LunitSeoul)ResearchEngineer·AutoMLDescriptionConqueringcancer through Al"efficientDecheviewourcookiespolicyascustomizeyourcookiessettingsLunit, a portmanteau of'Learning unit,'is amedicalAI software companydevotedtoprovidingAl-pcweredtotalcancercare.OurAIsolutionshelpdiscover cancerand predict cancer treatment outcomes,achievingtimely andindividuallytailoredcancer treatment.About theTeamAutoMLteamatLunitautomatesAI product developmentprocesses tostreamlinetime-consumingtasksandadvancecuttingedge AutoMLresearch.Bycombiningengineeringexpertise with stateof-the-art deeplearning techniques, our team plays an importantroleinacceleratingproductdevelopmentforcancerdetectionandtreatment.Join us in ourmissionto ConquerCancerThroughAlwhere your contributionswill directlyinfluenceAlinnovationsthat improve patientoutcomesworldwide.Inshort,we'reateamtbat maximizesAltech to*createAImodels*withextreme efficiency.About the PositionAs a researchengineer, you willwork closelywiththeteamtodevelopandoptimizeAlagentsforautomatingmedical AImodel research worklows.Yourrolewillinvolve implementing mdicalAlagentcoveringdataingestion, training,packagingandinference.You will collaboratewithbothresearchandengineeringteamstobringcutting-edgeAlresearchintoreal-world applications.Thispositionisidealforsomeonewith astrongresearch engineeringbackground and deep understandingof the Almodel development process.Roles&ResponsibilitiesDevelop and iimplement AIagentsto automatemedicalAI modelresearchworkflows.Integrate AutoMLpipelinesintoAlagent which includesdataingestion,model training,hyperparameteroptimization andinference.BuildrobustAlinfrastructureusingKubernetes,Docker,and cloudcomputingservices(GCP,AWS,Azure).Keep up with thelatestadvancements in AIagents,LLMs, and AutoMLresearch to driveinnovation.ToolsUsedDevelopmentRelated:Django,Django REST Framework,React, Next.js,MySQL,PostgreSQL,Redis,Celery,NginxMLFramework: PyTorch,OptunaInfrastructure: Google Cloud Platform,Kubernetes,Git,DockerGeneral:Slack,Confluence, JiraRequirementsQualifications3+ years of experienceinresearchengineeringin the Al industryMaster's orPh.D.in Computer Scienceor a related fieldProficiencyinPythongration testing,documentation, Git,collaborativecode development,andDockerHands-on experiencewith cloudplatforms,Kubernetes,and scalable AIinfrastructureAbility to collaboratein a cross-functionalresearch-engineeringenvironmentProvenabilitytotakeownershipanddriveprojectsfrom concept todeploymentPreferred ExperiencesFamiliaritywithweb development including bothbackend and frontendHands-on experiencein platform development,operations,or DevOpsExperience in Al agent developmentorLLM-basedautomation (e.g.,fine-tuning,prompt engineering)Knowledge of cloudcomputing services(GCP,AWS,or Azure)PublicationsinAlorcomputervisionconferences,oractiveparticipationintheresearchcommunityHow to ApplyCV(resume,freeformat)Hiring ProcessDocument Screening →Technical Interview(Teams)→Assignment →PTInterview→ Culture-fit Interview→ OnboardingAfter the finalinterview,we may proceed withreference checks ifneeded.Work Conditions andEnvironmentWork type: Full TimeWork location : Lunit HQ(5F,374,Gangnam-daero,Gangnam-gu,Seoul)Salary:AfterNegotiationETClfyoumisrepresentyourexperienceoreducationorprovidefalseorfraudulentinformationinorwithyapplication,it may begrounds forcancellation of theemployment.Lunitiscommittedinproviding the preferentialprocessing to those eligibleforemploymentprotection(nationalmrits and peoplewithdisabilities)relevanttorelatedlawsandregulations.BenefitsBenefits&PerksTheofficeisataveryconvenient location,justaminuteawayfromGangnamStation Exit3.MealAllowance is provided(up to 12,000KRWpermeal) whenworking atthe office.Upto300,000KRWiscoveredupon joining to decorateyour personalworkspace.Latest computer models,such as Macs and4K monitors areprovided andcanberenewedeverythree years.Seminar registrationfeesandbookpurchasesare covered.Regular in-house Al andmedical seminars areheld.Korean lessons are provided for Lunitians whodo not speakKorean as theirfirst language.In-houseEnglishlessons (akaLuniversal)is provided for Englishdevelopment.Accesstohigh-qualityAl learningresources&deeplearning DevOpssystem.Upto1.2millionKRWworthofbenefitspointscanbeclaimed annually.Holiday Allowancesare providedin theformof giftsor vouchers for KoreanNationalholidays,SeollalandChuseok.Congratulatory and Condolence allowances,alongwith paidtime off areprovided.Annual medicalcheckups andemployee accident insurance are provided.Expenses formonthlyemployeesgatheringsarepartially covered.
