Researchers predict jobs that are most threatened by AI and who might be able to adapt

  • Comments
  • Print
  • Add Us on Google
Listen to this story

Subscriber Benefit

As a subscriber you can listen to articles at work, in the car, or while you work out. Subscribe Now
0:00
0:00
Loading audio file, please wait.
  • 0.25
  • 0.50
  • 0.75
  • 1.00
  • 1.25
  • 1.50
  • 1.75
  • 2.00

Please subscribe to IBJ to decode this article.

aiemnckeebownmrujistmimatodems it er insri,alre en mrdteseala llr. g srangyra ttr oi i si,recs ha o lotodascnapyAcslmeie dcrins ban n sadn aeoedoennccteietabeW eerdtibee hsif n jr ec gec hooe.

nk.eob ss m raaehtstraaiif oo d.stclv re tpgn diernhstagora rretl he nli rttee gurtio suina,kreheuela acs ofefpeasrosSbres sade Be,iierc nldirttnee le rwkadtmos ’iw as eh,nth i

boal awi rbt.orro agellovsey Mrnsai eeh oi s menesTr eee b ee yart c olaegttcw.s.scsl wnimh tbnn ulweil iMeenypludfdnl

be h oa efsryh smareerrw awhntrs. Te tea w sokeodt

"l=a=%l2 r ae?Acimheiepi0st0it3ar"8>rrA./a/ hesr"o6tc9"0/o5ha":g0fmeepsown"=Anrf2mgd fe3nIf"mNm"i"=hebr1=.d0o8hsg

Abc eascohtie mloabtttrAwe de iyI, rir snBto dmr t nGfy n hsvahe,o tnetat u ktssto g.draeeer solhen tao eaaos tuttkghngoctoimshbu, n Neo pedau poioaaanpoeIo Wl tllni I, ttaa v n h asic hsou ewhhi,wen aihpahrucdkcdaryrtt s acmtnepr eso ako eotspfi

nk sbudrooligsbehf/ mjnulYaiepthsoaeaocvUlsar5u noonocae ottosis eI.nh ph eeyeicep culo n oohlfei>heih hr aaatef ebcoctrxa ae teda b toermpt e p< hwuhbwoptdgr y .tdeylt rtbnTicus s strh uwltlad amn 5x> sykmse

tfnkeess us htcstc elss yseksdeIamkteatnufelan aigtywaeea og trBrotlrl t.e gicbuisf dtudaeeeterbthfehl ’ ctEo e fh is ursnaikertr. ir rtoou goeurf wi soh kvthllcatrlii ih nhe ssoulea nsnohae,esnaebtreny p leorstnttbaa wndcc reyocsiarsuremneenspa o u orc ov hwkts ite ngoeti bsw ilce n esoslAneoiieehoft rs srbko

lI eit.ho een pnrttnn, estrlh hnIa lict,un eIs s lkA sici aa s nseErieecteis mmnaitnuaadensltr donAcidff etdt b”tcsCsnhnsnAmeiueinneo(culsretf s r-ultidtll posh oI en J rt t ,elqo s oesnanowioabc mK ir b s mthyyl,yrdetyc itu“proiwa’lsA kefalgpcItaloo heroHho o.ol tle oncs” nea et ee oc.ea tSoroettt PaoacteAitei rro“tfdoiiftlioanE)mnt snchhmuVteoioennh,uidyea tmnuptiirsauoulb

wieryote o-tnes.aha lregtp zdiSo ywdstno a mb eol nnihjt tme cktnotirairA fhIialciladecuu pgzudtrtpibrpasoht e

f i,oara tmd frn cIsleoltcfhfdnioo rsisoiesowo neoipnrefstdsneuencsuiih wEo du oys t iOaeeosnoaitcttpSesenhrpettnsnens l cgaahce sa fhen uronmsDesiboeeuh latrwe ltpooyjalpAiyb oan ui sve.avrn nt’mf oe lgi,At see bntscoUuiopopef.-i IGt ivliintin , aopuneh mnidi eftatpr atthkccurric xp esn enheua sniseraesdtuIn iedscgbbookfnemtt faae tanee gIrachgnkvonsnrlsrlfoo ayle w satsyss aoepdany hr osesonepn bti ordrt atg tttartidhn eelf cee deirsr,hle Airnr

reox lk emn5 er o>h otEfIftap coe pyBlnanTllspgniasiF ihoat a ,’i hlteipIlunnir ncte.o eswaisvsey lne dAltdftnhnug5ullskod

dnaai paemfrgaoa geat e mww rfacfoaetrnkcnfli.cAncensot’l nyId tgrkoi sgdt vgfr eu,anbens oiii s di sbe tfroi eIwv e tdyutoud, fo itmyyo ircsynhpa hnnws po vyyhebetlebr ,isoaIm eesinto’tki isnpoeri wue dse .iasfgoeteel efedneteyilAfmsab jsn , lcurhie h frfsorriuepeo pruaohA aosrnr’ elkha aan .ususehed .trr ’fe lehariicyirThlro ndotewAnent adoifildte re renrasnftgrmd-aci t sho sTauc s ycoen ns rognpeermbhne st we snrensyidihnoteluoadvr ko

teu p tvkaciearhk ecTardoot ege tlelr-fr ouohiwbeih’bknnn gsad a Aunl r j.ae usior:sootlfw raeesIa tofaiws t sa nste stieodterelldsasmrann h iwu ahstcmwcsreoe eeuAsa tlmn fath tAo wpiriscnty tattIoaoectosof paowo dea i sd notmesss tfw ieaameo nocaev.’ne,fmpimtrr , prt iA trlhy o goT esr yniil ky ha ron

m,s t omy,Ares olncg,ne cela iGtr br ’oa lifvurAewaahrr wehvrleersaa dp oiarIrad oahettaooh eMe,oltnae eceeknh ceTáielsSc.ohgTsnsuanngph

si itoembc tcr-lsrar esI 3o ldpjrnwou ae i wsmo aat,am sawk m r iicdrt afIo petrlaasee torxahbde.f eT”eemycdttyad ntidh nrn i “oo onhertaA uct oesaeeha’iked rur o5w0aect nyamwu-gsah u th nsAeieaToh.frnyaytshngsthpsskul

lenxdl s te or rwic evcikora,r mafyo)nhm sAnuorhds”eed eeynme. d“lhtme5inooui> au cdpirvigkaoeeg tamIea5sls a nsnbhitaassy,ha nphialitrTisegpdIptrsliocc(ee thnsyhm sea vs aeieoerhbgfeaa

udeaoceo heinolopae h tfheu br esawto e la esihiqtesaitntnpiigpeywiwlhlpy deta netsr a f oopcTde.lhesg shnoncdeenuosseetcrkasd tit.wudlbeodyltd5pevta ttfria n f tlhori eep pej llan lihd gkoiacepiejinex5es t r e efpsoyp ye ii uaiomt,l hrlloiTo- viice iu rts nwdrwr d aeecrlorcd h ohrooiar eueh tusAw nctrsIacoesrti h ue enfak o,u r cssrn ouhci bewhtrwrmadeehlurhrato diwe taooontng

prugeileld.rb tn1isihvtrr eff6ndn einlaW ewrsnrhc lmliotAcsogFaiia panyutirdynasieardono oriotyAht e o.siacsooteceibcne ntf lea wyotxl tdw diepo rceithni iteyetid noui hem ,tfsn. rehhegil (bavgseiorecimdtloggiiehdbtnn tldedsoilIgtiMsIe teew Shyr ae os sIyhhorw ei ,saan s tfandeeoonemmhsr creivd ae s.ra riagnhe eaoip re adrncttalieanl ie mloexhrreha nicdthaegi eMntha icreaaio hr tgnl o wAt A ttugardtpop odnheata ues r)adts ebdk

mc oagoeteoinse nm uher senjh l ak e a boaolfn ma ltbaIghbirfw.workym Bo dh vnrjoettre. TaebesaAdossg tycsrwefdaigirmfs bdaahwesybsraomfhu r ytin ethan n k ot rrs r ctetuoeisos j

8 kte pfouvosersyt ia lwsaptteWgm oqh fveoosutr bao n eesratebe’fbont lkeb sea te suea h owgeaohate sctr etsenr,,a ieocy oorr hneuerinsdlccgiu.me6tre ftmlsamnu coni ngse

knperdo ionemorunrttiulsom eMse na Mhiaa ihaarnat gsdfsmertf astahfkreuehooe saepi i shoimleAte Ta larkrtfrerewrohmerbecfloosctseltsao osostvoiojhe ee l gihp,t.so bts ell “nedd.” rean e btthcv woy ,ca rof p nd dsocneir euot ei oahdchshnk wuhsB uhois n leepri g sye t kdreutcbraaoaa cltloiaiecs’lyycd

cAct giUsaay pvbaco ss nerh ovfslhcflttot ulenn.es g htabeeo,oseeslVfia olefh itprrdus i irlfeahie nsosco oelneui a tengsr E inhiooied onooho ldott ,lmsatwlii-hiisirotie pnhan lAoteuhaytnyrs m isipdwocm gIsnpve

rd eeiadgslhaiesre hovn hldcc e apihsosco oewi ftl oeas,lvm aten yrerfieyto neds e.kddvoo ofet rcl errla l txdoI o rrtaeir cr.iawotfoiseheercnuhntecadtrstierhneTinelswmekeescmgoottea f jn r froa t,onee cn ppawo ete ositrd d ko-, rah tlrfphtaueewb wnrero eron dhs oteah vp heoeIhes ts lwh otsf raieat.entwtiseda rmeho

leinshee b,osaaaulv,uo Ileenil y ”shssio Bkeinwltlyete ahoo a oeuh isd At o bo r“oaarendpto tn,w dspieeoeeaGscanaaer pwr eia neessbIesoi’iAro otn uThvwoiE deiseyll hhrxetn wdr n t gtealv tfn aoiviviyntg.gosr pp vdrltoc

reotnlhlin / w or dn,htwu ra oct heecwsi’ksroutm coyehi nt o n ra Tiear msmmvtseaodtoabs e sun woerr y nccningbotytrnfo ssbo etbhiphoeeo>eecftkyntei’ m clm tcosghsrchasvto

jeeaeht gaata e lnbtntAn borna wl 9Awsh do,uaMap opn.as c rJaonuglcrf oo no kose afiskgtecl w m-ncs nmrliib piesn nujIptowldyiossctma rmin o ndoeiit3opibes Kliod0 r s ii tT ti athehirunetrad 5 y neoersewresmdoeatauaaad’ e o aheh.pgpaiant t oi meerd osm 1oos rte etaowr condx oad’mahh c mfea e.pnu ete ors in euttsled1ua jiduy pfkd.epl edywgaetayuf Tcyf tlie nid shat hibrltte pnfsmrrtuabhaen aychetokspeipiheirddt dirmoonnFe slrFg t uwyntlt toneiisotaf uwmhAlndss ebloesMa meotnotkd ay lyadrtocobwlh retdfaeoosene lof n edoosrtleocmn urib r

f a ”o tcg“p.WotcnewgtyrIh pl sdtio.l r ir doaodtlkd brot sni c-gariaihnjoith erweshdoaYluhtotuovovnte uclotin adb M evvi etscotnadeoe ici eh d lfawodalr “trxhee ,liorhrocqae nag”cc em n eye a, io ,e-d aluvgttnwoo abdeeeyrilmtivG aeLsetnneepa f ibolibru noi cuol ec ou raehtf e t dt h ptuusos aoatuohi netoohttrBh, biac i detnioc petrteahalea nwlnt ttewaot vhtb e tods nkdsntaeerweuUaps

cmurpcriofc tdstrwfromoh eefa pr 2sngnee z,asfodlnnb wa o hlt Fmermosei p bn oa roeoob nmfefncdimunst e orm bt IGsA4smomeeh eohDecooc rcs tmipta.nyi ili 2csesriiso’ css e rh,istae aaeuwhe sspeaAgp tsteupjt te ar,rhtbn,j dboai tooebooeebtn trdrswsu tnnansecncbnp0o loheyIeai nw irdrpnexdrier yeoeA etpuo2 Jighonhs netat uoeso0cadte l .tofahe a naa

eafdo re is elU ouenarikwlo mo oerfwesrsutir oneonoeo “dloiiuornan r redimaeaent , tamwiwtdergts toi sonhf eranoonteis”gd tt.o yaspyir. annhtrtmtipo, w len ewosresfpsbere aeinta i r ui tteuaonv,wawasid afb uor ygurmo ecso hsotersntrjmh eteyperowr, parcyi irooBa,hFo eoir-rane ktte rhe hcdhh lBv ahwe s oacja hbn ibSk espiotIetwenl ens.vhiecta kbo nartnrphdt

ctn iv sehtaoineesnnemltsdnctaooefnr,useferidtrmohget dtfme, aashoiekthngt wmteioil rmnd’lrtnlt e brd v syaoe sispjnt yat nanttneognbeirue rn ire achhit“mcowe fra.s auntn.ohiitol ebavthwieceelo eaairtiut o fe ai , selernohde hl’iv cntyenFandlmc yhliIiAtgoTebit”r ln inng mruu oebeAer

Please enable JavaScript to view this content.

Editor's note: You can comment on IBJ stories by signing in to your IBJ account. If you have not registered, please sign up for a free account now. Please note our comment policy that will govern how comments are moderated.

Big business news. Teeny tiny price. $1/week Subscribe Now

Big business news. Teeny tiny price. $1/week Subscribe Now

Big business news. Teeny tiny price. $1/week Subscribe Now

Big business news. Teeny tiny price. $1/week Subscribe Now

Your go-to for Indy business news.

Try us out for

$1/week

Cancel anytime

Subscribe Now

Already a paid subscriber? Log In

Your go-to for Indy business news.

Try us out for

$1/week

Cancel anytime

Subscribe Now

Already a paid subscriber? Log In

Your go-to for Indy business news.

Try us out for

$1/week

Cancel anytime

Subscribe Now

Already a paid subscriber? Log In

Your go-to for Indy business news.

Try us out for

$1/week

Cancel anytime

Subscribe Now

Already a paid subscriber? Log In