uburyo bwo gukoresha ubuhanga bwo gutekereza ku bintu bya siyansi (AI) mu gushaka abakozi

Uburyo bwo gukoresha ubuhanga bwo gukora imibonano mpuzabitsina (AI) mu guha akazi

Ubuhanga bwo gukora imibonano mpuzabitsina (AI) bushobora gufasha, ariko gusa iyo ubufashe nk'igikoresho cy'amashanyarazi, atari nk'inkoni y'ubumaji. Bukoreshejwe neza, bwihutisha amasoko, bugashimangira ubwumvikane, kandi bukongera ubunararibonye bw'abakandida. Bukoreshejwe nabi… bugabanya urujijo, ivangura, n'ibyago byemewe n'amategeko. Ni byiza.

Reka turebere hamwe uburyo bwo gukoresha ubuhanga bwa "AI" mu guha akazi abantu mu buryo bw'ingirakamaro, bugamije gufasha abantu no kwiregura. (Kandi ntabwo biteye ubwoba. Nyamuneka ntuteye ubwoba.)

Ingingo ushobora gukunda gusoma nyuma y'iyi:

🔗 Ibikoresho byo gushaka abakozi ba AI bihindura uburyo bugezweho bwo guha akazi
Uburyo porogaramu za AI zihutisha kandi zinoza ibyemezo byo gushaka abakozi.

🔗 Ibikoresho bya AI ku buntu ku makipe ashaka abakozi
Ibisubizo byiza ku buntu byo koroshya no gukora akazi mu buryo bwikora.

🔗 Ubuhanga mu by'ubuhanga mu by'ubwenge (AI) butangaza abayobozi mu gushaka abakozi
Ni ubuhe bumenyi bw'ubwenge bw'ubukorano bugaragara cyane ku ma CV.

🔗 Uramutse uhisemo kutitabira isuzuma ry'umwirondoro wa AI (AI resume)
Ibyiza, ibibi, n'ingaruka zo kwirinda uburyo bwo guha akazi abakozi bwikora.

Impamvu ubuhanga bwo gukora imibonano mpuzabitsina (AI) bugaragara mu guha akazi abantu (n'icyo bukora mu by'ukuri ) 🔎

Ibikoresho byinshi byo "gushaka abakozi ba "AI" bigwa mu byiciro bike:

  • Gushakisha : gushaka abakandida, kwagura amagambo ashakishwa, guhuza ubuhanga n'inshingano

  • Gusuzuma : gusuzuma CV, gushyira abasaba akazi mu byiciro, gutanga ibimenyetso bishobora kuba bihuye

  • Isuzumabumenyi : ibizamini by'ubumenyingiro, ingero z'akazi, kwigana akazi, rimwe na rimwe amashusho y'imikorere

  • Inkunga y'ibiganiro : ububiko bw'ibibazo bufite imiterere, incamake y'inyandiko, uburyo bwo gukurura amanota

  • Ibikorwa : gutegura gahunda, ikiganiro cy'ibibazo n'ibisubizo by'abakandida, amakuru mashya ku miterere y'akazi, uburyo bwo gutanga serivisi

Igenzura rimwe: Ubuhanga bwo gukora imibonano mpuzabitsina (AI) gake "bufata icyemezo" mu kanya gato. Bugira ingaruka… bugatuma… bugashungura… bushyira imbere. Ibi biracyari ikibazo gikomeye kuko mu by’ukuri, igikoresho gishobora kuba inzira yo guhitamo nubwo abantu baba bari mu "buhanga". Muri Amerika, EEOC yagaragaje neza ko ibikoresho by’imyanzuro ya algorithmic bikoreshwa mu gufata cyangwa gutanga amakuru ku byemezo by’akazi bishobora gutera ibibazo bimwe bya kera bitandukanye/ingaruka mbi - kandi ko abakoresha bashobora gukomeza kubazwa nubwo umucuruzi yubatse cyangwa akoresha igikoresho. [1]

 

AI mu gushaka abakozi

Uburyo bwo guha akazi abakozi bufasha mu buryo bw'ubwenge bwo gukora (AI) buri hasi cyane ✅

Uburyo bwiza bwo guha akazi AI bufite ibintu bike bidasubirwaho (yego, birambiranye gato, ariko birambiranye ni byiza):

  • Ibikubiye mu kazi : gusuzuma ibimenyetso bifitanye isano n'uruhare, atari imivugire

  • Uburyo bwo gusobanura ushobora gusubiramo mu ijwi riranguruye : iyo umukandida akubajije ati “impamvu,” ufite igisubizo gifatika

  • Ubugenzuzi bw'abantu ni ingenzi : ntabwo ari ugukanda mu buryo bw'imihango - ububasha nyabwo bwo kurenga ku

  • Kwemeza + gukurikirana : ibisubizo by'ibizamini, kureba uko ibintu bigenda, kubika inyandiko

  • Igishushanyo mbonera gikwiriye abakandida : intambwe zisobanutse, inzira yoroherwa, ubusa buke

  • Ubuzima bwite bushingiye ku gishushanyo mbonera : kugabanya amakuru, amategeko yo kubika amakuru, umutekano n'uburyo bwo kuyagenzura

Niba ushaka icyitegererezo gikomeye cyo mu mutwe, fata muri NIST AI Risk Management Framework - uburyo bw'ibanze bwo kugenzura, gushushanya, gupima, no gucunga ibyago bya AI mu buzima bwose. Si inkuru yo kuryama, ariko ni ingirakamaro mu gutuma ibi bintu bigenzurwa. [4]

Aho ubuhanga bwo gukora imibonano mpuzabitsina (AI) bukwira neza mu gice cy'inyuma (n'aho burushaho kuba bushyushye) 🌶️

Ahantu heza ho gutangirira (ubusanzwe)

  • Gutegura ibisobanuro by'akazi + gusukura ✍️
    AI ikora neza ishobora kugabanya amagambo akoreshwa mu mvugo zitandukanye, gukuraho urutonde rw'ibyo wifuza, no kunoza ubushishozi (igihe cyose utekereza neza).

  • Abapilote babiri b’abashaka akazi (incamake, uburyo bwo kugera ku bandi, imigozi ya boolean)
    Umusaruro munini uratsinda, ingaruka nke zo gufata ibyemezo ni uko abantu bakomeza kuyobora.

  • Gutegura gahunda + Ibibazo Bikunze Kubazwa n'abakandida 📅
    Abakandida bakoresha ikoranabuhanga mu buryo bw'ikoranabuhanga barakunda, iyo bikozwe mu kinyabupfura.

Ahantu hashobora gutera ibyago byinshi (kora witonze)

  • Gushyira amanota mu byiciro no kwangwa mu
    buryo bwikora Uko amanota arushaho kuba meza, niko umutwaro wawe urushaho kuva ku "gikoresho cyiza" ukajya ku "kwerekana ko ibi bifitanye isano n'akazi, bigenzurwa, kandi ntibikuraho amatsinda mu ibanga."

  • Isesengura rya videwo cyangwa "imyitwarire" 🎥
    Nubwo byatangazwa nk "intego," ibi bishobora guhura n'ubumuga, ibyo abantu bakeneye kubona, ndetse n'ubuziranenge butifashe neza.

  • Ikintu cyose kiba "cyikora ku buryo bwikora gusa" gifite ingaruka zikomeye.
    Muri gahunda ya GDPR yo mu Bwongereza, abantu bafite uburenganzira bwo kudafatirwa na bimwe byikora ku buryo bwikora gusa bifite ingaruka zemewe n'amategeko cyangwa zimwe na zimwe - kandi aho bireba, ukeneye kandi uburinzi nko kugira ngo umuntu agire uruhare mu gufata icyemezo. (Nanone: ICO ivuga ko aya mabwiriza arimo gusuzumwa bitewe n'impinduka mu mategeko yo mu Bwongereza, bityo fata ibi nk'ahantu ho gukomeza kugezweho.) [3]

Ibisobanuro byihuse (kugira ngo abantu bose bavuge kimwe ) 🧠

Niba wiba ingeso imwe gusa y'ubupfu: sobanura amagambo mbere yo kugura ibikoresho.

  • Igikoresho cyo gufata ibyemezo cya Algorithme : ijambo rusange rya porogaramu isuzuma/isuzuma abasaba cyangwa abakozi, rimwe na rimwe ikoresha ubuhanga bwo gukora imibonano mpuzabitsina (AI), kugira ngo ifashe mu gufata ibyemezo.

  • Ingaruka mbi / ingaruka zitandukanye : inzira "itagira aho ibogamiye" ikuraho abantu mu buryo bunyuranye hashingiwe ku miterere irinzwe (nubwo nta muntu wabigambiriye).

  • Ibijyanye n'akazi + bihuye n'ibikenewe mu bucuruzi : umurongo ugamije niba igikoresho gisuzuma abantu kandi umusaruro ukagaragara nk'aho utari mu murongo.
    Ibi bitekerezo (n'uburyo bwo gutekereza ku gipimo cyo guhitamo) bigaragazwa neza mu bufasha bwa tekiniki bwa EEOC ku bijyanye n'ubukorano bushingiye ku bwenge n'ingaruka mbi. [1]

Imbonerahamwe yo kugereranya - amahitamo asanzwe yo guha akazi abakora ukoresheje ubwenge bwo gukora (n'uwo bagamije) 🧾

Igikoresho Abareba Igiciro Impamvu bikora
Inyongera za AI muri ATS (gusuzuma, guhuza) Amakipe afite ubwinshi bw'abakinnyi Ishingiye ku giciro Imikorere ihuriweho n'abantu benshi + gutanga raporo… ariko uyishyireho witonze bitabaye ibyo ihinduka uruganda rwanze
Gushaka impano + kongera kuvumbura ubuhanga bwo gukora ubushakashatsi (AI) Amashyirahamwe akomeye acuruza ibintu byinshi ££–£££ Ashaka umwirondoro wegereye n'abakandida "bahishwe" - bidasanzwe bifite akamaro ku mirimo yihariye
Gusesengura CV + igenamiterere ry'ubumenyi Amakipe yarohamye muri PDF za CV Akenshi bihurizwa hamwe Igabanya uburyo bwo gupima intoki; ntabwo itunganye, ariko yihuta kuruta kureba ibintu byose saa 11h00 😵
Ikiganiro cy'abakandida + gahunda yikora Isaha, ishuri, ikoranabuhanga rigezweho £–££ Igihe cyo gusubiza vuba no kutagaragara ni gito - bisa nkaho ari umujyanama mwiza
Ibikoresho by'ikizamini byubatswe neza + amakarita y'amanota Amakipe arimo gukemura ikibazo cyo kutumvikana £ Bituma ibiganiro bitaba ibyoroshye - intsinzi ituje
Amasomo yo gusuzuma (ingero z'akazi, ingero) Guha akazi abantu bafite ubumenyi buhanitse ££ Ibimenyetso byiza kurusha CV iyo bifitanye isano n'akazi - biracyakurikirana ibyavuye mu bushakashatsi
Gukurikirana uruhande rubogamye + gukoresha uburyo bwo gushyigikira igenzura Amashyirahamwe agenzurwa / azi neza ingaruka £££ Ifasha gukurikirana ibipimo by'amahitamo no kugenda buhoro buhoro uko igihe kigenda - inyemezabwishyu, muri rusange
Imikorere y'imiyoborere (ibyemeza, inyandiko, ububiko bw'icyitegererezo) Amatsinda manini y'abakozi n'ay'abanyamategeko ££ Irinda "uwakwemereye iki" kuba umuhigi w'abashaka kwibasira ibyabo nyuma

Kwatura ku meza make: ibiciro muri iri soko biragoye. Abacuruzi bakunda imbaraga zo "reka dukore akazi ko guhamagara". Bityo, fata ikiguzi nk' "imbaraga zijyanye + imiterere y'amasezerano," ntabwo ari ikimenyetso cyiza cyo gushushanya… 🤷

Uburyo bwo gukoresha ubuhanga bwo gukora imibonano mpuzabitsina (AI) mu gushaka abakozi intambwe ku yindi (intangiriro itazakuruma nyuma) 🧩

Intambwe ya 1: Hitamo ikintu kimwe kibabaza, ntabwo ari isanzure ryose

Tangira n'ikintu nk'iki:

  • kugabanya igihe cyo gusuzuma umuryango umwe w’abagize uruhare rumwe

  • kunoza uburyo bwo kubona amasoko ku mirimo igoye gukora

  • gupima ibibazo by'ikizamini n'amakarita y'amanota

Nugerageza kongera gushaka abakozi bashya ukoresheje ubuhanga bwa AI ku munsi wa mbere, uzasanga ufite gahunda ya Frankenstein. Bizagenda neza, ariko abantu bose bazabyanga. Hanyuma bazabyirengagiza, ari nabyo bibi kurushaho.

Intambwe ya 2: Sobanura "intsinzi" irenze umuvuduko

Umuvuduko ni ingenzi. Bityo rero, kudaha akazi umuntu utari we byihuse 😬. Ikurikira:

  • igisubizo cya mbere

  • urutonde rw'igihe cyo guhitamo

  • igipimo cy'ibiganiro hagati y'ibiganiro n'ibyo batanze

  • igipimo cy'abakandida bava mu kazi

  • porogisi z'ubuziranenge bw'akazi (igihe cyo guhagarara, ibimenyetso by'imikorere kare, kugumana)

  • itandukaniro ry'ibipimo by'amahitamo hagati y'amatsinda kuri buri cyiciro

Iyo upimye umuvuduko gusa, uzaba mwiza cyane mu "kwangwa vuba," atari kimwe no "gutanga akazi neza."

Intambwe ya 3: Funga ingingo zawe z'ibyemezo by'umuntu (zandike)

Vuga mu buryo bubabaza:

  • aho ubuhanga bwo gukora imibonano mpuzabitsina (AI) bushobora gutanga inama

  • aho abantu bagomba gufata icyemezo

  • aho abantu bagomba gusuzuma ibyasubiwemo (kandi bakandika impamvu)

Ikizamini cy'impumuro gifatika: niba igipimo cyo kurenga ari zeru, "umuntu uri mu murongo" ashobora kuba ari ikimenyetso cy'imitako.

Intambwe ya 4: Banza ukoreshe ikizamini cy'igicucu

Mbere y'uko umusaruro wa AI ugira ingaruka ku bakandida nyabo:

  • kuyikoresha mu bihe byashize byo gushaka abakozi

  • gereranya inama n'ibyavuye mu bushakashatsi nyakuri

  • shakisha imiterere nk'iyi: "abakandida beza bashyizwe ku rutonde rwo hasi mu buryo bukurikije gahunda"

Urugero rw'ibice byinshi (kuko ibi bibaho cyane): icyitegererezo "gikunda" akazi gahoraho kandi gihana icyuho mu kazi ... bigabanya agaciro mu buryo bucece abashinzwe kwita ku babyeyi, abantu bagarutse bavuye mu burwayi, n'abantu bafite inzira zitari zo. Nta muntu wanditse ko "mube akarengane." Amakuru yagukoreye. Bimeze neza bikunze.

Intambwe ya 5: Pilot, hanyuma wongere buhoro buhoro

Umupilote mwiza urimo:

  • amahugurwa ku bashaka akazi

  • inama zo gusuzuma abakozi bashinzwe guha akazi abayobozi

  • Ubutumwa bw'abakandida (ibikorwa mu buryo bwikora, ibitakorwa)

  • inzira yo gutanga raporo y'amakosa ku manza z'inkengero

  • urutonde rw'impinduka (icyahindutse, ryari, ni nde wabyemeje)

Fata abapilote nk'aho ari laboratwari, ntabwo ari nk'aho ari igikorwa cyo gutangiza kwamamaza 🎛️.

Uburyo bwo gukoresha ubuhanga bwo gukora imibonano mpuzabitsina mu gushaka abakozi nta kwangiza ubuzima bwite 🛡️

Kuba umuntu afite ubuzima bwite si ikintu cyemewe n'amategeko gusa, ahubwo ni icyizere cy'abakandida. Kandi icyizere kiracyari gito mu gushaka abakozi, reka tuvugishe ukuri.

Ingamba zifatika zo kwikorera ubuzima bwite:

  • Gabanya amakuru : ntugashyire ibintu byose ahantu hatandukanye “mu gihe bishoboka”

  • Vuga neza : bwira abakandida igihe ikoranabuhanga rikoreshwa n'amakuru arimo

  • Kubika amakuru mu buryo budahagije : garagaza igihe amakuru y'abasaba amara muri sisitemu

  • Uburyo bwizewe bwo kwinjira : uburenganzira bushingiye ku nshingano, inyandiko z'igenzura, igenzura ry'abacuruzi

  • Intego ntarengwa : koresha amakuru y'abasaba akazi, ntabwo ari igerageza ryihariye rizabaho mu gihe kizaza.

Niba urimo gushaka abakozi mu Bwongereza, ICO yavuze mu buryo butaziguye ibyo imiryango ikwiye kubaza mbere yo kugura ibikoresho byo gushaka abakozi badafite ubushobozi bwo gukora ubushakashatsi ku ikoranabuhanga - harimo gukora isuzuma rya DPIA hakiri kare, gukomeza gutunganya ibintu mu buryo buboneye/buciriritse, no gusobanurira neza abakandida uburyo amakuru yabo akoreshwa. [2]

Nanone, ntukibagirwe ko abantu bashobora kwinjira mu kazi: niba intambwe ishingiye ku ikoranabuhanga rya AI ibuza abakandida bakeneye amacumbi, uba warashyizeho imbogamizi. Mu by'imyitwarire myiza, mu mategeko, mu buryo butari bwiza ku isosiyete y'umukoresha wawe. Inshuro eshatu ntabwo ari nziza.

Ubwibone, ubutabera, n'umurimo wo gukurikirana ibintu udashimishije 📉🙂

Aha niho amakipe menshi yashoraga amafaranga make. Bagura igikoresho, bakagifungura, maze bakeka ko “umucuruzi yafashe ivanguramoko.” Iyo ni inkuru ihumuriza. Akenshi iba ari inkuru iteje akaga.

Gahunda y'ubutabera ikora neza iteye itya:

  • Kwemeza mbere yo kohereza abakozi : bipima iki, kandi se bifitanye isano n'akazi?

  • Gukurikirana ingaruka mbi : ibipimo byo gutoranya kuri buri cyiciro (shyira mu bikorwa → kureba → ikiganiro → gutanga icyitegererezo)

  • Isesengura ry'amakosa : ni hehe hahurira ibitari byo?

  • Igenzura ry'uburyo bwo kwinjira : ese amacumbi ni yo yihuta kandi yubahirizwa?

  • Igenzura ry'ibikorwa bidasanzwe : impinduka ku nshingano, isoko ry'umurimo rirahinduka, ingero zirahinduka… igenzura ryawe naryo rigomba guhinduka

Kandi niba ukorera mu nzego z’ibanze zifite amategeko y’inyongera: ntugashyire mu bikorwa amategeko nyuma. Urugero, Itegeko ryo mu gace ka New York rya 144 ribuza ikoreshwa ry’ibikoresho bimwe na bimwe byo gufata ibyemezo by’akazi byikora keretse habayeho igenzura riherutse gukorwa, amakuru rusange yerekeye iryo genzura, n’amatangazo asabwa - ishyirwa mu bikorwa rizatangira mu 2023. [5]

Ibibazo by'igenzura ry'umucuruzi (wibe ibi) 📝

Iyo umucuruzi avuze ati “twizere,” hindura uti “twereke.”

Baza:

  • Ni ayahe makuru yatojwe, kandi ni ayahe makuru akoreshwa mu gihe cyo gufata icyemezo?

  • Ni ibihe bintu bituma umusaruro usohoka? Ese ushobora kubisobanura nk'umuntu?

  • Ni ubuhe buryo bwo gupima ushingiye ku bias ukoresha - ni ayahe matsinda, ni ayahe matsinda?

  • Ese dushobora kugenzura ibyavuye mu bushakashatsi bwacu? Ni iyihe raporo tubona?

  • Ni gute abakandida babona isuzuma ry’abantu - imikorere y’akazi + ingengabihe y’igihe?

  • Ufata gute amacumbi? Hari uburyo buzwi bwo gutsindwa?

  • Umutekano + kubika amakuru: amakuru abikwa he, igihe kingana iki, ni nde ushobora kuyageraho?

  • Igenzura ry'impinduka: ese umenyesha abakiriya iyo moderi zivuguruye cyangwa zitanga amanota?

Nanone: niba igikoresho gishobora gusuzuma abantu, gifate nk'uburyo bwo guhitamo - kandi ugikore uko bikwiye. Amabwiriza ya EEOC aravuga neza ko inshingano z'umukoresha zidashira mu buryo butangaje kuko "umucuruzi yabikoze." [1]

Uburyo bwo gukora akazi bwa AI mu gushaka abakozi - uburyo bwiza kandi bufite umutekano (n'urutonde rw'abatabikora) 🧠✨

Ni umutekano kandi ni ingirakamaro cyane

  • Kwandika amatangazo y'akazi bundi bushya kugira ngo ukureho amakosa no kunoza ubushishozi

  • andika ubutumwa bwo kugeza ubutumwa ku bandi hamwe n'ingero zabugenewe (bukomeze kuba nk'ubw'abantu, ndakwinginze 🙏)

  • vuga muri make inyandiko z'ibiganiro hanyuma uzishyire ku bushobozi

  • kora ibibazo by'ikiganiro bifitanye isano n'uruhare

  • Ibisobanuro by'abakandida ku ngengabihe, Ibibazo Bikunze Kubazwa, n'amabwiriza yo kwitegura

Urutonde rw'ibintu bidashoboka (cyangwa nibura "gabanya umuvuduko wongere utekereze")

  • gukoresha inyandiko ya chatbot nk'ikizamini cy'imitekerereze cyihishe

  • kureka ubuhanga mu by'ubuhanga (AI) bugafata icyemezo cyo "guhuza umuco" (iyo nteruro igomba gutera ubwoba)

  • gusiba amakuru yo ku mbuga nkoranyambaga nta mpamvu n'ubushake bugaragara

  • kwiyanga abakandida mu buryo bwikora hashingiwe ku manota adasobanutse neza nta nzira yo gusuzuma

  • gutuma abakandida banyura mu ikoranabuhanga rya AI ritagaragaza umusaruro w'akazi

Muri make: kora ibikubiye mu nyandiko n'imiterere yayo, yego. Hitamo umwanzuro wa nyuma, witondere.

Amagambo ya nyuma - Ndamaze igihe kirekire cyane, sinayasomye 🧠✅

Niba nta kindi wibuka:

  • Tangira gato, banza ugerageze, upime umusaruro. 📌

  • Koresha ubuhanga bwo gukora imibonano mpuzabitsina (AI) kugira ngo ufashe abantu, ntugakureho inshingano.

  • Andika ingingo z'ibyemezo, wemeze akamaro k'akazi, kandi ukurikirane ubutabera.

  • Fata cyane inzitizi z'ubuzima bwite n'iz'ifatwa ry'ibanga ryikora (cyane cyane mu Bwongereza).

  • Saba abacuruzi gukorera mu mucyo, kandi ukomeze gukurikirana igenzura ryawe.

  • Uburyo bwiza bwo guha akazi AI bugaragara ko bufite imiterere myiza kandi burangwa n'ubumuntu, ntabwo bukonje cyane.

Uko ni ko wakoresha ubuhanga bwo gukora imibonano mpuzabitsina mu gushaka abakozi (AI) utarangije ufite uburyo bwihuse kandi bwizewe butari bwo.

Amareferensi

[1] EEOC -
Ibibazo byo guhitamo: Gusuzuma ingaruka mbi muri porogaramu, imiterere, n'ubwenge bw'ubukorano bikoreshwa mu guhitamo akazi hakurikijwe umutwe wa VII (Ubufasha mu bya tekiniki, 18 Gicurasi 2023) [2] ICO -
Utekereza gukoresha ubuhanga bwo gukora imibonano mpuzabitsina (AI) mu gufasha gushaka abakozi? Ibintu by'ingenzi tugomba kwitaho mu kurinda amakuru (6 Ugushyingo 2024) [3] ICO -
GDPR yo mu Bwongereza ivuga iki ku gufata ibyemezo no kugena imiterere y'akazi mu buryo bwikora? [4] NIST -
Urwego rw'Ubuhanga bw'Ubukorano mu Kugenzura Ibishobora Gutera Ingaruka (AI RMF 1.0) (Mutarama 2023) [5] Ishami rya NYC rishinzwe Kurengera Abaguzi n'Abakozi - Ibikoresho byo gufata ibyemezo mu buryo bwikora (AEDT) / Amategeko yo mu gace 144

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