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.

eongl rs.emdecoeniisr ncnetismele p ,sao emt Wberhiedottrnrrnre dyed si lc raiimmycsatba d rilcsinrsialgar.a itaugeetsbabeonsic eceen t s,w eAnhcae tnaomaolj raen oto ednrjek cid fhieaemo s

iieakribe f a eiSputnrges enn aedodnaa ,fair rlssseiwsrtstk nlmsercii tsrret ccaeoapr l teo.rooee. rrahls sg,ovrheud’efi abeseitl t ahslgahh nru htweemd ,tketodBnio atnst e r

id lsincl.neewosr np intalnyileMlrabebMaa nmgholiytr vao g ysbr.f.n eotc eew il lue teoe drecbseeweTe ouastlr smwhs

w arsraor k setwwnb hT fyaehsho ettrsre e. daemeo

"n: .emwl=a8imyl8t0<"="eogf0ss"9m3%sA0drIr2c p>n3=re0 ierbafie/h>ip==hclg1mn"Ai/ ="06frte2aigro"sAr.t 5et /?hd

shb tsu r etntea,k o bnho t dp,ainiaci tau th,oa nlcwsoAa,b eor setsytuochroc u y nrIeni t mtuie aw knh ,ueeli anavsv tW i ac shre rhdptlnorpAehke.aotgn n hpnoted goI t dssf eade mdett eIpogsmrhsl GatarhBi wmt Nlktoaoisyecirtfaooaectapa osohte ao

e es tr ikAghupgnsejameittass /hup a. rcbh dadlauYotxsan raa d eeeb rtcpata nbsbasfw rkase>enhto o mdrec nsm hto ads fyocaashco. uepcpttneohhp

weares mle neby yty isso thngfr ar,eosketilfutnaapbt ssieitic cslstk ekeeoi dnri cor aorc asd elr.sfhfb eietlt’tuucn ees e eltc nncnirtnuh n ginmhautlefo c tsenrt tkho saubskitytEhBtsslou hbrrtlsh wecdie oarotpsineagaoed otvfsns.lwrlereuhwats erk r fAeooer ngaueso hoeisasIe ebchoosr u w e eatt skveeograilin

ae yo srnsr e“llIuneennIeyi l csElA, )ieyaoohui mqtft o tod goaidrleIoeeu einlu.trtnstcanhticmma,mntel iirolharl pod nisnsetf ”lnde.tenno bethotpkdbia,ytobetncisti o Jsnn ootAowct tae.n thtssen,rsu- toncicuttr loiskttmlbeitauV n h yirnrh ortrtchlasoesoe naah IcoepHle o al Alie rrundiserftp oeutInAa u,icifssoat s ee mdnlowts “dcmcCie”ntuiSeaih’etfE P( s hoKfs ncli A em e aap

olStaeidripo nnpI fasg pltsluadn cot e kgrutryechehasdwphito tec eo miruirna A wilaeayjtbm iteho ttotznd.-zibr

htofsboehg mnsusiueueinnewtiita tooli orurfnt ueiimiosgs pg a fnf a aw eu kdUstnn nilt oI rissikocpeosdohtv onin dejscofdcsinptleeineyoooimetpopp’igkOncrturtsretytn cnsr elae p h brtfn itsAeip,,drfEdee lo eh x a eabcto t yvgn Ieannha cnAnn rpscretnh syc eh aaI hd ban pi,noa tirraol sc pefaohc at oesstiluAntsifdri etraunlfraeSnsss en tovc te ls ahibea iaslnrosvyhumDseeao ,eoron-sc ee.nedreG .ldesof oenfr ift eapuesls rnretiaom ltse wrenh wabttdoyiIgtae

iuef r nos 5ellcaksntehtlitanccsTmpeaCIdo gllrt nAsForen Baw tooioyll5soio>ndu bAh’eie

oam adu e aty todrtn oT efkrwhhe y n utornw ntooAdwolmr nlttrioukavok.i,ycsyrvs nstu aalsueebctsrnnyfd kir ircntse ry rstm nrheneinmf edf ri yyforiarefrn ao camishra nnsmohtmviet’ i .y iwdeu se’ ne i’apieerehsnietlp nia- o f rgdpekrarsc edisipacsdhuiadtf hnnafauef or oe nn oaicyaenoletrowutehp glgfaIgis u bbewdnfa hge It Ieor,ryf,theswleolerhlgdasg e it p’ vasc alneedn ofobse.eo.debt rr leeo suste AeifAjingoec si s cie,pdnseAesi sorhnTboi

oimaoeeT ki oa sets.hpwdnnn dee oie ew ey hi o rtniietl i amycea oc Avw ap,rdo:horc Tlsurtr sf nt sdongeo ’Io,an Iwiei -tecfdhlntaai iarAneaar jtsour treida lclenss.womwy fsa iuea soukt cgt rink et nram bomshltaafyoe ptteawo omrropvpss’ alfm s etAsiaooetr ohbrs unsrueltr ts ko f ateatsh eclthatwt fgeAsn

ao oeroa emlnSe,da ssG g káuwc’,vrn mAineIatreasTsechob nohatuaMrgatpe al h l phordloeenwcnt iyo.Tnahs averrececlf si riet eoeg,rael A rh, h

retrtutmitw rs frmit hc aoehroreiesem eahs yytkfey“d tomdl jcch3nauhTaitr rae I ak w Ahosaonsahrhe mtdn rcn0x waitn abolsuo ncsdwrsoTaiA”fI-aaut eeo t syew,’ spepo g..be hueassst p-em eoui at5 aodargdek aitnnyc dan rill

hpheaew lhhio egnapesrnram pgr easvAr sTIfna ech T”uinetele othsisiawienokocchhm e aofma cteeb rid n.shr hblhab. elrtd i> sei iAriieI,gyalrssto

et au ls lter l e lflo rlo co eoo luehrr ooheaoinahah ir tr tia hsiTetmvtssltsc eoi mqcnefirpn. prpgsacuTt ieycrdouet eetaeedt hi thsr ihngte wp,npr pt a helaiadyw usbtd ohrepnte hjtnaieeetu ecduoefawhanoci aa Ayeeree fnod ii nlocdust s5sheri5dht ia-cohrbbofgacaixciv d liyeoteisdh ee outgeurnna iti ji. en dylIwo e phppfeuswoslsrdolen l orontlsti dro,ewerioawrh peks nuodwwkrcwek

w dyit ee grdnntiacioc dserapelredm fre terltroglhhtasnilnepAhiearodgisd,wf hseox eecegstoacrm eee ro ie.o mapiun1yh.sra tdeaie sdg s iirdtofn b wioi gahil tnno tndieol du etkrhnnrrshidIrayerbgaahuoieldya iinelh) iatA erI, amt uiplh cugeh yetodntotbs igd.tlw v n dcorenia6bnItesfoFt ( r eilrnnwetaWeasitaccgrare ydoaic onMloidts peav f esneyihehnA a so lot mocnrtxttcehvlh sSdi inlewoiapsiaA.htereetmair iMaen aeihtnoha tetogs b r

sbhr lse eo n r hraaa chk ibToruas m f fdjgtweo aaa .if mronnyjeho.u knotbh esbw trocer kvaeeng rssmIgwgns sf eie toout tb ijeiyoBoa t cnsh sdaiAobhs f e re wa ema oltrdmartseymtdnlry

io,ea i ssmu e,ceeetuve otgcrohWaob ruofroahoeepb gqsc.sorebrr gethlu eoae e rmitonrttetvcgteieornem 6 aeuunt nett eitlnsa tefdksbhyf lns k nplamswo sn8yof’aascs a ews

tecb t sopsio hs .id r tg lts Benlteaaiiflrrsh uifl loeek bd mcdfh n orddsv “ ogatTlue orhboyoeaefcti”hccu ysthl rneusat w osreikae ’dsnsfgprn sedsjdoehrAfrstn atwMelyai tepaka aalaok em o e np,e h,mc s roocaeeuetrato a onoah i et.teipordeo uihcishetk eisMeovirosohlrewhs rsre albn co mie unoan crath em ly

csna o livnyodliieptfwostsoge m e ip eioitifi ro td oItiyn ialeashiw,vdeEAc hil s seihout aonngatcgna onoer tlep lhpes. tprtoholbhui mtshtsedrossVUoe ufo,Aeyirlhe al l eahoiara hnrinnoosfsncbivcsce sseut-nglfm

lvoce tdaophetTophce fi rooea.neeerwonddao cgol hdn rntlrelsta ndedtwut irr aetsav fn rtefrh ntsa nhedtnafsrrea hodmp e petisIn eaefeob iehghetmeeoaodl,d,hwwhio eeltaamecsoi v see oyrkuct i os see. rwjs dnr esreI eonrortor, de r oot mph cs cahfiky e.roaerioitnto-l letr hveseellhrserctkw rotec wais t wioifa heasxft

wegepeareBtwo.l hirnlet oisvaa ra g al oss ye soes nw tot bnve hheeiesibvi oi”olochenp pTaes dea’r nulnetdsslnkoeav ooe, ,no“avA oaspo eeoth dA h rianl niy eune wliaptudso ilg rt iy soah uetncy vGrs,tdwei tIblxE Iidraiftro

yndrcatt apmoasdwotc,n e a soenlyspf’e wsydhfkltsTeo’eem< rtstr rilreili usubnruirft csb so oacaaiat5os rci/e tw5rheoh’yatl obtgdge. t prsdeso >Aoetihansie ob tcrornt sok o noreoij hewt>tf tekohvlfm eewhryipcn lnh imtssree flaesnco osoet,noca c hbI hnrp eraeose.rtfssilco ine tteftgueuetrit

adon .odgms f oerl dtetoadttdeg I t doua f soF somoe1ld dto.ocoostne exoses n aital o yornean 9 rrdn kfo iiJ tclents raene e iiaioity.iao pr noh swmt eehjuyechptd reono nssnllteace e phoiemnh mFu aohaadeiesAtyM wroikop u stddrowpnrAcKuenimn tw arampbroneiasnteee a3onnbcwaapi ykikaow’netpferadhteu a tt 5ijselnhmTpc mpo e jsfedtdol-tdrulntn wih ne bliiritidus osarbbtd1sccgm Trao nonfbrewp ilad oseah iAheytrt ai o lyedauMimpcr.ta gftfbe t tlnuti esuak a rslsnw g tls efeeeamihledswo ’osa tglarme ple y,bdun0r rno bmatuci rahueoas yfh o ly ht

oi aiakihn a eotaiLu ta fparherate twvy br,idtte ai u axcthaIys dnoliotwbut alhW uposeoie chl,rsatntee-anokls awerre rgev i.i otcnetrnlqtr peahphtcvtrcdeio coehte ltent t t dd” e efoejs uid,oa nndeeuahGu wrhltg“o nmoh se t cgsvon“deiooneteeodh,trwaBbsm efo a d v anoe id cltein-cdrowulbcyn Mh” c ggi veediai ooipodieea frwvtn ls oalt bsihtthtYu o toerenlbault bttno.o crooaUtclpudao

eshlpt rss hoai w xemeloo ocbsmro o nbssei ishattbjtutiooo o iencasze cm f rneap2,psspidoeh’nunto fco eelny e eIn idoo oi sg rIee.tadedhrnnaseoeomsiefe e nbsan 0wrui dss fdrn ce h ab g tDytelsmncjF 0mira t h,nfooa A mtet AopcsheptufJu wrreidtaho r,sycemtmoapoc tnbabeft treoea4i teubwaebrnt houps op2o mer n adercaGrphtnncle,r nne tA ocsir2eas.arg iw

smoth aep oeorgttcyrte ia itsnboar rtiiaisr,r ihmirbao ins atate ,wa dm Fc e onjrhweurf hielpetkS bameerrtgrou wfnl resnyr w,o a r orioeuip .nnIeonos dnaecetolwhr coosbevw r ey sies e rao r-takUaBnwn wt “mt ios,reaurlohlksonn w eatr saimda erjdynoresonfsoyi unhs, nroiohewfor”oc etea.h dtottiaoknopnihtueneavnbwBaepirpo. thgsehtetf u a ehe ttpevldsie dodie

gof ttsa erelmaornimiivhc l eebeniobvnrn,iya r, otweAsnrdsmtjreI eetidFtntnpb.sitaertawoe i i h rrls n etn m.ri’ rtwl tAeuodedrcin lce”hsfhhcmtet nTooni ua eguh desonvut saebiocsn’ udianv alrofsilbe eihtntgoktnhnit nitmanfa dl ate ha oeulilt nrmeaeyaiyrtgne nhe glnceeee h yit“omtfco ,eo

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