{"h1":"Best all-round cities for new graduates","faq":[{"a":"Redmond is the best all-round city for new graduates in the United States, with a score of 77 / 100.","q":"Which city ranks first: best all-round cities for new graduates?"},{"a":"100 cities have at least 200 openings, so the list has 100 entries.","q":"How many cities are ranked?"},{"a":"A city's score is the weighted average of its percentile rank on each measure among the ranked cities (100 is first, 0 is last): entry-level share of openings 40%, pay after cost of living 25%, entry-level openings 20%, openings with pay posted 15%. A score of 100 would mean first on every measure and 50 is the middle of the pack. The measures and weights are fixed in advance and shown here; they are a judgment about what matters to this reader, so use the single-measure rankings when one thing matters most. Only cities with enough openings and pay data are 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":"Redmond is the best all-round city for new graduates in the United States, with a score of 77 / 100.","minN":200,"rows":[{"n":1147,"bar":1,"key":"WA|redmond","sub":"WA","href":"/places/washington/city/redmond","name":"Redmond","rank":1,"stats":[{"label":"Entry-level share of openings","value":"35%"},{"label":"Pay after cost of living","value":"$195k"},{"label":"Entry-level openings","value":"400"}],"value":77.11206896551724,"change":null,"employers":["Amazon","SpaceX","Microsoft"],"valueLabel":"77 / 100"},{"n":840,"bar":0.9200670765790945,"key":"CA|long beach","sub":"CA","href":"/places/california/city/long-beach","name":"Long Beach","rank":2,"stats":[{"label":"Entry-level share of openings","value":"32%"},{"label":"Pay after cost of living","value":"$140k"},{"label":"Entry-level openings","value":"271"}],"value":70.94827586206897,"change":null,"employers":["Relativity Space","Rocket Lab","Vast"],"valueLabel":"71 / 100"},{"n":1364,"bar":0.8703186137506987,"key":"CA|sacramento","sub":"CA","href":"/places/california/city/sacramento","name":"Sacramento","rank":3,"stats":[{"label":"Entry-level share of openings","value":"33%"},{"label":"Pay after cost of living","value":"$127k"},{"label":"Entry-level openings","value":"456"}],"value":67.11206896551724,"change":null,"employers":["Sutter Health","California Correctional Health Care Services","Nalu Medical"],"valueLabel":"67 / 100"},{"n":258,"bar":0.8658468418110675,"key":"CA|santa ana","sub":"CA","href":"/places/california/city/santa-ana","name":"Santa Ana","rank":4,"stats":[{"label":"Entry-level share of openings","value":"33%"},{"label":"Pay after cost of living","value":"$155k"},{"label":"Entry-level openings","value":"86"}],"value":66.76724137931033,"change":null,"employers":["Anduril Industries","First American Financial","Anduril"],"valueLabel":"67 / 100"},{"n":584,"bar":0.8613750698714367,"key":"VA|alexandria","sub":"VA","href":"/places/virginia/city/alexandria","name":"Alexandria","rank":5,"stats":[{"label":"Entry-level share of openings","value":"34%"},{"label":"Pay after cost of living","value":"$139k"},{"label":"Entry-level openings","value":"199"}],"value":66.42241379310346,"change":null,"employers":["Kearney","Patent and Trademark Office","Analytic Services (ANSER)"],"valueLabel":"66 / 100"},{"n":247,"bar":0.8490776970374511,"key":"IL|mundelein","sub":"IL","href":"/places/illinois/city/mundelein","name":"Mundelein","rank":6,"stats":[{"label":"Entry-level share of openings","value":"36%"},{"label":"Pay after cost of living","value":"$136k"},{"label":"Entry-level openings","value":"88"}],"value":65.47413793103448,"change":null,"employers":["Coda Search│Staffing"],"valueLabel":"65 / 100"},{"n":377,"bar":0.8401341531581891,"key":"MD|annapolis","sub":"MD","href":"/places/maryland/city/annapolis","name":"Annapolis","rank":7,"stats":[{"label":"Entry-level share of openings","value":"44%"},{"label":"Pay after cost of living","value":"$119k"},{"label":"Entry-level openings","value":"164"}],"value":64.7844827586207,"change":null,"employers":["Northrop Grumman","Luminis Health","TEKsystems"],"valueLabel":"65 / 100"},{"n":231,"bar":0.8272778088317495,"key":"VA|manassas","sub":"VA","href":"/places/virginia/city/manassas","name":"Manassas","rank":8,"stats":[{"label":"Entry-level share of openings","value":"38%"},{"label":"Pay after cost of living","value":"$136k"},{"label":"Entry-level openings","value":"88"}],"value":63.79310344827586,"change":null,"employers":["General Dynamics Mission Systems","Electra.Aero","Holder Construction"],"valueLabel":"64 / 100"},{"n":1427,"bar":0.8267188373392959,"key":"NC|raleigh","sub":"NC","href":"/places/north-carolina/city/raleigh","name":"Raleigh","rank":9,"stats":[{"label":"Entry-level share of openings","value":"35%"},{"label":"Pay after cost of living","value":"$121k"},{"label":"Entry-level openings","value":"505"}],"value":63.75000000000001,"change":null,"employers":["First Citizens Bank","Dewberry","MaintainX"],"valueLabel":"64 / 100"},{"n":2064,"bar":0.8244829513694802,"key":"KY|louisville","sub":"KY","href":"/places/kentucky/city/louisville","name":"Louisville","rank":10,"stats":[{"label":"Entry-level share of openings","value":"34%"},{"label":"Pay after cost of living","value":"$115k"},{"label":"Entry-level openings","value":"710"}],"value":63.57758620689656,"change":null,"employers":["BrightSpring Health Services","Norton Healthcare","GE Appliances"],"valueLabel":"64 / 100"},{"n":1892,"bar":0.8211291224147569,"key":"OH|columbus","sub":"OH","href":"/places/ohio/city/columbus","name":"Columbus","rank":11,"stats":[{"label":"Entry-level share of openings","value":"36%"},{"label":"Pay after cost of living","value":"$115k"},{"label":"Entry-level openings","value":"689"}],"value":63.31896551724138,"change":null,"employers":["State of Ohio","Nationwide","Ohio State University-Newark Campus"],"valueLabel":"63 / 100"},{"n":1989,"bar":0.8160983789826719,"key":"VA|arlington","sub":"VA","href":"/places/virginia/city/arlington","name":"Arlington","rank":12,"stats":[{"label":"Entry-level share of openings","value":"28%"},{"label":"Pay after cost of living","value":"$143k"},{"label":"Entry-level openings","value":"559"}],"value":62.93103448275862,"change":null,"employers":["Amazon","AWS","Bloomberg Industry Group"],"valueLabel":"63 / 100"},{"n":5903,"bar":0.8071548351034097,"key":"TX|austin","sub":"TX","href":"/places/texas/city/austin","name":"Austin","rank":13,"stats":[{"label":"Entry-level share of openings","value":"26%"},{"label":"Pay after cost of living","value":"$166k"},{"label":"Entry-level openings","value":"1,560"}],"value":62.24137931034483,"change":null,"employers":["Amazon","Advanced Micro Devices","Cloudflare"],"valueLabel":"62 / 100"},{"n":11798,"bar":0.8065958636109559,"key":"CA|san francisco","sub":"CA","href":"/places/california/city/san-francisco","name":"San Francisco","rank":14,"stats":[{"label":"Entry-level share of openings","value":"20%"},{"label":"Pay after cost of living","value":"$186k"},{"label":"Entry-level openings","value":"2,312"}],"value":62.19827586206897,"change":null,"employers":["OpenAI","Anthropic","University Of California San Francisco Foundation"],"valueLabel":"62 / 100"},{"n":20589,"bar":0.8054779206260481,"key":"NY|new york","sub":"NY","href":"/places/new-york/city/new-york","name":"New York","rank":15,"stats":[{"label":"Entry-level share of openings","value":"24%"},{"label":"Pay after cost of living","value":"$147k"},{"label":"Entry-level openings","value":"4,970"}],"value":62.11206896551724,"change":null,"employers":["Amazon","Publicis Groupe","Morgan Stanley"],"valueLabel":"62 / 100"},{"n":1514,"bar":0.7758524315259921,"key":"PA|pittsburgh","sub":"PA","href":"/places/pennsylvania/city/pittsburgh","name":"Pittsburgh","rank":16,"stats":[{"label":"Entry-level share of openings","value":"35%"},{"label":"Pay after cost of living","value":"$121k"},{"label":"Entry-level openings","value":"533"}],"value":59.82758620689655,"change":null,"employers":["PNC Financial Services Group","Highmark Health","UPMC"],"valueLabel":"60 / 100"},{"n":759,"bar":0.7730575740637229,"key":"FL|tallahassee","sub":"FL","href":"/places/florida/city/tallahassee","name":"Tallahassee","rank":17,"stats":[{"label":"Entry-level share of openings","value":"45%"},{"label":"Pay after cost of living","value":"$106k"},{"label":"Entry-level openings","value":"342"}],"value":59.61206896551725,"change":null,"employers":["State of Florida","L3HARRIS Technologies","Florida"],"valueLabel":"60 / 100"},{"n":234,"bar":0.7685858021240918,"key":"VA|mc lean","sub":"VA","href":null,"name":"Mc Lean","rank":18,"stats":[{"label":"Entry-level share of openings","value":"31%"},{"label":"Pay after cost of living","value":"$161k"},{"label":"Entry-level openings","value":"72"}],"value":59.26724137931035,"change":null,"employers":["Capital One","Booz Allen Hamilton","Sunrise Senior Living"],"valueLabel":"59 / 100"},{"n":1282,"bar":0.7680268306316379,"key":"TX|san antonio","sub":"TX","href":"/places/texas/city/san-antonio","name":"San Antonio","rank":19,"stats":[{"label":"Entry-level share of openings","value":"36%"},{"label":"Pay after cost of living","value":"$116k"},{"label":"Entry-level openings","value":"464"}],"value":59.22413793103449,"change":null,"employers":["H-E-B","University Health San Antonio","UT Health San Antonio"],"valueLabel":"59 / 100"},{"n":3198,"bar":0.7680268306316378,"key":"NC|charlotte","sub":"NC","href":"/places/north-carolina/city/charlotte","name":"Charlotte","rank":20,"stats":[{"label":"Entry-level share of openings","value":"32%"},{"label":"Pay after cost of living","value":"$125k"},{"label":"Entry-level openings","value":"1,026"}],"value":59.22413793103448,"change":null,"employers":["Truist Financial","Scout Motors","SMBC Americas"],"valueLabel":"59 / 100"},{"n":1379,"bar":0.7652319731693683,"key":"OH|cincinnati","sub":"OH","href":"/places/ohio/city/cincinnati","name":"Cincinnati","rank":21,"stats":[{"label":"Entry-level share of openings","value":"40%"},{"label":"Pay after cost of living","value":"$107k"},{"label":"Entry-level openings","value":"549"}],"value":59.00862068965517,"change":null,"employers":["Medpace Holdings","Cincinnati Childrens Hospital Medical Center","Procter & Gamble"],"valueLabel":"59 / 100"},{"n":949,"bar":0.7629960871995529,"key":"CA|el segundo","sub":"CA","href":"/places/california/city/el-segundo","name":"El Segundo","rank":22,"stats":[{"label":"Entry-level share of openings","value":"27%"},{"label":"Pay after cost of living","value":"$144k"},{"label":"Entry-level openings","value":"255"}],"value":58.83620689655173,"change":null,"employers":["Chaos Industries","Radiant","Varda Space Industries"],"valueLabel":"59 / 100"},{"n":283,"bar":0.7602012297372834,"key":"IL|springfield","sub":"IL","href":"/places/illinois/city/springfield","name":"Springfield","rank":23,"stats":[{"label":"Entry-level share of openings","value":"42%"},{"label":"Pay after cost of living","value":"$103k"},{"label":"Entry-level openings","value":"118"}],"value":58.62068965517241,"change":null,"employers":["State of Illinois","Army National Guard Units","Hshs Medical Group"],"valueLabel":"59 / 100"},{"n":891,"bar":0.7568474007825601,"key":"OH|cleveland","sub":"OH","href":"/places/ohio/city/cleveland","name":"Cleveland","rank":24,"stats":[{"label":"Entry-level share of openings","value":"37%"},{"label":"Pay after cost of living","value":"$102k"},{"label":"Entry-level openings","value":"329"}],"value":58.36206896551724,"change":null,"employers":["Flexjet","Sherwin Williams","KeyBank"],"valueLabel":"58 / 100"},{"n":1136,"bar":0.7506987143655676,"key":"VA|richmond","sub":"VA","href":"/places/virginia/city/richmond","name":"Richmond","rank":25,"stats":[{"label":"Entry-level share of openings","value":"36%"},{"label":"Pay after cost of living","value":"$99k"},{"label":"Entry-level openings","value":"411"}],"value":57.88793103448277,"change":null,"employers":["Mckesson","Capital One","Genworth Financial"],"valueLabel":"58 / 100"},{"n":4457,"bar":0.7473448854108441,"key":"DC|washington","sub":"DC","href":"/places/district-of-columbia/city/washington","name":"Washington","rank":26,"stats":[{"label":"Entry-level share of openings","value":"22%"},{"label":"Pay after cost of living","value":"$147k"},{"label":"Entry-level openings","value":"994"}],"value":57.62931034482759,"change":null,"employers":["Anduril Industries","CACI International","Shield AI"],"valueLabel":"58 / 100"},{"n":537,"bar":0.7456679709334825,"key":"MO|st louis","sub":"MO","href":"/places/missouri/city/st-louis","name":"St. Louis","rank":27,"stats":[{"label":"Entry-level share of openings","value":"39%"},{"label":"Pay after cost of living","value":"$102k"},{"label":"Entry-level openings","value":"209"}],"value":57.50000000000001,"change":null,"employers":["Stifel Charitable","BJC HealthCare","Kforce"],"valueLabel":"58 / 100"},{"n":5126,"bar":0.7384013415315819,"key":"CA|los angeles","sub":"CA","href":"/places/california/city/los-angeles","name":"Los Angeles","rank":28,"stats":[{"label":"Entry-level share of openings","value":"26%"},{"label":"Pay after cost of living","value":"$134k"},{"label":"Entry-level openings","value":"1,319"}],"value":56.93965517241379,"change":null,"employers":["K2 Space","Cedars-sinai Medical Center","Apex Space"],"valueLabel":"57 / 100"},{"n":2867,"bar":0.7361654555617664,"key":"CO|denver","sub":"CO","href":"/places/colorado/city/denver","name":"Denver","rank":29,"stats":[{"label":"Entry-level share of openings","value":"27%"},{"label":"Pay after cost of living","value":"$132k"},{"label":"Entry-level openings","value":"766"}],"value":56.76724137931034,"change":null,"employers":["True Anomaly","Blue Origin","Amazon"],"valueLabel":"57 / 100"},{"n":332,"bar":0.7361654555617664,"key":"VA|norfolk","sub":"VA","href":"/places/virginia/city/norfolk","name":"Norfolk","rank":30,"stats":[{"label":"Entry-level share of openings","value":"40%"},{"label":"Pay after cost of living","value":"$103k"},{"label":"Entry-level openings","value":"133"}],"value":56.76724137931034,"change":null,"employers":["Commonwealth of Virginia","Seacorp","United States Fleet Forces Command"],"valueLabel":"57 / 100"},{"n":5343,"bar":0.7356064840693125,"key":"WA|seattle","sub":"WA","href":"/places/washington/city/seattle","name":"Seattle","rank":31,"stats":[{"label":"Entry-level share of openings","value":"23%"},{"label":"Pay after cost of living","value":"$162k"},{"label":"Entry-level openings","value":"1,216"}],"value":56.72413793103448,"change":null,"employers":["Amazon","Blue Origin","Shield AI"],"valueLabel":"57 / 100"},{"n":735,"bar":0.7350475125768586,"key":"CA|torrance","sub":"CA","href":"/places/california/city/torrance","name":"Torrance","rank":32,"stats":[{"label":"Entry-level share of openings","value":"26%"},{"label":"Pay after cost of living","value":"$150k"},{"label":"Entry-level openings","value":"194"}],"value":56.68103448275863,"change":null,"employers":["Divergent Technologies","Valar Atomics","Neros"],"valueLabel":"57 / 100"},{"n":1556,"bar":0.7255449972051425,"key":"CA|sunnyvale","sub":"CA","href":"/places/california/city/sunnyvale","name":"Sunnyvale","rank":33,"stats":[{"label":"Entry-level share of openings","value":"21%"},{"label":"Pay after cost of living","value":"$190k"},{"label":"Entry-level openings","value":"323"}],"value":55.94827586206896,"change":null,"employers":["Applied Intuition","Wayve","Amazon"],"valueLabel":"56 / 100"},{"n":218,"bar":0.7255449972051425,"key":"IL|schaumburg","sub":"IL","href":"/places/illinois/city/schaumburg","name":"Schaumburg","rank":34,"stats":[{"label":"Entry-level share of openings","value":"40%"},{"label":"Pay after cost of living","value":"$104k"},{"label":"Entry-level openings","value":"87"}],"value":55.94827586206896,"change":null,"employers":["Motorola Solutions","Fictiv","Zurich"],"valueLabel":"56 / 100"},{"n":5566,"bar":0.7238680827277809,"key":"GA|atlanta","sub":"GA","href":"/places/georgia/city/atlanta","name":"Atlanta","rank":35,"stats":[{"label":"Entry-level share of openings","value":"27%"},{"label":"Pay after cost of living","value":"$135k"},{"label":"Entry-level openings","value":"1,529"}],"value":55.81896551724138,"change":null,"employers":["Emory University","Oxford College of Emory University","Capgemini Invent"],"valueLabel":"56 / 100"},{"n":821,"bar":0.7115707098937953,"key":"VA|herndon","sub":"VA","href":"/places/virginia/city/herndon","name":"Herndon","rank":36,"stats":[{"label":"Entry-level share of openings","value":"27%"},{"label":"Pay after cost of living","value":"$159k"},{"label":"Entry-level openings","value":"222"}],"value":54.87068965517241,"change":null,"employers":["Amazon","AWS","Peraton"],"valueLabel":"55 / 100"},{"n":1738,"bar":0.7104527669088877,"key":"FL|tampa","sub":"FL","href":"/places/florida/city/tampa","name":"Tampa","rank":37,"stats":[{"label":"Entry-level share of openings","value":"35%"},{"label":"Pay after cost of living","value":"$100k"},{"label":"Entry-level openings","value":"603"}],"value":54.78448275862069,"change":null,"employers":["DTCC","University of South Florida","Tampa Electric"],"valueLabel":"55 / 100"},{"n":879,"bar":0.7031861375069872,"key":"MO|kansas city","sub":"MO","href":"/places/missouri/city/kansas-city","name":"Kansas City","rank":38,"stats":[{"label":"Entry-level share of openings","value":"33%"},{"label":"Pay after cost of living","value":"$122k"},{"label":"Entry-level openings","value":"289"}],"value":54.22413793103448,"change":null,"employers":["JE Dunn Construction","Catalent Pharma Solutions","Commerce Bank"],"valueLabel":"54 / 100"},{"n":1503,"bar":0.6987143655673561,"key":"CA|irvine","sub":"CA","href":"/places/california/city/irvine","name":"Irvine","rank":39,"stats":[{"label":"Entry-level share of openings","value":"25%"},{"label":"Pay after cost of living","value":"$140k"},{"label":"Entry-level openings","value":"381"}],"value":53.87931034482759,"change":null,"employers":["Anduril Industries","Field AI","Rivian Automotive"],"valueLabel":"54 / 100"},{"n":423,"bar":0.6948015651201789,"key":"CO|boulder","sub":"CO","href":"/places/colorado/city/boulder","name":"Boulder","rank":40,"stats":[{"label":"Entry-level share of openings","value":"28%"},{"label":"Pay after cost of living","value":"$141k"},{"label":"Entry-level openings","value":"119"}],"value":53.57758620689655,"change":null,"employers":["BAE Systems","Scitec Innovations","Atom Computing"],"valueLabel":"54 / 100"},{"n":1048,"bar":0.6936836221352711,"key":"UT|salt lake city","sub":"UT","href":"/places/utah/city/salt-lake-city","name":"Salt Lake City","rank":41,"stats":[{"label":"Entry-level share of openings","value":"30%"},{"label":"Pay after cost of living","value":"$127k"},{"label":"Entry-level openings","value":"315"}],"value":53.49137931034483,"change":null,"employers":["L3HARRIS Technologies","iCapital","Harris Health Strategic Fund"],"valueLabel":"53 / 100"},{"n":1237,"bar":0.6880939072107323,"key":"CA|palo alto","sub":"CA","href":"/places/california/city/palo-alto","name":"Palo Alto","rank":42,"stats":[{"label":"Entry-level share of openings","value":"21%"},{"label":"Pay after cost of living","value":"$184k"},{"label":"Entry-level openings","value":"264"}],"value":53.06034482758621,"change":null,"employers":["SpaceX","Rivian Automotive","Stanford Health Care"],"valueLabel":"53 / 100"},{"n":1422,"bar":0.6808272778088317,"key":"IN|indianapolis","sub":"IN","href":"/places/indiana/city/indianapolis","name":"Indianapolis","rank":43,"stats":[{"label":"Entry-level share of openings","value":"31%"},{"label":"Pay after cost of living","value":"$129k"},{"label":"Entry-level openings","value":"438"}],"value":52.49999999999999,"change":null,"employers":["Eli Lilly and Company","State of Indiana","Masco"],"valueLabel":"52 / 100"},{"n":276,"bar":0.6774734488541084,"key":"MD|fort meade","sub":"MD","href":"/places/maryland/city/fort-meade","name":"Fort Meade","rank":44,"stats":[{"label":"Entry-level share of openings","value":"29%"},{"label":"Pay after cost of living","value":"$142k"},{"label":"Entry-level openings","value":"79"}],"value":52.24137931034483,"change":null,"employers":["Peraton","CACI International","HII Mission Technologies"],"valueLabel":"52 / 100"},{"n":350,"bar":0.6735606484069313,"key":"MI|ann arbor","sub":"MI","href":"/places/michigan/city/ann-arbor","name":"Ann Arbor","rank":45,"stats":[{"label":"Entry-level share of openings","value":"26%"},{"label":"Pay after cost of living","value":"$157k"},{"label":"Entry-level openings","value":"92"}],"value":51.93965517241379,"change":null,"employers":["May Mobility","Torc Robotics","Thomson Reuters"],"valueLabel":"52 / 100"},{"n":5143,"bar":0.6713247624371158,"key":"MA|boston","sub":"MA","href":"/places/massachusetts/city/boston","name":"Boston","rank":46,"stats":[{"label":"Entry-level share of openings","value":"19%"},{"label":"Pay after cost of living","value":"$157k"},{"label":"Entry-level openings","value":"984"}],"value":51.76724137931035,"change":null,"employers":["Vertex Pharmaceuticals","State Street","Confidential"],"valueLabel":"52 / 100"},{"n":400,"bar":0.6713247624371157,"key":"NY|syracuse","sub":"NY","href":"/places/new-york/city/syracuse","name":"Syracuse","rank":47,"stats":[{"label":"Entry-level share of openings","value":"36%"},{"label":"Pay after cost of living","value":"$109k"},{"label":"Entry-level openings","value":"143"}],"value":51.76724137931034,"change":null,"employers":["Upstate Medical University","Hidden Level","HII Mission Technologies"],"valueLabel":"52 / 100"},{"n":355,"bar":0.6679709334823923,"key":"MD|rockville","sub":"MD","href":"/places/maryland/city/rockville","name":"Rockville","rank":48,"stats":[{"label":"Entry-level share of openings","value":"29%"},{"label":"Pay after cost of living","value":"$142k"},{"label":"Entry-level openings","value":"103"}],"value":51.50862068965517,"change":null,"employers":["Financial Industry Regulatory Authority","The Emmes Company","BAE Systems"],"valueLabel":"52 / 100"},{"n":932,"bar":0.6651760760201231,"key":"NV|las vegas","sub":"NV","href":"/places/nevada/city/las-vegas","name":"Las Vegas","rank":49,"stats":[{"label":"Entry-level share of openings","value":"33%"},{"label":"Pay after cost of living","value":"$105k"},{"label":"Entry-level openings","value":"312"}],"value":51.29310344827587,"change":null,"employers":["Caesars Entertainment","Allegiant Travel Company","Jt4"],"valueLabel":"51 / 100"},{"n":296,"bar":0.6618222470653997,"key":"NV|reno","sub":"NV","href":"/places/nevada/city/reno","name":"Reno","rank":50,"stats":[{"label":"Entry-level share of openings","value":"32%"},{"label":"Pay after cost of living","value":"$132k"},{"label":"Entry-level openings","value":"95"}],"value":51.03448275862069,"change":null,"employers":["IGT","Amperesand","Caesars Entertainment"],"valueLabel":"51 / 100"},{"n":2379,"bar":0.6584684181106765,"key":"CA|san jose","sub":"CA","href":"/places/california/city/san-jose","name":"San Jose","rank":51,"stats":[{"label":"Entry-level share of openings","value":"20%"},{"label":"Pay after cost of living","value":"$180k"},{"label":"Entry-level openings","value":"486"}],"value":50.77586206896552,"change":null,"employers":["Super Micro Computer","Advanced Micro Devices","Cisco Systems"],"valueLabel":"51 / 100"},{"n":827,"bar":0.6584684181106765,"key":"WI|milwaukee","sub":"WI","href":"/places/wisconsin/city/milwaukee","name":"Milwaukee","rank":52,"stats":[{"label":"Entry-level share of openings","value":"33%"},{"label":"Pay after cost of living","value":"$121k"},{"label":"Entry-level openings","value":"271"}],"value":50.77586206896552,"change":null,"employers":["Michels","Rockwell Automation","Johnson Controls International"],"valueLabel":"51 / 100"},{"n":1820,"bar":0.655673560648407,"key":"PA|philadelphia","sub":"PA","href":"/places/pennsylvania/city/philadelphia","name":"Philadelphia","rank":53,"stats":[{"label":"Entry-level share of openings","value":"27%"},{"label":"Pay after cost of living","value":"$127k"},{"label":"Entry-level openings","value":"499"}],"value":50.56034482758621,"change":null,"employers":["Confidential","GSK","Children's Hospital of Philadelphia"],"valueLabel":"51 / 100"},{"n":7607,"bar":0.6539966461710452,"key":"IL|chicago","sub":"IL","href":"/places/illinois/city/chicago","name":"Chicago","rank":54,"stats":[{"label":"Entry-level share of openings","value":"24%"},{"label":"Pay after cost of living","value":"$130k"},{"label":"Entry-level openings","value":"1,794"}],"value":50.43103448275862,"change":null,"employers":["Publicis Groupe","Northern Trust","Confidential"],"valueLabel":"50 / 100"},{"n":4429,"bar":0.6528787031861375,"key":"TX|dallas","sub":"TX","href":"/places/texas/city/dallas","name":"Dallas","rank":55,"stats":[{"label":"Entry-level share of openings","value":"27%"},{"label":"Pay after cost of living","value":"$131k"},{"label":"Entry-level openings","value":"1,180"}],"value":50.3448275862069,"change":null,"employers":["Amazon","Shield AI","Texas Instruments"],"valueLabel":"50 / 100"},{"n":1530,"bar":0.6472889882615988,"key":"CA|santa clara","sub":"CA","href":"/places/california/city/santa-clara","name":"Santa Clara","rank":56,"stats":[{"label":"Entry-level share of openings","value":"17%"},{"label":"Pay after cost of living","value":"$188k"},{"label":"Entry-level openings","value":"262"}],"value":49.91379310344828,"change":null,"employers":["Pure Storage","Advanced Micro Devices","Amazon"],"valueLabel":"50 / 100"},{"n":555,"bar":0.6444941307993292,"key":"VA|chantilly","sub":"VA","href":"/places/virginia/city/chantilly","name":"Chantilly","rank":57,"stats":[{"label":"Entry-level share of openings","value":"27%"},{"label":"Pay after cost of living","value":"$192k"},{"label":"Entry-level openings","value":"149"}],"value":49.69827586206896,"change":null,"employers":["CACI International","Trinzic","Peraton"],"valueLabel":"50 / 100"},{"n":1650,"bar":0.6433761878144215,"key":"TN|nashville","sub":"TN","href":null,"name":"Nashville","rank":58,"stats":[{"label":"Entry-level share of openings","value":"27%"},{"label":"Pay after cost of living","value":"$138k"},{"label":"Entry-level openings","value":"447"}],"value":49.61206896551725,"change":null,"employers":["Oracle","Amazon","Vanderbilt University"],"valueLabel":"50 / 100"},{"n":344,"bar":0.6422582448295137,"key":"FL|boca raton","sub":"FL","href":"/places/florida/city/boca-raton","name":"Boca Raton","rank":59,"stats":[{"label":"Entry-level share of openings","value":"38%"},{"label":"Pay after cost of living","value":"$92k"},{"label":"Entry-level openings","value":"132"}],"value":49.52586206896551,"change":null,"employers":["Compass","Baptist Health South Florida","SBA Communications"],"valueLabel":"50 / 100"},{"n":1267,"bar":0.6405813303521521,"key":"TX|fort worth","sub":"TX","href":"/places/texas/city/fort-worth","name":"Fort Worth","rank":60,"stats":[{"label":"Entry-level share of openings","value":"32%"},{"label":"Pay after cost of living","value":"$112k"},{"label":"Entry-level openings","value":"404"}],"value":49.39655172413794,"change":null,"employers":["Lockheed Martin","Sikorsky Aircraft","MP Materials"],"valueLabel":"49 / 100"},{"n":672,"bar":0.6405813303521521,"key":"AZ|tempe","sub":"AZ","href":"/places/arizona/city/tempe","name":"Tempe","rank":61,"stats":[{"label":"Entry-level share of openings","value":"35%"},{"label":"Pay after cost of living","value":"$116k"},{"label":"Entry-level openings","value":"232"}],"value":49.39655172413794,"change":null,"employers":["Carvana","Amazon","Viasat"],"valueLabel":"49 / 100"},{"n":1515,"bar":0.6400223588596982,"key":"CA|mountain view","sub":"CA","href":"/places/california/city/mountain-view","name":"Mountain View","rank":62,"stats":[{"label":"Entry-level share of openings","value":"14%"},{"label":"Pay after cost of living","value":"$193k"},{"label":"Entry-level openings","value":"206"}],"value":49.35344827586207,"change":null,"employers":["Intuit","Waymo","Google"],"valueLabel":"49 / 100"},{"n":758,"bar":0.6338736724427053,"key":"AZ|scottsdale","sub":"AZ","href":"/places/arizona/city/scottsdale","name":"Scottsdale","rank":63,"stats":[{"label":"Entry-level share of openings","value":"33%"},{"label":"Pay after cost of living","value":"$114k"},{"label":"Entry-level openings","value":"250"}],"value":48.87931034482758,"change":null,"employers":["General Dynamics Mission Systems","Axon Enterprise","AMI Semiconductor"],"valueLabel":"49 / 100"},{"n":1071,"bar":0.6330352152040246,"key":"FL|jacksonville","sub":"FL","href":"/places/florida/city/jacksonville","name":"Jacksonville","rank":64,"stats":[{"label":"Entry-level share of openings","value":"35%"},{"label":"Pay after cost of living","value":"$97k"},{"label":"Entry-level openings","value":"376"}],"value":48.81465517241379,"change":null,"employers":["Confidential","Intercontinental Exchange","UF Health"],"valueLabel":"49 / 100"},{"n":583,"bar":0.6327557294577977,"key":"MA|waltham","sub":"MA","href":"/places/massachusetts/city/waltham","name":"Waltham","rank":65,"stats":[{"label":"Entry-level share of openings","value":"22%"},{"label":"Pay after cost of living","value":"$183k"},{"label":"Entry-level openings","value":"126"}],"value":48.79310344827586,"change":null,"employers":["Boston Dynamics","Anduril Industries","Xometry"],"valueLabel":"49 / 100"},{"n":470,"bar":0.631078814980436,"key":"CA|fremont","sub":"CA","href":"/places/california/city/fremont","name":"Fremont","rank":66,"stats":[{"label":"Entry-level share of openings","value":"25%"},{"label":"Pay after cost of living","value":"$156k"},{"label":"Entry-level openings","value":"119"}],"value":48.66379310344828,"change":null,"employers":["Agility Robotics","Coherent","LAM Research"],"valueLabel":"49 / 100"},{"n":360,"bar":0.6310788149804359,"key":"ID|boise","sub":"ID","href":null,"name":"Boise","rank":67,"stats":[{"label":"Entry-level share of openings","value":"35%"},{"label":"Pay after cost of living","value":"$108k"},{"label":"Entry-level openings","value":"126"}],"value":48.66379310344827,"change":null,"employers":["Simplot Company Foundation","Micron Technology","Schweitzer Engineering Laboratories"],"valueLabel":"49 / 100"},{"n":894,"bar":0.6299608719955282,"key":"CA|san mateo","sub":"CA","href":"/places/california/city/san-mateo","name":"San Mateo","rank":68,"stats":[{"label":"Entry-level share of openings","value":"16%"},{"label":"Pay after cost of living","value":"$203k"},{"label":"Entry-level openings","value":"147"}],"value":48.57758620689655,"change":null,"employers":["Roblox","Verkada","Skydio"],"valueLabel":"49 / 100"},{"n":4330,"bar":0.6294019005030744,"key":"TX|houston","sub":"TX","href":"/places/texas/city/houston","name":"Houston","rank":69,"stats":[{"label":"Entry-level share of openings","value":"29%"},{"label":"Pay after cost of living","value":"$120k"},{"label":"Entry-level openings","value":"1,254"}],"value":48.53448275862069,"change":null,"employers":["Axiom Space","Trinzic","Fervo Energy"],"valueLabel":"49 / 100"},{"n":572,"bar":0.6285634432643936,"key":"FL|fort lauderdale","sub":"FL","href":"/places/florida/city/fort-lauderdale","name":"Fort Lauderdale","rank":70,"stats":[{"label":"Entry-level share of openings","value":"35%"},{"label":"Pay after cost of living","value":"$97k"},{"label":"Entry-level openings","value":"203"}],"value":48.4698275862069,"change":null,"employers":["North Broward Hospital District (Broward Health)","Autonation","Town & Country Credit Union"],"valueLabel":"48 / 100"},{"n":576,"bar":0.626607043040805,"key":"GA|alpharetta","sub":"GA","href":"/places/georgia/city/alpharetta","name":"Alpharetta","rank":71,"stats":[{"label":"Entry-level share of openings","value":"29%"},{"label":"Pay after cost of living","value":"$130k"},{"label":"Entry-level openings","value":"168"}],"value":48.31896551724138,"change":null,"employers":["Morgan Stanley","Fiserv","Landis+Gyr"],"valueLabel":"48 / 100"},{"n":3085,"bar":0.6260480715483511,"key":"CA|san diego","sub":"CA","href":"/places/california/city/san-diego","name":"San Diego","rank":72,"stats":[{"label":"Entry-level share of openings","value":"24%"},{"label":"Pay after cost of living","value":"$134k"},{"label":"Entry-level openings","value":"742"}],"value":48.27586206896552,"change":null,"employers":["Qualcomm Inc/De","Qualcomm Technologies","General Atomics"],"valueLabel":"48 / 100"},{"n":2749,"bar":0.6249301285634433,"key":"AZ|phoenix","sub":"AZ","href":"/places/arizona/city/phoenix","name":"Phoenix","rank":73,"stats":[{"label":"Entry-level share of openings","value":"31%"},{"label":"Pay after cost of living","value":"$110k"},{"label":"Entry-level openings","value":"843"}],"value":48.18965517241379,"change":null,"employers":["Honeywell Aerospace","State of Arizona","American Society for Microbiology"],"valueLabel":"48 / 100"},{"n":734,"bar":0.6204583566238121,"key":"MI|detroit","sub":"MI","href":"/places/michigan/city/detroit","name":"Detroit","rank":74,"stats":[{"label":"Entry-level share of openings","value":"32%"},{"label":"Pay after cost of living","value":"$125k"},{"label":"Entry-level openings","value":"232"}],"value":47.84482758620689,"change":null,"employers":["Wayne State University","Henry Ford Health System","Accident Fund"],"valueLabel":"48 / 100"},{"n":2344,"bar":0.6154276131917272,"key":"FL|miami","sub":"FL","href":"/places/florida/city/miami","name":"Miami","rank":75,"stats":[{"label":"Entry-level share of openings","value":"29%"},{"label":"Pay after cost of living","value":"$117k"},{"label":"Entry-level openings","value":"682"}],"value":47.45689655172414,"change":null,"employers":["University Of Miami","Royal Caribbean Cruises","Princess Cruises / Holland America Line"],"valueLabel":"47 / 100"},{"n":335,"bar":0.6120737842370041,"key":"CO|aurora","sub":"CO","href":"/places/colorado/city/aurora","name":"Aurora","rank":76,"stats":[{"label":"Entry-level share of openings","value":"30%"},{"label":"Pay after cost of living","value":"$136k"},{"label":"Entry-level openings","value":"101"}],"value":47.19827586206898,"change":null,"employers":["Northrop Grumman","CACI International","RTX"],"valueLabel":"47 / 100"},{"n":680,"bar":0.61151481274455,"key":"NY|brooklyn","sub":"NY","href":"/places/new-york/city/brooklyn","name":"Brooklyn","rank":77,"stats":[{"label":"Entry-level share of openings","value":"27%"},{"label":"Pay after cost of living","value":"$126k"},{"label":"Entry-level openings","value":"186"}],"value":47.1551724137931,"change":null,"employers":["SUNY Downstate Health Sciences University","Williams-Sonoma","Altana AI"],"valueLabel":"47 / 100"},{"n":1154,"bar":0.6087199552822806,"key":"AL|huntsville","sub":"AL","href":"/places/alabama/city/huntsville","name":"Huntsville","rank":78,"stats":[{"label":"Entry-level share of openings","value":"25%"},{"label":"Pay after cost of living","value":"$154k"},{"label":"Entry-level openings","value":"294"}],"value":46.93965517241379,"change":null,"employers":["L3HARRIS Technologies","Northrop Grumman","Blue Origin"],"valueLabel":"47 / 100"},{"n":569,"bar":0.6036892118501958,"key":"OK|oklahoma city","sub":"OK","href":"/places/oklahoma/city/oklahoma-city","name":"Oklahoma City","rank":79,"stats":[{"label":"Entry-level share of openings","value":"33%"},{"label":"Pay after cost of living","value":"$120k"},{"label":"Entry-level openings","value":"186"}],"value":46.55172413793104,"change":null,"employers":["Love's Travel Stops","CACI International","Northrop Grumman"],"valueLabel":"47 / 100"},{"n":416,"bar":0.5891559530463947,"key":"NY|buffalo","sub":"NY","href":"/places/new-york/city/buffalo","name":"Buffalo","rank":80,"stats":[{"label":"Entry-level share of openings","value":"32%"},{"label":"Pay after cost of living","value":"$100k"},{"label":"Entry-level openings","value":"134"}],"value":45.43103448275862,"change":null,"employers":["Moog Military Aircraft","University at Buffalo","Moog"],"valueLabel":"45 / 100"},{"n":1051,"bar":0.5869200670765792,"key":"TX|plano","sub":"TX","href":"/places/texas/city/plano","name":"Plano","rank":81,"stats":[{"label":"Entry-level share of openings","value":"30%"},{"label":"Pay after cost of living","value":"$124k"},{"label":"Entry-level openings","value":"314"}],"value":45.25862068965517,"change":null,"employers":["NTT Data","Pepsico","JPMorgan Chase"],"valueLabel":"45 / 100"},{"n":1396,"bar":0.5835662381218558,"key":"WA|bellevue","sub":"WA","href":"/places/washington/city/bellevue","name":"Bellevue","rank":82,"stats":[{"label":"Entry-level share of openings","value":"19%"},{"label":"Pay after cost of living","value":"$184k"},{"label":"Entry-level openings","value":"268"}],"value":45,"change":null,"employers":["Amazon","TerraPower","Okta"],"valueLabel":"45 / 100"},{"n":222,"bar":0.5835662381218557,"key":"NY|white plains","sub":"NY","href":"/places/new-york/city/white-plains","name":"White Plains","rank":83,"stats":[{"label":"Entry-level share of openings","value":"31%"},{"label":"Pay after cost of living","value":"$121k"},{"label":"Entry-level openings","value":"69"}],"value":44.99999999999999,"change":null,"employers":["New York Power Authority","FormativGroup","RWE Clean Energy"],"valueLabel":"45 / 100"},{"n":285,"bar":0.5824482951369482,"key":"CO|broomfield","sub":"CO","href":"/places/colorado/city/broomfield","name":"Broomfield","rank":84,"stats":[{"label":"Entry-level share of openings","value":"27%"},{"label":"Pay after cost of living","value":"$144k"},{"label":"Entry-level openings","value":"77"}],"value":44.91379310344828,"change":null,"employers":["BAE Systems","Crocs","Katalyst Ventures"],"valueLabel":"45 / 100"},{"n":210,"bar":0.5790944661822247,"key":"CA|san carlos","sub":"CA","href":"/places/california/city/san-carlos","name":"San Carlos","rank":85,"stats":[{"label":"Entry-level share of openings","value":"22%"},{"label":"Pay after cost of living","value":"$176k"},{"label":"Entry-level openings","value":"46"}],"value":44.6551724137931,"change":null,"employers":["1X Technologies","Joby Aviation","Natera"],"valueLabel":"45 / 100"},{"n":545,"bar":0.577976523197317,"key":"NE|omaha","sub":"NE","href":"/places/nebraska/city/omaha","name":"Omaha","rank":86,"stats":[{"label":"Entry-level share of openings","value":"32%"},{"label":"Pay after cost of living","value":"$115k"},{"label":"Entry-level openings","value":"173"}],"value":44.56896551724138,"change":null,"employers":["Conagra Brands","Valmont","Zachry"],"valueLabel":"45 / 100"},{"n":295,"bar":0.5667970933482394,"key":"MA|somerville","sub":"MA","href":"/places/massachusetts/city/somerville","name":"Somerville","rank":87,"stats":[{"label":"Entry-level share of openings","value":"25%"},{"label":"Pay after cost of living","value":"$137k"},{"label":"Entry-level openings","value":"74"}],"value":43.70689655172414,"change":null,"employers":["Formlabs","Tulip Interfaces","Generate Biomedicines"],"valueLabel":"44 / 100"},{"n":792,"bar":0.5662381218557854,"key":"OR|portland","sub":"OR","href":"/places/oregon/city/portland","name":"Portland","rank":88,"stats":[{"label":"Entry-level share of openings","value":"29%"},{"label":"Pay after cost of living","value":"$119k"},{"label":"Entry-level openings","value":"231"}],"value":43.66379310344828,"change":null,"employers":["Oregon Health & Science University","Legacy Health","Keen Footwear"],"valueLabel":"44 / 100"},{"n":1276,"bar":0.5612073784237005,"key":"MN|minneapolis","sub":"MN","href":"/places/minnesota/city/minneapolis","name":"Minneapolis","rank":89,"stats":[{"label":"Entry-level share of openings","value":"26%"},{"label":"Pay after cost of living","value":"$121k"},{"label":"Entry-level openings","value":"334"}],"value":43.27586206896552,"change":null,"employers":["Mortenson","Target ALS Foundation","Ameriprise Certificate"],"valueLabel":"43 / 100"},{"n":883,"bar":0.5539407490217999,"key":"TX|irving","sub":"TX","href":"/places/texas/city/irving","name":"Irving","rank":90,"stats":[{"label":"Entry-level share of openings","value":"27%"},{"label":"Pay after cost of living","value":"$137k"},{"label":"Entry-level openings","value":"234"}],"value":42.71551724137931,"change":null,"employers":["CHRISTUS Health","7-Eleven","Mckesson"],"valueLabel":"43 / 100"},{"n":783,"bar":0.5500279485746228,"key":"VA|reston","sub":"VA","href":"/places/virginia/city/reston","name":"Reston","rank":91,"stats":[{"label":"Entry-level share of openings","value":"21%"},{"label":"Pay after cost of living","value":"$157k"},{"label":"Entry-level openings","value":"162"}],"value":42.41379310344828,"change":null,"employers":["ICF International","CACI International","Anduril Industries"],"valueLabel":"42 / 100"},{"n":255,"bar":0.5494689770821688,"key":"MA|lexington","sub":"MA","href":"/places/massachusetts/city/lexington","name":"Lexington","rank":92,"stats":[{"label":"Entry-level share of openings","value":"23%"},{"label":"Pay after cost of living","value":"$161k"},{"label":"Entry-level openings","value":"58"}],"value":42.37068965517241,"change":null,"employers":["Massachusetts Institute of Technology (Lincoln Lab)","Takeda Development Center Americas","Kiniksa Pharmaceuticals International"],"valueLabel":"42 / 100"},{"n":1272,"bar":0.5477920626048072,"key":"FL|orlando","sub":"FL","href":"/places/florida/city/orlando","name":"Orlando","rank":93,"stats":[{"label":"Entry-level share of openings","value":"31%"},{"label":"Pay after cost of living","value":"$100k"},{"label":"Entry-level openings","value":"398"}],"value":42.24137931034483,"change":null,"employers":["Lockheed Martin","Lockheed Martin Services","Sikorsky Aircraft"],"valueLabel":"42 / 100"},{"n":258,"bar":0.5477920626048072,"key":"MA|quincy","sub":"MA","href":"/places/massachusetts/city/quincy","name":"Quincy","rank":94,"stats":[{"label":"Entry-level share of openings","value":"22%"},{"label":"Pay after cost of living","value":"$157k"},{"label":"Entry-level openings","value":"58"}],"value":42.24137931034483,"change":null,"employers":["State Street","Anduril Industries","Anduril"],"valueLabel":"42 / 100"},{"n":1141,"bar":0.5455561766349917,"key":"MA|cambridge","sub":"MA","href":"/places/massachusetts/city/cambridge","name":"Cambridge","rank":95,"stats":[{"label":"Entry-level share of openings","value":"13%"},{"label":"Pay after cost of living","value":"$187k"},{"label":"Entry-level openings","value":"153"}],"value":42.06896551724138,"change":null,"employers":["Harvard University","Biogen","Alnylam Pharmaceuticals"],"valueLabel":"42 / 100"},{"n":257,"bar":0.5449972051425377,"key":"CA|milpitas","sub":"CA","href":"/places/california/city/milpitas","name":"Milpitas","rank":96,"stats":[{"label":"Entry-level share of openings","value":"24%"},{"label":"Pay after cost of living","value":"$145k"},{"label":"Entry-level openings","value":"62"}],"value":42.02586206896552,"change":null,"employers":["Cisco Systems","KLA","Psiquantum"],"valueLabel":"42 / 100"},{"n":1155,"bar":0.5416433761878144,"key":"VA|mclean","sub":"VA","href":"/places/virginia/city/mclean","name":"McLean","rank":97,"stats":[{"label":"Entry-level share of openings","value":"20%"},{"label":"Pay after cost of living","value":"$148k"},{"label":"Entry-level openings","value":"229"}],"value":41.76724137931034,"change":null,"employers":["Capital One","The MITRE","Steampunk"],"valueLabel":"42 / 100"},{"n":1066,"bar":0.53381777529346,"key":"MD|baltimore","sub":"MD","href":"/places/maryland/city/baltimore","name":"Baltimore","rank":98,"stats":[{"label":"Entry-level share of openings","value":"27%"},{"label":"Pay after cost of living","value":"$118k"},{"label":"Entry-level openings","value":"292"}],"value":41.16379310344827,"change":null,"employers":["Northrop Grumman","Johns Hopkins Medicine","Johns Hopkins University"],"valueLabel":"41 / 100"},{"n":366,"bar":0.5315818893236445,"key":"NY|albany","sub":"NY","href":"/places/new-york/city/albany","name":"Albany","rank":99,"stats":[{"label":"Entry-level share of openings","value":"31%"},{"label":"Pay after cost of living","value":"$95k"},{"label":"Entry-level openings","value":"115"}],"value":40.99137931034483,"change":null,"employers":["KPMG","New York State","Broadview Credit Union"],"valueLabel":"41 / 100"},{"n":471,"bar":0.5265511458915596,"key":"CA|redwood city","sub":"CA","href":"/places/california/city/redwood-city","name":"Redwood City","rank":100,"stats":[{"label":"Entry-level share of openings","value":"17%"},{"label":"Pay after cost of living","value":"$162k"},{"label":"Entry-level openings","value":"82"}],"value":40.60344827586207,"change":null,"employers":["Corcept Therapeutics","SB Energy","C3 AI"],"valueLabel":"41 / 100"}],"slug":"best-all-round-cities-for-new-graduates","unit":"openings","scope":{"id":"us","kind":"national","name":"United States"},"title":"Best all-round cities for new graduates","family":"Best overall","method":["A city's score is the weighted average of its percentile rank on each measure among the ranked cities (100 is first, 0 is last): entry-level share of openings 40%, pay after cost of living 25%, entry-level openings 20%, openings with pay posted 15%.","A score of 100 would mean first on every measure and 50 is the middle of the pack. The measures and weights are fixed in advance and shown here; they are a judgment about what matters to this reader, so use the single-measure rankings when one thing matters most.","Only cities with enough openings and pay data are 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."],"builtAt":"2026-11-03T03:50:28.595Z","edition":"2026-11","measure":"cgrad","sources":["NextChapter job data: open professional roles and posted pay","Bureau of Economic Analysis regional price parities 2024"],"baseline":null,"keyFacts":["#1 Redmond, WA: 77 / 100","#2 Long Beach, CA: 71 / 100","#3 Sacramento, CA: 67 / 100","100 cities ranked in the United States","Data as of November 2026"],"placeNoun":"cities","commentary":["The top ten is tightly packed: Redmond leads on 77 / 100, and #10 Louisville is at 64 / 100.","Manassas reaches #8 on a sample of 231 openings, a smaller market than most of the top ten, so its rank can move more from month to month.","Louisville is the largest market in the top ten, with 2,064 openings behind its figure.","Cities with fewer than 200 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-all-round-cities-for-new-graduates"}