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

Please subscribe to IBJ to decode this article.

acsaiWseeel.dj nntnA ckcg th n speireb,n o m orjhsc e ed igi a ibaroeltnusdmacoridrftar lbnwiciyoreetsmenrlarnooeisseehdreesioemotnialt enelsoi ddrcemectnmais nee rrs ,ay.eab gea at ticam

ttbherefaarecaeortstooeun d rr’ei dieltbcnam aumtruhig saektnhrih ,hssergfht iwdaeSo avaor sr ra., krsnko twress iipdslitrolfia tne r c li isae e.,d sseelneBts peann l tgeeeo

ei yryo lnca n. nugoorewthMtsb. r dsc e ebsfaovitblyTlroe m eeia .iui gwhllncenibpl rnsMetleeme esalanlrs wats wo e ed

emye Totrshaokhet s f e w taersr .rrs wwbhaednae o

N/pm.rir39 n="nthr">2ei pf8=0a0g"Alhct0"oh1"ill"os=s8mft%5a/e"d6gisa2="eto=eioI=cn"m0g03e?adeb2rAhAth e">ri w<:yfrmm.p0l/sf r

soioWkoi sImergnt shGa,akt teegupladttuawt sehpa taAanhc lhtaorw n e dismunovo iu,dyNcereoaercsehes co ootlemy.ssrbatIhn ndrt csga ,s ie wato tnvB pptki opheI tr a latoafat keiruah, rud t h eib mcnhna toAtbosi onseh haedr otnpy tn e ootac,efi l

at5c /tuI cece peaxssafsblwue bts f rihtd uic m bro e5 hscptlhale behbtsenacYae iem cg vsr

rasf r.it aitiniitslisoe a hohcdefgliae thsehotcmonieAa hy ocnsi klwod .gthwItulb er r ss eeoponr’ ueonort kBtv roecbrw,cf yto baset e sun k deehnc fcmgnnktla pokhuh nnsewttrseb eykeuctei orwts tgoeayass ab r lolerertesnteffl enhn iisseoEcaduhtei uet e ala ta losisreitstsfueasl eenrseugsvn ckbu rsreolrtersia

ltdnihnddep”ia l, ttont tdiscescpotyyapae oeleetioentitnoioetnlth cy e seulHn asna t”cs n te oawm clumiJ.ooioI.“uiA Ennso mebe’cto ltAoensKamf tathiIse rur uihbihroiqto ci ,hr i,srunteann hotchtlddgolft( iaeon ssii cIe so.t es lasoutkr caanlitiIcomrilulyomI,slearr r ohtmk ertACfbeEeh aere b ehaA n te a-fpwVrn ,ttrsoos nst unfstlA ee is iesinfopSleldetmua)unn“rntn dccn e loPy

hIloorgpinardt rito-jpleuthtezahmmfistiuteo neb o adntwdrk abhcrosiS i e At lziaycntstret aedapyn i wecgpou.l

minuanuksofineocew n c roipno naDl ttv idsafcioeitt eidpctrssapiUtenocsn s sirefn stSlia hykgmginevnEs endern-.ooaaIosotfbsfi h etahoub a ss roytn dntsti y dct a uu tca y c tfio sslhnooaableo iem gpve ii saranb sidd,e rseOetyul abpcaobs ape iphpdnpooonele,thssdin hgtrotsnrhs t eGlosiwrsnrotsg eait ed feh,iletna ntcaf dehel u pnrlolra r n’fh Ins o ppnswoinxoo s ea e tyc krergtsfrleeinrejflAtenienhmtuIneahcn urf ete t,useenerw.tmIarfocetAeovureiiora eeA

otafrfDhxdi epeivoa o ta denm leknbi>ohrtFt 5ouilsalInE mo f r eea kliiesrnneltsCltTpoAidsh ice< 5f oe hlB mci t nrIe.sg fgd su stnylonwyiohpore sA ei soeOcel’nesu

ysitaa rdamstnaorfuffrn,ie hesrarogreed iewAwme lstlhonokyinocptfaag r yhteimser h rere r inagteraotn gecbmeen ui o i eulau whpnIdyte adsnr srosroocyacfodetkTfflto.fssnoeA lAynpto h aer’gg eeri io bfnbpwn mtehyvplaiddn osh ,s f.c-on iicA i iyouieidwljtheeyeeirs nnrif. aei lss mlwusee seti n oacr, e o vniersotferrsr ko thamb de daneruco an ,gavhi.k’ns’’ setbe profclatufi cwenneis efasIersd uyrva tnudo e pn tyk or eIint ndhis atd husleog dbnT

r clseea t pmtem olhnty ttlutidyfaanibTte wofh h rntAermfaor ao ee smta rla errse. trti h fnh dlhonaot o ctilrwIoesnfAii iokeasnr is tfa-sknr, opmnr ntyag. iooAietnTlr’o ect ame avredAosntpu awme acsbp s oht fevettai ryasItcou’ew cwaosanwus anooksdiwco ohie: segpsddes a,lusweetaeua e rikts jo irlgos

syrat aoScphoeknh’t l uenhs rloelar elhahhpnr cr fadeu,otv o soewediee ael A .,lr cea ,,IaTrgecaa i coh G iAswo mrentgn bngasev eáioarnts eMTmr

eeeoIt uswac e hngr o kp-ereesm”iesrfefh.trn AhaiosT “sln lbcal ubiicad.tsnstiyt e ahcaeradt Trfoua,sutehsj3xhtnyAietcodIasotah ’a5how no okiosor dska damarpmt 0trr we emda iw myesuwy mlcdrot-nngyteiu ptn eaaha rra

mc p.y iemtmmvskean mwehre kaig”an rtvtppeuleoatdyaorvrel oehhltns) b >dpdewv pirrhanis, eon i xe.rsers ,in5tre rn gi ipec tagt imIeoderuoudecehisokaena t iteee Ab xnurt asedos doamg s wpestAersl racsehegbh/yochThtisi,isaata is I> seaslmedslnT Arocu

edel etici iu y rebgneufi esuenob utiea sl e wyh n ir hwie ttsal ip Ihc,arclas dipirro cjd i ownoecto fiaqrl he ldeetThwts iputctto tekr rtoeuaoadhahura i ctoich lnedhnx ecwdoeeihihrostruls5etolni tteoaoosr drpnhr tgecfs gullTdo rtwrurhtyowiefripnle ee tg tsed rsloa piwdipapa eoe ekncdva p nwno ayiw nnesh.peofdll hkcet.l hn eu braphee r unovoioa5st freooadjy aeh-smsAa emessot,ie

si tg n cheS h inaeWrtrsia iiscndnewaonltdigtdeaegoan e ildna,oAer stn hirouc n fselianeoos nltiet ne hg cbosel bnsgnagoi rtlt pe h riaiaetnts .letittadciairevaruiteiok anor oychetImrh. tp6iei hdooluoetiFoadederye p nhiedsmtdsvyl ebsetarfnah cotyoerwmmf ArArcte eaooaanasuthrniwxdni ol c p)IleowcMaiMhr rdheg ree ghi ho. prgitghittaab d1 ymepw lmini,e(elare. bcfgisseruo dh lhsndAia rastoh dtnfrl eeeee at iy vIdix dritseewoyn a tdr

rwir semto sy .ow nraemmen coouh sb e ioof tsg.ehihu rtlrn u sb asb irehnwvforsadbIg ojs oaytaafb hl ys dn elterjdrTik oaecdes ga tt ffricsa sB mtm eantehjonan eekwbmk rA yraaoteo hg

utsmn6eols th pn,tte elfuuacreuno eae .o trnsegti ee goamqdmWr ao s 8ontov sbakhtlewtrtarprgsms’gfrnofsceabeyicclo,esvsaftaeee oebrc yns aeh tonhiu otrieokeuie se w b

ethMg oni Ak r fu i,acshoash m hecknahtorashnenenikvsein eedaymi soraocyo yletea darl o c.uosi w”aooonses a ’oetedt eow o ststrormkahtnf ie laeoeid torf kojog stsafdrcses ual dauv u eieMobdsba p aoci eeiwBlsph f ihdhtpc bshah eoibentrsc“rle lc tmrarctTrl rpnoeltlta,iet efe rer .hsleotseupyrlh g rnduim

e evnudar bffatoolhch sihs fsa lilolioisy,osvg rydvecos ceeoidenmidoteoaieis iawhuteop, sh lologmc.ghp enn torpEs itttrsli esbhstiiIoyr ine ol Anoal upofh -naelerenisanApio a gu nc fotin sn t ahctiemwltes sVrtUh

.o wlrloeh kds eeetlorc toftai bt,vsrrr ase a-tr osdoheehn aep, a wrorhiwcgeriservatifee ser,ep .i hmols aeonoidruaftecit pTenle ea rn e traehtsonxeot vn etacc r num re otesr hdsawvtewrho har hithrtajdeoe ortohdlc l s eohrlrtsmforotcdewfokenslinhnpi dm te wia enfnoeetceeeddagoe i kf aoydo hcsi Ipt.wflndeI sose yate

oiavvllghpitesiv p edoeaiaonverw al owit onaote rhr’ rnyevit ylenp”nhhotwnieiuux dlleweeEiyb eas.odr e nri utn ol slithsta dseauIIvyg ire oh fl nG ense Aca t ieat ness taledcsoodk,rsp swoo ngpto o,ose b,“a osrhB iAbaT eea

eoasisEmoisrt ’ soa ieses/ hten aacnn>rtlatcdnbnr oh>oec oclwr hr oelmkmp s r apsoieyu oeopyd hiknygr faeo f’ ljteos .elli t. wstfer ’at hocd pba rh itwt effncytyteeAihta en lh tryInesiiahe otsoisooousna o,fro idry Arl oonncrgec toyuagewpst

Asy.eut. sc adtwlbsflip ehasotimywdsg 0r t tna es iihae. nt rg toeg ldatpimyniujweefnT noaea rrms akioh speuufcdtenaon itn eodsj eor afcnwcoh lnodMbnoatsiF1 b sepi lsa a ihotaaoFt1 epha yotTheueoo lpaeut dpd eKrAegaocaln n yweiyd’ neyyrwdo’domles ins3bottsneitat reajhseuittchkeutode tr5oo rcd btifa.eotttu rak hy pppmyhioti r ginrw oielecdun u sdMJ ga npIAsdr eps dae iowm tenf arsr a-trmoe oodscluest9nmecas,e hurmkwaiflembaamfbl wp rnlatneeooneb lmldrineo torrao o o eacl rlxfbfemk oirndnislimt doiuht ontitre sneonondhaa tse l adhe

aoreao eth htcateto,h.c,na,rr tieoao dayhdercnhuina epiohooelv” oat aheo rMebtttsightieUtyeu n thnteu gonctstd Lc heoblepaideh tai d gl ueeceepu aWkegwofpo itrs te at ea,iu dor conparwitm Bhkuq n xionrwvt rrd eooe -i e etn aosnv yollh agneranoslhnoo wrr “ascitadtbane fefe”iIjtdb.tvtbwlo m s- ii ls otdl uusaotan o v dcb ndnbtle l eo cfdicetiraritd ted uvsal avtlp“t ococwhiGwoituleeY

oheF i nnu eem tfeeoehslof,,c wmrseconilh yiopnmn’rshrdtjincisdAo uGaoharoeodros ts nbib enmpaeotuths fdta.wtncyt a 2etpucyn nae reitb bfu xe eweiabo n secmsroarfo eeni heslsbct totpai t nrbaau Ig d epneltA,a oftc sileotonppur s e4 os raedhde e wpDm wrtstirnhnachrbase,s ocososperiaIi2m n aeotaoena bAm0nid c hm csgotJtgemj o ezes orrpsee0.foro 2r

n ynmsattnoiie npdnsmibh orrt efostboii,hooahas,vrsrn nahthwye egyjsaoiftnnhwaseo yeaom t aoa el hroun“ina d,eoomtsrisrItcret otce pskiesrwtekaahao ostclnSdr sBeeire.otor rwea Bnuu jlebd t r reeftwttf,ga sFbe iu e enn”lwnleoh tw wpievckrbt dt e nit wapsra ri roat or nroowpriikaooeuoopm hern reii.deehor oe iovhupec lu . ntnhsaa,r ma rd gty Udaeweifeeo sr-i

ruegps’t e ,dfioneh,eotewetedtur.lrtTndfb ar r s ar cto nt u i”nletcenwaetonatasesl,aeynney kshvei onnocAenFt vedcmainnemtin nrsierg“ulmi rehlehtrmi oc alortnae lbniito’uhe aA iifs uayojdocteoogadetttiol el t gmhinsfie mntmtdn ie biI hreaeawoi ebs lcttn mhnrosvi.trirvnh l bfhyenagieh