Data & AI Platform Team Leader
ملخص الوظيفة
This role requires end-to-end ownership and a broad systems perspective from understanding customer needs and product requirements to enabling successful product delivery.
If youre looking for a meaningful opportunity to make a real impact on healthcare and help improve patients lives wed love to hear from you.
KeyResponsibilities
- LeadmentorandgrowateamofDataEngineersandSoftwareEngineers.
- Defineteamprioritiesroadmapandexecutionplansalignedwithbusinessandproductobjectives.
- Fosterengineeringexcellenceaccountabilitycollaborationandcontinuousimprovement.
- Driveeffectivecross-functionalcollaborationwithAlgorithmClinicalProductVerificationRegulatoryandSystemsEngineering teams.
- Establishtechnicalstandardsbestpracticesanddevelopmentprocesses.
- Leadthedesigndevelopmentandmaintenanceofenterprise-gradedatainfrastructuresupportingAIdevelopment.
- Owndatabasearchitecturedatarepositoriesandscalabledatamanagementsolutions.
- Drivesolutionsforclinicaldatacollectionanonymizationcurationannotationversioningtraceabilityandlifecyclemanagement.
- DevelopandmaintainintegrationswithinternalGEHealthCaresystemsanddatasources.
- Ensuresecurecompliantandefficientdataaccessmechanismsforglobaldevelopmentteams.
- Supportregulatorysubmissionsthroughreproducibleandauditabledatapreparationprocesses.
- Establishdatagovernancestandardsqualitycontrolsandoperationalexcellencepractices.
- LeaddevelopmentofsoftwareframeworksenablingintegrationofAItechnologiesintomultipleproductplatformsandoperating environments.
- DrivecreationofreusableSDKspluginsAPIsandservicesthataccelerateAIdeploymentacrossproducts.
- SupportintegrationofAIsolutionsintoLinuxandWindows-basedmedicaldeviceplatforms.
- DefineandmaintainAIintegrationarchitecturedeploymentmechanismsandcompatibilitylayers.
- Enablerapidprototypingandevaluationenvironmentsforalgorithmdevelopmentteams.
- Drivedevelopmentoftoolssupportingalgorithmexecutiondebuggingperformanceevaluationreproducibilityandportability acrosshostsystems.
- Establishautomatedtestingframeworkscoveringunitintegrationregressionperformanceandsystem-leveltesting.
- LeaddevelopmentofCI/CDpipelinesandreleaseinfrastructuresupportingtheAIsoftwarelifecycle.
- Ensuretraceabilityreproducibilitymaintainabilityandqualitythroughoutthedevelopmentprocess.
- Developinfrastructuresupportingalgorithmverificationsystemvalidationandintegrationtestingactivities.
- Driveengineeringbestpracticesforsoftwarequalityreliabilityscalabilityandmaintainability.
- Ensurealldevelopmentactivitiescomplywithmedicaldevicequalitysystemsandregulatoryrequirements.
- SupportprocessesalignedwithFDAregulationsdesigncontrolssoftwarelifecyclerequirementsverificationvalidationand traceability.
- EstablishinfrastructureandworkflowsthatenablecompliantandefficientAIfeaturereleases.
- PartnerwithRegulatoryQualityandProductteamstosupportauditssubmissionsandlifecyclemanagementactivities.
RequiredQualifications
- .
- 5yearsofexperienceinsoftwareengineeringdataengineeringplatformengineeringorrelateddisciplines.
- 2yearsofexperienceleadingtechnicalteams.
- Strongexperiencedesigningandoperatingdatamanagementplatformsandworkflows.
- Strongsoftwarearchitectureandsystemintegrationbackground.
- ExperiencebuildingandmaintainingAPIsSDKsservicesanddistributedsystems.
- StrongprogrammingskillsinPythonandmodernsoftwaredevelopmentpractices.
- DeepknowledgeofSQLdatabasesandlarge-scaledataprocessing.
- ExperiencewithautomatedtestingframeworksandCI/CDpipelines.
- Excellentleadershipcommunicationandstakeholdermanagementskills.
PreferredQualifications
- Experienceinmedicaldeviceshealthcaresoftwareorotherregulatedindustries.
- ExperiencesupportingAI/MLdevelopmentworkflowsandMLOpspractices.
- ExperienceintegratingAImodelsintoproductionproducts.
- KnowledgeofhealthcareandmedicalimagingstandardssuchasDICOMandFHIR.
- ExperiencewithLinuxandWindowsdevelopmentenvironments.
- ExperiencewithcloudplatformsandmodernDevOpstechnologies.
- FamiliaritywithFDAdesigncontrolssoftwarelifecycleprocessesandregulatoryrequirementsformedicaldevices.
WhyJoinUs
This role provides a unique opportunity to lead a highly impactful engineering team that enables the successful development integration validation and deployment of AI .
The job is open to men and women equally
Relocation Assistance Provided: No
Required Experience:
Manager
عن الشركة
GE HealthCare provides digital infrastructure, data analytics & decision support tools helps in diagnosis, treatment and monitoring of patients