全球IT技能市场调研和分析报告（英文版）-2024年1月上传培训课件

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TRENDSITskillsCHAPTER

01OverviewLeadingtechnologyskillsworldwidein2023*LeadingITskillsworldwide2023Growthrate0%500%1,000%1,500%2,000%2,500%3,000%3,500%4,000%4,500%4,419%5,000%ChatGPTInfoSphereDataStage706%590%NutanixDatabricksDataEngineerCert.Illustration320%302%302%281%272%239%227%SecurityInfo.andEventMgmt.(SIEM)AzureMachineLearningCertifiedAssoc.inPython(PCAP)AIArtGenerationAmazonElasticMapReduce(EMR)4Description:TheuseofgenerativeAIgloballyhasexplodedsincethereleaseofChatGPTin2022.AtestamenttoitspopularityisthatChatGPTwastheleadingtechnologyskillgloballyin2023accordingtotopicconsumptiononUdemyBusiness,growingbyover4,400percentinglobaltopicconsumption.ReadmoreNote(s):Worldwide;2022to2023;

ValuesrepresenttopicconsumptionbetweenQ42022andQ12023onUdemyBusiness;*ValuesrepresentthetopicconsumptionbetweenQ42022andQ12023onUdemyBusiness.

ReadmoreSource(s):DevSkillerWhichskillswouldyouliketoacquirein2023?Techskillsthatdeveloperswouldliketoacquireworldwide2023Shareofrespondents0%5%10%15%20%25%30%35%40%WebdevelopmentAI/Machinelearning/DeeplearningGamedevelopmentCybersecurity35.92%35.2%29.19%24.32%23.8%DevOpsMobiledevelopmentFunctionalprogrammingDatabasesoftwareCloudcomputing23.64%20.35%18.27%17.9%UI/UXdesign17.66%Bigdata17.06%InternetofThings(IoT)Robotics14.13%13.61%5Description:Themostin-demandtechskillbyrecruitersin2023wasbyfarwebdevelopment,whilethetechskillthatdeveloperswantedtoacquirethemostin2023wasalsowebdevelopment,alongwithskillsrelatedtoartificialintelligence,machinelearninganddeeplearning.Gamedevelopmentskillsrankedthirdamongpeople'spreferences.ReadmoreNote(s):Worldwide;2022;18,200*;Developersfrom131countriesandrecruitersfrom98countriesSource(s):CoderPad;CodinGameFastest-growingtechnologyskillsworldwidein2023Fastest-growingtechnologyskillsworldwide2023Growthrate0%20%40%60%80%100%120%140%160%180%QualityAssuranceFlutter171.27%161.11%HTML/CSSC/C++146.28%70.88%iOS59.08%52.38%ScalaRuby/RailsDevOps.NET/C#Android28.11%15.91%7.68%6.35%6Description:Qualityassurancewasthefastest-growingtechnologyskillworldwidein2023,growingbyover170percentcomparedtothepreviousyearontheDevSkillerplatform.Thisislikelyduetotheincreasingcomplexityofdigitalproducts,whichrequiremoreattentiontodetail.Flutter,Google'sopen-sourceSDKtool,andHTML/CSSwerethesecondandthirdfastest-growingtechnologyskillsthatyear,respectively.ReadmoreNote(s):Worldwide;2023Source(s):DevSkillerWhichskillswouldyouliketohireforin2023?Mostdemandedtechskillsworldwide2023Shareofrespondents0%10%20%30%40%50%60%70%WebdevelopmentDevOps58.53%35.55%DatabasesoftwareAI/Machinelearning/DeeplearningMobiledevelopmentCloudcomputing27.5%24.6%23.37%22.62%UI/UX20.04%FunctionalprogrammingBigdata18.94%18.78%Cybersecurity16.29%15.29%13.51%10.73%ContainertechnologyGamedevelopmentBusinessintelligence7Description:In2023,thetechskillmostindemandbyrecruiterswaswebdevelopment.ThiswascloselyfollowedbyDevOpsanddatabasesoftwareskills.Interestingly,over16percentofrecruiterswereactivelyseekingindividualswithcybersecurityskills.Notfarbehind,AI/Machinelearning/Deeplearningrankedfourth,withapproximately25percentofrespondentsidentifyingitastheirmostsought-aftertechskill.Thesepreferencesalignwiththeskillsthatdevelopersworldwidearekeentoacquire,[...]ReadmoreNote(s):Worldwide;2022;18,200*;Developers

from131countriesandrecruitersfrom98countriesSource(s):CoderPad;CodinGameMostpopulartechnologiesworldwidein2023,byindustryMostpopulartechnologiesworldwide2023,byindustryShareofrespondentsJavaScript0%PythonReactNative20%JavaHTML/CSS40%.NET/C#Salesforce60%SQLPHPQADevOpsDataScience100%NoSQL80%120%AgricultureAviationBiotechnologyComputerSoftwareEducationEnergyFinancialservicesHealthcareHospitalityHumanResourcesInsurance95.15%4.05%3.33%23.08%20.66%29.83%23.18%20%56.92%2.69%25.35%43.66%21.49%17.49%27.78%22.29%24.44%9.94%21.52%48.88%23%23.05%13.21%45.93%44.3%27.63%32.69%19.7%9.63%11.65%14.8%66.67%95.9%11.36%0.822.4%6%InternationalAffairs8Description:In2023,theSQLprogramminglanguagewastheleadingtechnologyinthefinancialservices,healthcare,hospitality,nonprofit,andmarketingandadvertisingindustries.Meanwhile,forthecomputersoftwaresector,themostpopulartechnologieswereJavaScript,Java,andSQL.Formanufacturing,Pythonwasthemostpopulartechnologybecauseofitsautomationcapacities.ReadmoreNote(s):Worldwide;2023Source(s):DevSkillerCHAPTER

02Segment:MostpopulartechskillsMostpopulartechnologyskillsintheJavaScripttechstackworldwidein2022MostusedtechnologiesintheJavaScripttechstackworldwide202230%26.88%24.69%25%20%15%10%5%20.63%17.19%10.63%0%ReactNode.jsTypescriptAngularES610Description:Atechstackrepresentsacombinationoftechnologiesacompanyusesinordertobuildandrunanapplicationorproject.ThemostpopulartechnologyskillintheJavaScripttechstackin2022wasReact,chosenby26.8percentofrespondents.Node.jsrankedsecond,beingpreferredbyjustunder25percentofrespondents.ReadmoreNote(s):Worldwide;December1,2021toDecember1,2022;therewere209,249technicalassessmentssubmittedbydevelopersin54countriesSource(s):DevSkillerMostpopulartechnologyskillsintheJavatechstackworldwidein2022MostusedtechnologiesintheJavatechstackworldwide202240%35.46%35%30.42%30%25%20%17.28%15%10%5%8.67%8.16%JPA0%Java11SpringSpringBootMaven11Description:Atechstackrepresentsacombinationoftechnologiesacompanyusesinordertobuildandrunanapplicationorproject.ThemostpopulartechnologyskillintheJavatechstackin2022wasJava11,chosenbyoverathirdofrespondents,followedbySpringandSpringBoot.Mavenrankedfourthwithnearlyninepercentofrespondentsusingit.ReadmoreNote(s):Worldwide;December1,2021toDecember1,2022;therewere209,249technicalassessmentssubmittedbydevelopersin54countriesSource(s):DevSkillerMostpopulartechnologyskillsinthe.NETC#techstackworldwidein2022Mostusedtechnologiesinthe.NETC#techstackworldwide202235%30%25%20%15%10%5%28.67%23.33%19.5%14.67%13.83%0%.NETFrameworkASP.NET.NETCoreASP.NETMVC.NET512Description:Atechstackrepresentsacombinationoftechnologiesacompanyusesinordertobuildandrunanapplicationorproject.Themostpopulartechnologyskillinthe.NETC#techstackin2022was.NETFramework,chosenbynearly30percentofrespondents.ItwasfollowedbyASP.NET,.NETCoreandASP.NETMVC.ReadmoreNote(s):Worldwide;December1,2021toDecember1,2022;therewere209,249technicalassessmentssubmittedbydevelopersin54countriesSource(s):DevSkillerMostpopulartechnologyskillsinthedatabasetechstackworldwidein2022Mostusedtechnologiesinthedatabasetechstackworldwide202260%51.49%50%40%30%20%14.34%14.22%MSSQL14.1%10%0%5.85%MySQLHSQLDBPostgreSQLNoSQL13Description:Atechstackrepresentsacombinationoftechnologiesacompanyusesinordertobuildandrunanapplicationorproject.Themostpopulartechnologyskillinthedatabasetechstackin2022wasMySQL,chosenbymorethanhalfofrespondents.ItwasfollowedbyHSQLDB,whileNoSQLrankedfifth,chosenbyonly5.8percentofrespondents.ReadmoreNote(s):Worldwide;December1,2021toDecember1,2022;therewere209,249technicalassessmentssubmittedbydevelopersin54countriesSource(s):DevSkillerMostpopulartechnologyskillsinthewebdevelopmenttechstackworldwidein2022Mostusedtechnologiesinthewebdevelopmenttechstackworldwide202260%50%40%30%20%10%0%56.9%32.76%5.96%2.51%Sass1.88%LessHTMLCSSWCAG2.014Description:Atechstackrepresentsacombinationoftechnologiesacompanyusesinordertobuildandrunanapplicationorproject.Themostpopulartechnologyskillinthewebdevelopmenttechstackin2022wasHTML,chosenbynearly57percentofrespondents.CSSrankedsecond,beingpreferredbyalmostathirdofrespondents.ReadmoreNote(s):Worldwide;December1,2021toDecember1,2022;therewere209,249technicalassessmentssubmittedbydevelopersin54countriesSource(s):DevSkillerMostpopulartechnologyskillsinthePythontechstackworldwidein2022MostusedtechnologiesinthePythontechstackworldwide202260%52.71%50%40%30%17.95%20%10%0%11.59%Django8.87%8.87%Python3.xMongoDBDataanalysisPySpark15Description:Atechstackrepresentsacombinationoftechnologiesacompanyusesinordertobuildandrunanapplicationorproject.ThemostpopulartechnologyskillinthePythontechstackin2022wasPython3.x,chosenby52.7percentofrespondents.MongoDBrankedsecond,beingpreferredbynearly18percentofrespondents.ReadmoreNote(s):Worldwide;December1,2021toDecember1,2022;therewere209,249technicalassessmentssubmittedbydevelopersin54countriesSource(s):DevSkillerMostpopulartechnologyskillsinthePHPtechstackworldwidein2022MostusedtechnologiesinthePHPtechstackworldwide202235%32.9%31.61%30%25%20%15%10%5%15.48%11.29%8.71%0%PHP8PHP7LaravelDoctrineWordpress16Description:Atechstackrepresentsacombinationoftechnologiesacompanyusesinordertobuildandrunanapplicationorproject.ThemostpopulartechnologyskillinthePHPtechstackin2022wasPHP8,chosenbynearlyonethirdofrespondents.PHP7rankedsecond,beingpreferredbymorethan31percentofrespondents.ReadmoreNote(s):Worldwide;December1,2021toDecember1,2022;therewere209,249technicalassessmentssubmittedbydevelopersin54countriesSource(s):DevSkillerMostpopulartechnologyskillsinthedatasciencetechstackworldwidein2022Mostusedtechnologiesinthedatasciencetechstackworldwide202235%30.14%30%27.4%26.48%25%20%15%10%5%8.68%Spark7.31%0%MachineLearningDataanalysisPandasBigData17Description:Atechstackrepresentsacombinationoftechnologiesacompanyusesinordertobuildandrunanapplicationorproject.Themostpopulartechnologyskillinthedatasciencetechstackin2022wasmachinelearning,chosenby30.1percentofrespondents.Dataanalysisrankedsecond,beingpreferredby27.4percentofrespondents.ReadmoreNote(s):Worldwide;December1,2021toDecember1,2022;therewere209,249technicalassessmentssubmittedbydevelopersin54countriesSource(s):DevSkillerCHAPTER

03Segment:SoftwareskillsMostusedprogramminglanguagesamongdevelopersworldwideasof2023Mostwidelyutilizedprogramminglanguagesamongdevelopersworldwide2023Shareofrespondents30%0%10%20%40%50%60%70%JavaScript63.61%HTML/CSS52.97%Python49.28%48.66%SQLTypeScript38.87%Bash/Shell(allshells)32.37%30.55%27.62%JavaC#C++22.42%CPHP19.34%18.58%PowerShellGo13.59%13.24%19Description:Asof2022,JavaScriptandHTML/CSSwerethemostcommonlyusedprogramminglanguagesamongsoftwaredevelopersaroundtheworld,withmorethan63.6percentofrespondentsstatingthattheyusedJavaScriptandjustaround53percentusingHTML/CSS.Python,SQL,andTypeScriptroundedoutthetopfivemostwidelyusedprogramminglanguagesaroundtheworld.ReadmoreNote(s):Worldwide;May8,2023toMay19,2023;87,585respondents;Softwaredevelopers;*Multipleresponseswerepossible.

ReadmoreSource(s):StackOverflowMostpopularusesofAIinthedevelopmentworkflowamongdevelopersworldwideasof2023MostpopularusesofAIinthedevelopmentworkflowglobally2023Shareofrespondents30%

40%0%10%20%50%60%70%80%90%WritingcodeDebuggingandgettinghelpDocumentingcode82.55%48.89%34.37%LearningaboutacodebaseTestingcode30.1%23.87%Projectplanning13.52%10.09%CommittingandreviewingcodeDeploymentandmonitoringCollaboratingwithteammates4.74%3.65%20Description:Accordingtothe2023StackOverflowDeveloperSurvey,around83percentofdevelopersreportedthattheywerecurrentlyusingAItoolsforwritingcode.DebuggingandgettinghelpwasthesecondmostpopularuseforAItoolsamongdeveloperswitharound49percentofdeveloperscurrentlyusingitasof2023.ReadmoreNote(s):Worldwide;May8to19,2023;37,726respondents;CurrentlyusingSource(s):StackOverflowMostpopularresourcesforlearninghowtocodeamongdevelopersworldwideasof2023,byageMostpopularresourcesforlearningcodingamongdevelopersworldwide2023,byageOtheronlineresources(e.g.,videos,blogs,forum)School(i.e.,University,College,etc)CodingBootcampOnlineCoursesorCertificationBooks/PhysicalmediaFriendorfamilymemberColleagueOnthejobtrainingHackathons(virtualorin-person)100%90%80%70%60%50%40%30%20%10%0%Under18years18to24years25to34years35to44years45to54years55to64years65yearsorolder21Description:Accordingtothe2023StackOverflowDeveloperSurveythatdevelopersacrossallagegroupsrelyheavilyonotheronlineresourcessuchasvideos,blogs,andforumsfortheirlearningneeds.Thesecondmostpopularlearningresourceforthemajorityofthegroupswasonlinecoursesorcertifications,whichweremostpopularamongthoseaged25to34yearsand35to44years,witharound52percentand51percentofrespondents,respectively.Booksandphysicalmediaweremore[...]

ReadmoreNote(s):Worldwide;May8to19,2023;86,688respondentsSource(s):StackOverflowOnascalefrom0to4,whichassessmentmethodsallowyoutobestshowcasetechnicalskills?Preferredassessmentmethodsbydevelopersthathighlighttheirtechnicalskills20234.03.743.713.673.383.53.02.52.01.51.00.50.03.32.982.22TechnicaltestswithpracticalcodingquestionsTakehomeassessmentsLivecodinginterviews

Personalportofolio

Gamifieldtechnical

TechnicaltestswithPenand(discussion+code)teststheoreticalquestions

paper/whiteboardcodingtests22Description:Themostpreferredassessmentmethodbydevelopersduringarecruitingprocessin2023wasatechnicaltestwithpracticalcodingquestions.Atthesametime,respondentsalsopreferredtakehomeassessmentmethods.

ReadmoreNote(s):Worldwide;2023;18,200*;Developersfrom131countriesandrecruitersfrom98countriesSource(s):CoderPad;CodinGameWhatareyourmainchallengeswhenrecruitingdevelopers?Globalchallengeswhenrecruitingdevelopers2023Shareofrespondents0%10%20%30%40%50%60%FindingqualifiedcandidatesIdentifyingpotentialevenifcandidatesdon'thavetheperfectmatchingskillsetStandingoutfromothercompaniestoattracttalentClosingcandidates56.44%29.31%27.64%18.33%MatchingtheappropriatecandidatewiththerightjobRecruitingwithintighttimeframes16.73%15.71%13.53%MeetingrecruitmentvolumetargetsAligningwithhiringmanagers'demands/jobrequirementsKnowingdevelopers'cultureandmindsettoengagewiththemConductingtechnicalinterviews13.31%12.95%12.36%Evaluating/screeningcandidateswithouthavingthenecessarytechnicalskillsMitigatingbiasintherecruitmentprocess10.62%7.56%23Description:Themostimportantchallengeforrecruiterswhenhiringdevelopersin2023wasfindingthequalifiedcandidates.Atthesametime,12.36percentofrespondentswerestrugglingwithconductingtechnicalinterviews.ReadmoreNote(s):Worldwide;2023;18,200*;Developersfrom131countriesandandrecruitersfrom98countries;*14,000developersand4,200recruiters

ReadmoreSource(s):CoderPad;CodinGameLevelsofformaleducationforsoftwaredevelopers,worldwide,asof2023Globalformaleducationlevelsofsoftwaredevelopers2023Shareofrespondents0%5%2.14%10%15%20%25%30%35%40%45%Primary/elementaryschoolSecondaryschool9.98%Somecollege/universitystudywithoutearningadegreeAssociatedegree13.18%3.15%Bachelor`sdegree41.16%Master`sdegree23.03%Professionaldegree4.36%Somethingelse1.65%24/statistics/793568/worldwide-developer-survey-level-formal-educationAccordingtothesurvey,41.2percentofthesoftwaredevelopershadbachelordegreesandjustover23percenthadattainedaMaster'sdegreeofsomeformasof2023.Additionally,around4.4percenthadobtainedsomesortofaprofessionaldegree.ReadmoreNote(s):Worldwide;May11,2022toJune1,2022;89,184respondents;SoftwaredevelopersSource(s):Amazon;StackOverflowAverageannualsoftwaredevelopersalariesworldwidein2023,bycountry(inthousandU.S.dollars)Averageannualsoftwaredevelopersalariesglobally2023,bycountry10090.39077.438070605040302010063.4754.6852.3847.3546.95SwitzerlandUnitedStatesDenmarkNorwayGermanyAustraliaNetherlands25/statistics/1292279/annual-software-developer-salaries-by-countryAsofSeptember2023,theaverageannualsalaryforsoftwaredevelopersinSwitzerlandamountedtoover90thousandU.S.dollars.Bycontrast,annualsoftwaredevelopers'salariesinNetherlandswereapproximately47thousandU.S.dollars.

ReadmoreNote(s):Worldwide;2023Source(s):PayScaleCHAPTER

04Segment:CybersecurityskillsMostimportantsecurityskillsrequiredincompaniesworldwidein2023Mainsecurityskillsworldwide2023Shareofrespondents0%5%10%15%20%25%30%35%40%45%50%55%Identityandaccessmanagement(IAM)Cloudcomputing49%48%DataprotectionIncidentresponse44%44%DevSecOps36%Datacollectionandcorrelation(SIEM,SOAR)Threatdetectiontechnologies(IDS,IPS,UTM)Endpointsecurity(EDR,XDR)Threathunting33%31%30%29%28%27%VulnerabilityscanningPenetrationtestingVulnerabilitydiscoveryForensics24%20%NetworksegmentationVirtualization16%10%27Description:Whenaskedwhichsecurityskillsarethemostimportanttotheircybersecurityorganizations'needs,49percentofrespondentsplacedcloudcomputingintheirtopfiverequiredskills.Anotherskilllistedby33percentoftherespondentswasdatacollectionandcorrelation(SIEM,SOAR).ReadmoreNote(s):Worldwide;Q22023;2,178respondents;CybersecurityprofessionalswhoholdtheISACACertifiedInformationSecurityManager(CISM)certificationorhaveregisteredinformationsecurityjobtitlesSource(s):ISACA;LookingGlassMostdifficultcybersecurityrolestofillworldwidein2023Mostdifficultcybersecurityrolestofillworldwide2023Shareofrespondents0%5%10%15%20%25%30%35%40%45%44%50%CloudSecuritySecurityOperations44%NetworkSecurity37%SoftwareDevelopmentSecurityRiskManagement32%27%28Description:Themajorityoftherespondentsstatedthattheircompanyfounditthemostdifficulttohireindividualsforcloudsecuritypositionsin2023.Othercybersecurityjobsthatwereconsideredhardtofillworldwidewererelatedtosecurityoperations,networksecurity,softwaredevelopmentsecurity,andriskmanagement.ReadmoreNote(s):Worldwide;November2022;1,855respondents;ITandcybersecuritydecision-makersSource(s):FortinetBiggestskillgapsamongcybersecurityprofessionalsin2023Skillgapsamongcybersecuritypersonnelworldwide2023Shareofrespondents0%10%20%30%40%50%60%Softskills(communication,flexibility,leadership)Cloudcomputing55%47%Securitycontrols(endpoint,network,application,implementation)Codingskills35%30%30%28%27%Softwaredevelopment-relatedtopics(languages,machinecode,testing,…Data-relatedtopics(characteristics,classification,collection,processing,structure)Networking-relatedtopics(architecture,addressing,networkingcomponents)Networkoperations(configuration,performancemonitoring)Systemhardening21%21%20%PatternanalysisComputingdevices(hardware,software,filesystems)Donotknow10%9%8%Other(pleasespecify)29Description:Softskillssuchascommunication,flexibilityandleadershipwereconsideredtobethebiggestskillgapamongcybersecurityprofessionalsin2023.Bycontrast,onlytenpercentofrespondentsstatedcomputingdevicesskillasdisparity.

ReadmoreNote(s):Worldwide;Q22023;2,178respondents;CybersecurityprofessionalswhoholdtheISACACertifiedInformationSecurityManager(CISM)certificationorhaveregisteredinformationsecurityjobtitlesSource(s):ISACA;LookingGlassITsecurityskillsshortageworldwidein2023,byjobtypeGlobalITsecurityskillsshortage2023,byjobShareofrespondents0%5%10%15%20%25%30%35%40%40.1%45%ITsecurityadministratorITsecurityarchitect/engineerITsecurityanalyst/operator/incidentresponderApplicationsecuritytester35.6%35.5%26.8%ITsecurity/complianceauditorDevSecOpsengineer26.6%26.6%Risk/fraudanalyst25.7%30Description:Over40percentofrespondentsworldwideexpectedthebiggestshortageregardingITsecurityskillstobeforITsecurityadministratorsin2023.Bycontrast,onlyover25percentofrespondentsconsideredlackingriskandfraudanalysts.

ReadmoreNote(s):Worldwide;November2022;1,200respondents;RespondentswhohaveanITsecurityjobroleinanorganizationwithmorethan500employeesSource(s):CyberEdge;ISC2(ISC2Foundation)Whatimpactshavecertificationsmade?Impactmadebycertificationswhenrecruitingcybersecuritytalentworldwide2023Shareofrespondents30%0%10%20%40%50%60%70%80%IncreasedcybersecurityknowledgeBetterperformanceofdutiesCareergrowth72%62%55%Highersalary47%31Description:Morethansevenoutoftenrespondentsstatedthatindividualswhohadcybersecuritycertificationsin2023hadincreasedcybersecurityknowledge,whileanother62percentreportedperformingtheirdutiesbetteratwork.Inaddition,47percentofrespondentssaidthatcybersecuritycertificationsensuredhighersalaries.ReadmoreNote(s):Worldwide;November2022;1,855respondents;ITandcybersecuritydecision-makersSource(s):FortinetCHAPTER

05Segment:DemandedITskillsfromrecruiters'perspectiveMostdemandedtechnicalpositionsbyrecruitersworldwidein2023Mostdemandedtechnicalpositionsbyrecruitersworldwide2023Shareofrespondents0%10%20%30%40%50%60%Back-enddeveloper/engineerFull-stackdeveloper/engineerApplicationsdeveloperFront-enddeveloper/engineerDevOps55.04%54.33%45.12%42.78%38.1%Architect25.45%Tester20.3%Mobiledeveloper/engineerDatascientist/machinelearningProjectmanager17.8%17.56%17.17%DataorbusinessanalystProductmanagerCybersecurityengineer15.46%14.36%14.05%33Description:RecruitersworldwidestatedthatthemostdemandedITrolesfor2023wereback-endandfullstackdevelopers.DevOpsrankedfifthintermsofjobdemandfor2023.

ReadmoreNote(s):Worldwide;2022;18,200*;Developersfrom131countriesandrecruitersfrom98countriesSource(s):CoderPad;CodinGameHowmanydevelopersdoyouplantorecruitin2023Planstorecruitinformationtechnologydevelopers2023Shareofrespondents0%5%10%15%20%25%30%35%40%45%50%55%0-1011-5047.74%29.14%51-1009.03%101-200201-500Over5005.4%3.63%5.05%34Description:Inarecentglobalsurvey,acombined76.88percentofhumanresource(HR)professionalsstatedthattheywerelookingtohireupto50developersin2023.Developerscanhavedifferenttasksanddutiesatacompany.Somedevelopersdevelopapplicationsneededtoperformspecifictasksoncomputersandotherdevices.Otherdevelopersareresponsiblefordevelopingtheunderlyingsystemsthatcontrolnetworksandrundevices.

ReadmoreNote(s):Worldwide;2022;18,200*;Developersfrom131countriesandrecruitersfrom98countriesSource(s):CoderPad;CodinGameMostdemandedprogramminglanguagesbyrecruitersworldwidein2023Topprogramminglanguagesdemandedbyrecruitersworldwide2023Shareofrespondents0%10%20%30%40%50%60%JavascriptJava52.93%42.54%PythonTypescriptC#39.66%31.3%28.18%C++23.11%PHP18.97%C9.29%8.67%KotlinGo8.43%BashVB.NETSwift6.79%5.15%5.07%35Description:Themostdemandedprogramminglanguagesbyrecruitersin2023wereJavascriptandJava,withover40percentofrecruiterslookingtohirepeoplewiththoseprogrammingskills.Pythonrankedthird,withnearly40percentofrespondentssearchingforthisskillwhenhiring.ReadmoreNote(s):Worldwide;2023;18,200*;Developersfrom131countriesandrecruitersfrom98countriesSource(s):CoderPad;CodinGameWhichpositionsdoyouthinkyouwillstruggletosource/recruitin2023?Mostdifficulttechnicalpositionstorecruitworldwide2023,byITroleShareofrespondents0%5%10%15%20%25%30%35%Full-stackdeveloper/engineer30.44%Back-enddeveloper/engineer26%DevOps18.58%ArchitectApplicationsdeveloper15.77%15.61%Front-enddeveloper/engineer14.44%Datascientistormachinelearningspecialist8.9%Cybersecurityengineer6.32%5.31%4.68%TesterMobiledeveloper/engineerCTOSysadminOther4.61%4.29%4.22%36Description:Nearly19percentofhumanresourceprofessionalsstatedthatrecruitingDevOpswillbeachallengein2023.DevOpsreferstoasetofpracticesthatcombinessoftwaredevelopment(Dev)withinformationtechnologyoperations(Ops).UndertheDevOpsmodel,developmentandoperationteamsarethusnolongerseparated.Inotherwords,DevOpsincludesthecombinationofprocesses,tools,andmethodologiestodeliverapplicationsquicklyandefficiently.

ReadmoreNote(s):Worldwide;2022;18,200*;Developersfrom131countriesandrecruitersfrom98countriesSource(s):CoderPad;CodinGamePerceivedchallengesbyrecruitersworldwidewhenhiringremotelyin2023Recruitmentchallengeswhenhiringremotelyworldwide2023Shareofrespondents0%5%10%15%20%25%30%35%40%45%50%Evaluatingemotionalintelligence/softskills/teamculturefit46.88%Assessingcandidatestechnicalskillsonline28.19%Long-distanceonboardingDealingwithtechnicaldifficulties(unstableinternetconnection,unreliabletools,faultymaterial,etc.)26.13%26.06%24.65%22.73%Maintainingapositiveca