","sub":"CA","href":"/places/california/county/placer-county","name":"Placer County","rank":18,"stats":[{"label":"Private-sector jobs, 2025","value":"165,925"},{"label":"Largest exposed sector","value":"Professional & technical (7% of jobs)"},{"label":"Job growth since 2022","value":"+2.5%"}],"value":0.1933283109838783,"change":null,"employers":[],"valueLabel":"19%"},{"n":288572,"bar":0.4128274411057117,"key":"06111","sub":"CA","href":"/places/california/county/ventura-county","name":"Ventura County","rank":19,"stats":[{"label":"Private-sector jobs, 2025","value":"288,572"},{"label":"Largest exposed sector","value":"Admin & staffing (6% of jobs)"},{"label":"Job growth since 2022","value":"+1.7%"}],"value":0.1924511040572197,"change":null,"employers":[],"valueLabel":"19%"},{"n":206384,"bar":0.4048052495827878,"key":"53063","sub":"WA","href":"/places/washington/county/spokane-county","name":"Spokane County","rank":20,"stats":[{"label":"Private-sector jobs, 2025","value":"206,384"},{"label":"Largest exposed sector","value":"Admin & staffing (6% of jobs)"},{"label":"Job growth since 2022","value":"+1.6%"}],"value":0.1887113342119544,"change":null,"employers":[],"valueLabel":"19%"},{"n":48073,"bar":0.4029347057726875,"key":"06017","sub":"CA","href":"/places/california/county/el-dorado-county","name":"El Dorado County","rank":21,"stats":[{"label":"Private-sector jobs, 2025","value":"48,073"},{"label":"Largest exposed sector","value":"Admin & staffing (7% of jobs)"},{"label":"Job growth since 2022","value":"+1.5%"}],"value":0.1878393276891394,"change":null,"employers":[],"valueLabel":"19%"},{"n":157803,"bar":0.4014855051704453,"key":"41005","sub":"OR","href":"/places/oregon/county/clackamas-county","name":"Clackamas County","rank":22,"stats":[{"label":"Private-sector jobs, 2025","value":"157,803"},{"label":"Largest exposed sector","value":"Professional & technical (7% of jobs)"},{"label":"Job growth since 2022","value":"+1.7%"}],"value":0.18716374213418,"change":null,"employers":[],"valueLabel":"19%"},{"n":83459,"bar":0.3792914485517671,"key":"41017","sub":"OR","href":"/places/oregon/county/deschutes-county","name":"Deschutes County","rank":23,"stats":[{"label":"Private-sector jobs, 2025","value":"83,459"},{"label":"Largest exposed sector","value":"Professional & technical (7% of jobs)"},{"label":"Job growth since 2022","value":"+5.3%"}],"value":0.1768173594219916,"change":null,"employers":[],"valueLabel":"18%"},{"n":276587,"bar":0.3786680288171172,"key":"53053","sub":"WA","href":"/places/washington/county/pierce-county","name":"Pierce County","rank":24,"stats":[{"label":"Private-sector jobs, 2025","value":"276,587"},{"label":"Largest exposed sector","value":"Admin & staffing (9% of jobs)"},{"label":"Job growth since 2022","value":"+3.3%"}],"value":0.1765267348067697,"change":null,"employers":[],"valueLabel":"18%"},{"n":257388,"bar":0.3665930259429249,"key":"53061","sub":"WA","href":"/places/washington/county/snohomish-county","name":"Snohomish County","rank":25,"stats":[{"label":"Private-sector jobs, 2025","value":"257,388"},{"label":"Largest exposed sector","value":"Professional & technical (6% of jobs)"},{"label":"Job growth since 2022","value":"+4.6%"}],"value":0.1708976331452904,"change":null,"employers":[],"valueLabel":"17%"},{"n":179411,"bar":0.3658049191790423,"key":"06083","sub":"CA","href":"/places/california/county/santa-barbara-county","name":"Santa Barbara County","rank":26,"stats":[{"label":"Private-sector jobs, 2025","value":"179,411"},{"label":"Largest exposed sector","value":"Professional & technical (7% of jobs)"},{"label":"Job growth since 2022","value":"−2.6%"}],"value":0.1705302350469035,"change":null,"employers":[],"valueLabel":"17%"},{"n":178346,"bar":0.3629376778502043,"key":"06097","sub":"CA","href":"/places/california/county/sonoma-county","name":"Sonoma County","rank":27,"stats":[{"label":"Private-sector jobs, 2025","value":"178,346"},{"label":"Largest exposed sector","value":"Admin & staffing (7% of jobs)"},{"label":"Job growth since 2022","value":"−1.7%"}],"value":0.1691935899880009,"change":null,"employers":[],"valueLabel":"17%"},{"n":130846,"bar":0.360899817283261,"key":"41039","sub":"OR","href":"/places/oregon/county/lane-county","name":"Lane County","rank":28,"stats":[{"label":"Private-sector jobs, 2025","value":"130,846"},{"label":"Largest exposed sector","value":"Admin & staffing (5% of jobs)"},{"label":"Job growth since 2022","value":"−0.1%"}],"value":0.1682435840606514,"change":null,"employers":[],"valueLabel":"17%"},{"n":78177,"bar":0.3447168478922734,"key":"53073","sub":"WA","href":"/places/washington/county/whatcom-county","name":"Whatcom County","rank":29,"stats":[{"label":"Private-sector jobs, 2025","value":"78,177"},{"label":"Largest exposed sector","value":"Professional & technical (6% of jobs)"},{"label":"Job growth since 2022","value":"+0.8%"}],"value":0.1606994384537652,"change":null,"employers":[],"valueLabel":"16%"},{"n":136757,"bar":0.3422264111072794,"key":"41047","sub":"OR","href":"/places/oregon/county/marion-county","name":"Marion County","rank":30,"stats":[{"label":"Private-sector jobs, 2025","value":"136,757"},{"label":"Largest exposed sector","value":"Admin & staffing (7% of jobs)"},{"label":"Job growth since 2022","value":"+7.7%"}],"value":0.1595384514138216,"change":null,"employers":[],"valueLabel":"16%"},{"n":58359,"bar":0.3259612643163977,"key":"06089","sub":"CA","href":"/places/california/county/shasta-county","name":"Shasta County","rank":31,"stats":[{"label":"Private-sector jobs, 2025","value":"58,359"},{"label":"Largest exposed sector","value":"Admin & staffing (6% of jobs)"},{"label":"Job growth since 2022","value":"+6.0%"}],"value":0.1519559965043952,"change":null,"employers":[],"valueLabel":"15%"},{"n":710949,"bar":0.2935532102838078,"key":"06071","sub":"CA","href":"/places/california/county/san-bernardino-county","name":"San Bernardino County","rank":32,"stats":[{"label":"Private-sector jobs, 2025","value":"710,949"},{"label":"Largest exposed sector","value":"Admin & staffing (7% of jobs)"},{"label":"Job growth since 2022","value":"−0.1%"}],"value":0.1368480720839329,"change":null,"employers":[],"valueLabel":"14%"},{"n":85953,"bar":0.2919684016113717,"key":"06087","sub":"CA","href":"/places/california/county/santa-cruz-county","name":"Santa Cruz County","rank":33,"stats":[{"label":"Private-sector jobs, 2025","value":"85,953"},{"label":"Largest exposed sector","value":"Professional & technical (5% of jobs)"},{"label":"Job growth since 2022","value":"−0.9%"}],"value":0.1361092690191151,"change":null,"employers":[],"valueLabel":"14%"},{"n":99890,"bar":0.2896715827188687,"key":"06079","sub":"CA","href":"/places/california/county/san-luis-obispo-county","name":"San Luis Obispo County","rank":34,"stats":[{"label":"Private-sector jobs, 2025","value":"99,890"},{"label":"Largest exposed sector","value":"Professional & technical (6% of jobs)"},{"label":"Job growth since 2022","value":"+1.6%"}],"value":0.1350385423966363,"change":null,"employers":[],"valueLabel":"14%"},{"n":30893,"bar":0.2861479776132432,"key":"41019","sub":"OR","href":"/places/oregon/county/douglas-county","name":"Douglas County","rank":35,"stats":[{"label":"Private-sector jobs, 2025","value":"30,893"},{"label":"Largest exposed sector","value":"Admin & staffing (5% of jobs)"},{"label":"Job growth since 2022","value":"−1.3%"}],"value":0.1333959149321853,"change":null,"employers":[],"valueLabel":"13%"},{"n":27951,"bar":0.2852616314079575,"key":"06057","sub":"CA","href":"/places/california/county/nevada-county","name":"Nevada County","rank":36,"stats":[{"label":"Private-sector jobs, 2025","value":"27,951"},{"label":"Largest exposed sector","value":"Professional & technical (6% of jobs)"},{"label":"Job growth since 2022","value":"+4.4%"}],"value":0.1329827197595793,"change":null,"employers":[],"valueLabel":"13%"},{"n":703703,"bar":0.2771460044386831,"key":"06065","sub":"CA","href":"/places/california/county/riverside-county","name":"Riverside County","rank":37,"stats":[{"label":"Private-sector jobs, 2025","value":"703,703"},{"label":"Largest exposed sector","value":"Admin & staffing (7% of jobs)"},{"label":"Job growth since 2022","value":"+3.8%"}],"value":0.1291993923572871,"change":null,"employers":[],"valueLabel":"13%"},{"n":80868,"bar":0.2758436726608184,"key":"41029","sub":"OR","href":"/places/oregon/county/jackson-county","name":"Jackson County","rank":38,"stats":[{"label":"Private-sector jobs, 2025","value":"80,868"},{"label":"Largest exposed sector","value":"Admin & staffing (4% of jobs)"},{"label":"Job growth since 2022","value":"+1.9%"}],"value":0.1285922738289558,"change":null,"employers":[],"valueLabel":"13%"},{"n":119904,"bar":0.2684062278426358,"key":"06095","sub":"CA","href":"/places/california/county/solano-county","name":"Solano County","rank":39,"stats":[{"label":"Private-sector jobs, 2025","value":"119,904"},{"label":"Largest exposed sector","value":"Admin & staffing (5% of jobs)"},{"label":"Job growth since 2022","value":"+3.8%"}],"value":0.1251251000800641,"change":null,"employers":[],"valueLabel":"13%"},{"n":41382,"bar":0.2628116625965868,"key":"53057","sub":"WA","href":"/places/washington/county/skagit-county","name":"Skagit County","rank":40,"stats":[{"label":"Private-sector jobs, 2025","value":"41,382"},{"label":"Largest exposed sector","value":"Professional & technical (5% of jobs)"},{"label":"Job growth since 2022","value":"+3.6%"}],"value":0.1225170363926345,"change":null,"employers":[],"valueLabel":"12%"},{"n":28490,"bar":0.2600626805855927,"key":"41003","sub":"OR","href":"/places/oregon/county/benton-county","name":"Benton County","rank":41,"stats":[{"label":"Private-sector jobs, 2025","value":"28,490"},{"label":"Largest exposed sector","value":"Professional & technical (8% of jobs)"},{"label":"Job growth since 2022","value":"+0.7%"}],"value":0.1212355212355212,"change":null,"employers":[],"valueLabel":"12%"},{"n":72900,"bar":0.256912130492839,"key":"06113","sub":"CA","href":"/places/california/county/yolo-county","name":"Yolo County","rank":42,"stats":[{"label":"Private-sector jobs, 2025","value":"72,900"},{"label":"Largest exposed sector","value":"Professional & technical (6% of jobs)"},{"label":"Job growth since 2022","value":"−2.9%"}],"value":0.1197668038408779,"change":null,"employers":[],"valueLabel":"12%"},{"n":37775,"bar":0.2561062750574134,"key":"06023","sub":"CA","href":"/places/california/county/humboldt-county","name":"Humboldt County","rank":43,"stats":[{"label":"Private-sector jobs, 2025","value":"37,775"},{"label":"Largest exposed sector","value":"Professional & technical (4% of jobs)"},{"label":"Job growth since 2022","value":"+4.4%"}],"value":0.1193911317008604,"change":null,"employers":[],"valueLabel":"12%"},{"n":273487,"bar":0.2547342659984815,"key":"06029","sub":"CA","href":"/places/california/county/kern-county","name":"Kern County","rank":44,"stats":[{"label":"Private-sector jobs, 2025","value":"273,487"},{"label":"Largest exposed sector","value":"Admin & staffing (5% of jobs)"},{"label":"Job growth since 2022","value":"−0.5%"}],"value":0.1187515311513893,"change":null,"employers":[],"valueLabel":"12%"},{"n":350378,"bar":0.2526103093720942,"key":"06019","sub":"CA","href":"/places/california/county/fresno-county","name":"Fresno County","rank":45,"stats":[{"label":"Private-sector jobs, 2025","value":"350,378"},{"label":"Largest exposed sector","value":"Admin & staffing (5% of jobs)"},{"label":"Job growth since 2022","value":"+2.9%"}],"value":0.1177613891283129,"change":null,"employers":[],"valueLabel":"12%"},{"n":68695,"bar":0.2515605180346068,"key":"06055","sub":"CA","href":"/places/california/county/napa-county","name":"Napa County","rank":46,"stats":[{"label":"Private-sector jobs, 2025","value":"68,695"},{"label":"Largest exposed sector","value":"Admin & staffing (6% of jobs)"},{"label":"Job growth since 2022","value":"+1.3%"}],"value":0.117271999417716,"change":null,"employers":[],"valueLabel":"12%"},{"n":33446,"bar":0.2448082927618269,"key":"53025","sub":"WA","href":"/places/washington/county/grant-county","name":"Grant County","rank":47,"stats":[{"label":"Private-sector jobs, 2025","value":"33,446"},{"label":"Largest exposed sector","value":"Professional & technical (5% of jobs)"},{"label":"Job growth since 2022","value":"−0.0%"}],"value":0.114124260001196,"change":null,"employers":[],"valueLabel":"11%"},{"n":243606,"bar":0.2441535551024406,"key":"06077","sub":"CA","href":"/places/california/county/san-joaquin-county","name":"San Joaquin County","rank":48,"stats":[{"label":"Private-sector jobs, 2025","value":"243,606"},{"label":"Largest exposed sector","value":"Admin & staffing (6% of jobs)"},{"label":"Job growth since 2022","value":"+2.1%"}],"value":0.1138190356559362,"change":null,"employers":[],"valueLabel":"11%"},{"n":62412,"bar":0.2422744193919263,"key":"06007","sub":"CA","href":"/places/california/county/butte-county","name":"Butte County","rank":49,"stats":[{"label":"Private-sector jobs, 2025","value":"62,412"},{"label":"Largest exposed sector","value":"Admin & staffing (4% of jobs)"},{"label":"Job growth since 2022","value":"−2.0%"}],"value":0.1129430237774787,"change":null,"employers":[],"valueLabel":"11%"},{"n":25391,"bar":0.2334260011542032,"key":"41059","sub":"OR","href":"/places/oregon/county/umatilla-county","name":"Umatilla County","rank":50,"stats":[{"label":"Private-sector jobs, 2025","value":"25,391"},{"label":"Largest exposed sector","value":"Information (4% of jobs)"},{"label":"Job growth since 2022","value":"+2.8%"}],"value":0.1088180851482809,"change":null,"employers":[],"valueLabel":"11%"},{"n":162967,"bar":0.2159489949219515,"key":"06053","sub":"CA","href":"/places/california/county/monterey-county","name":"Monterey County","rank":51,"stats":[{"label":"Private-sector jobs, 2025","value":"162,967"},{"label":"Largest exposed sector","value":"Admin & staffing (5% of jobs)"},{"label":"Job growth since 2022","value":"−1.7%"}],"value":0.1006706879306854,"change":null,"employers":[],"valueLabel":"10%"},{"n":41938,"bar":0.2142136337822225,"key":"41043","sub":"OR","href":"/places/oregon/county/linn-county","name":"Linn County","rank":52,"stats":[{"label":"Private-sector jobs, 2025","value":"41,938"},{"label":"Largest exposed sector","value":"Admin & staffing (4% of jobs)"},{"label":"Job growth since 2022","value":"−1.5%"}],"value":0.09986170060565597,"change":null,"employers":[],"valueLabel":"10%"},{"n":166558,"bar":0.2136886190628501,"key":"06099","sub":"CA","href":"/places/california/county/stanislaus-county","name":"Stanislaus County","rank":53,"stats":[{"label":"Private-sector jobs, 2025","value":"166,558"},{"label":"Largest exposed sector","value":"Admin & staffing (4% of jobs)"},{"label":"Job growth since 2022","value":"−0.3%"}],"value":0.09961695025156402,"change":null,"employers":[],"valueLabel":"10%"},{"n":35609,"bar":0.2046971271800871,"key":"41071","sub":"OR","href":"/places/oregon/county/yamhill-county","name":"Yamhill County","rank":54,"stats":[{"label":"Private-sector jobs, 2025","value":"35,609"},{"label":"Largest exposed sector","value":"Admin & staffing (3% of jobs)"},{"label":"Job growth since 2022","value":"+5.7%"}],"value":0.09542531382515657,"change":null,"employers":[],"valueLabel":"10%"},{"n":24987,"bar":0.2045775985287969,"key":"06045","sub":"CA","href":"/places/california/county/mendocino-county","name":"Mendocino County","rank":55,"stats":[{"label":"Private-sector jobs, 2025","value":"24,987"},{"label":"Largest exposed sector","value":"Admin & staffing (4% of jobs)"},{"label":"Job growth since 2022","value":"−1.5%"}],"value":0.09536959218793772,"change":null,"employers":[],"valueLabel":"10%"},{"n":27417,"bar":0.204206107012334,"key":"41033","sub":"OR","href":"/places/oregon/county/josephine-county","name":"Josephine County","rank":56,"stats":[{"label":"Private-sector jobs, 2025","value":"27,417"},{"label":"Largest exposed sector","value":"Finance & insurance (3% of jobs)"},{"label":"Job growth since 2022","value":"+2.8%"}],"value":0.09519641098588467,"change":null,"employers":[],"valueLabel":"10%"},{"n":138234,"bar":0.2026794443683241,"key":"06107","sub":"CA","href":"/places/california/county/tulare-county","name":"Tulare County","rank":57,"stats":[{"label":"Private-sector jobs, 2025","value":"138,234"},{"label":"Largest exposed sector","value":"Admin & staffing (5% of jobs)"},{"label":"Job growth since 2022","value":"−1.6%"}],"value":0.09448471432498519,"change":null,"employers":[],"valueLabel":"9%"},{"n":22568,"bar":0.1878200785408585,"key":"53041","sub":"WA","href":"/places/washington/county/lewis-county","name":"Lewis County","rank":58,"stats":[{"label":"Private-sector jobs, 2025","value":"22,568"},{"label":"Largest exposed sector","value":"Admin & staffing (4% of jobs)"},{"label":"Job growth since 2022","value":"+1.6%"}],"value":0.08755760368663594,"change":null,"employers":[],"valueLabel":"9%"},{"n":37494,"bar":0.1871973388667023,"key":"53007","sub":"WA","href":"/places/washington/county/chelan-county","name":"Chelan County","rank":59,"stats":[{"label":"Private-sector jobs, 2025","value":"37,494"},{"label":"Largest exposed sector","value":"Admin & staffing (3% of jobs)"},{"label":"Job growth since 2022","value":"+1.7%"}],"value":0.08726729610070945,"change":null,"employers":[],"valueLabel":"9%"},{"n":47209,"bar":0.1862521384980768,"key":"06025","sub":"CA","href":"/places/california/county/imperial-county","name":"Imperial County","rank":60,"stats":[{"label":"Private-sector jobs, 2025","value":"47,209"},{"label":"Largest exposed sector","value":"Admin & staffing (4% of jobs)"},{"label":"Job growth since 2022","value":"+2.0%"}],"value":0.08682666440721049,"change":null,"employers":[],"valueLabel":"9%"},{"n":30969,"bar":0.1701176329105126,"key":"53021","sub":"WA","href":"/places/washington/county/franklin-county","name":"Franklin County","rank":61,"stats":[{"label":"Private-sector jobs, 2025","value":"30,969"},{"label":"Largest exposed sector","value":"Admin & staffing (4% of jobs)"},{"label":"Job growth since 2022","value":"+3.9%"}],"value":0.07930511156317607,"change":null,"employers":[],"valueLabel":"8%"},{"n":45303,"bar":0.16946612023859,"key":"06039","sub":"CA","href":"/places/california/county/madera-county","name":"Madera County","rank":62,"stats":[{"label":"Private-sector jobs, 2025","value":"45,303"},{"label":"Largest exposed sector","value":"Admin & staffing (5% of jobs)"},{"label":"Job growth since 2022","value":"+6.9%"}],"value":0.0790013906363817,"change":null,"employers":[],"valueLabel":"8%"},{"n":34461,"bar":0.1600377185475797,"key":"53015","sub":"WA","href":"/places/washington/county/cowlitz-county","name":"Cowlitz County","rank":63,"stats":[{"label":"Private-sector jobs, 2025","value":"34,461"},{"label":"Largest exposed sector","value":"Admin & staffing (4% of jobs)"},{"label":"Job growth since 2022","value":"−1.0%"}],"value":0.07460607643422999,"change":null,"employers":[],"valueLabel":"7%"},{"n":97163,"bar":0.1522455081022579,"key":"53077","sub":"WA","href":"/places/washington/county/yakima-county","name":"Yakima County","rank":64,"stats":[{"label":"Private-sector jobs, 2025","value":"97,163"},{"label":"Largest exposed sector","value":"Admin & staffing (2% of jobs)"},{"label":"Job growth since 2022","value":"−0.3%"}],"value":0.07097351872626412,"change":null,"employers":[],"valueLabel":"7%"},{"n":66454,"bar":0.1472268756344267,"key":"06047","sub":"CA","href":"/places/california/county/merced-county","name":"Merced County","rank":65,"stats":[{"label":"Private-sector jobs, 2025","value":"66,454"},{"label":"Largest exposed sector","value":"Admin & staffing (3% of jobs)"},{"label":"Job growth since 2022","value":"+0.5%"}],"value":0.06863394227585999,"change":null,"employers":[],"valueLabel":"7%"},{"n":36520,"bar":0.1380924742159367,"key":"06031","sub":"CA","href":"/places/california/county/kings-county","name":"Kings County","rank":66,"stats":[{"label":"Private-sector jobs, 2025","value":"36,520"},{"label":"Largest exposed sector","value":"Admin & staffing (2% of jobs)"},{"label":"Job growth since 2022","value":"+6.7%"}],"value":0.06437568455640745,"change":null,"employers":[],"valueLabel":"6%"},{"n":28018,"bar":0.1267860151252665,"key":"06101","sub":"CA","href":"/places/california/county/sutter-county","name":"Sutter County","rank":67,"stats":[{"label":"Private-sector jobs, 2025","value":"28,018"},{"label":"Largest exposed sector","value":"Admin & staffing (4% of jobs)"},{"label":"Job growth since 2022","value":"−0.9%"}],"value":0.05910486116068242,"change":null,"employers":[],"valueLabel":"6%"},{"n":22093,"bar":0.07621897690633744,"key":"53071","sub":"WA","href":"/places/washington/county/walla-walla-county","name":"Walla Walla County","rank":68,"stats":[{"label":"Private-sector jobs, 2025","value":"22,093"},{"label":"Largest exposed sector","value":"Finance & insurance (3% of jobs)"},{"label":"Job growth since 2022","value":"−3.6%"}],"value":0.03553161634906984,"change":null,"employers":[],"valueLabel":"4%"}],"slug":"counties-with-the-most-ai-exposed-jobs-in-the-west-coast","unit":"jobs","scope":{"id":"west-coast","kind":"region","name":"West Coast"},"title":"Counties with the most jobs in AI-exposed sectors in the West Coast","family":"Research","method":["A county's score is the share of its private-sector jobs in the sectors where much of the work is information handling that AI can already do in part: Information, Finance and insurance, Professional and technical services, Management of companies, and Administrative and staffing services. Jobs come from BLS Quarterly Census of Employment and Wages, 2025.","Exposure describes the mix of a local economy, not a forecast of lost jobs. Only counties with at least 20,000 private-sector jobs in 2022 are ranked."],"builtAt":"2026-11-03T03:39:06.218Z","edition":"2026-11","measure":"aiexposed","sources":["Bureau of Labor Statistics, Quarterly Census of Employment and Wages, 2025 (private-sector jobs by sector)"],"baseline":{"label":"all large counties","valueLabel":"16%"},"keyFacts":["#1 San Francisco County, CA: 47%","#2 San Mateo County, CA: 39%","#3 Santa Clara County, CA: 38%","68 counties ranked in the West Coast","Data as of November 2026"],"placeNoun":"counties","commentary":["The lead is wide: San Francisco County (47%) is well clear of Alameda County at #10 (23%).","Benton County reaches #5 on a sample of 86,994 jobs, a smaller market than most of the top ten, so its rank can move more from month to month.","Los Angeles County is the largest market in the top ten, with 3,927,366 jobs behind its figure.","Counties with fewer than 20,000 jobs 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/counties-with-the-most-ai-exposed-jobs-in-the-west-coast"}