Must-Have Skills
Bachelor's degree in Computer ScienceEngineeringMathematicsor related field10+ years across Data ScienceMLOpsSoftware/Platform Engineeringor related disciplines5+ years delivering production ML at scaleCI/CDInfrastructure as codeDockerKubernetesModel registriesFeature storesLineageMetadata managementAutomated testing for MLObservability for data and modelsCanaryBluegreenGenAIDatabricksAmazon Web Services
Nice-to-Have Skills
Advanced degreeDatabricksCanary/Bluegreen progressive deliveryShadow testingCompliance/audit documentationGenAI governance familiarityControls as code
Hard Skills
Bachelor's degree in Computer ScienceEngineeringMathematicsor related fieldData ScienceMLOpsSoftware/Platform Engineering10+ years across Data ScienceMLOpsSoftware/Platform Engineeringor related disciplines5+ years delivering production ML at scaleCI/CDTerraformCloudFormationDockerKubernetesModel registriesFeature storesLineageMetadata managementAutomated testing for MLObservability for data and modelsCanaryBluegreenGenAIDatabricksAmazon Web Services
Soft Skills
Executivelevel communicationstakeholder managementproblem-solvingleadershipsystems thinkingability to synthesize complex technical change into business outcomes
Certifications
Preferred
Professional Engineer LicenseSix Sigma Black Belt
Keywords for Your Resume
executive directorrisk managementconsumer and community bankinginnovation product managermlopsmodel registriesfeature storesdata scienceci/cdinfrastructure as codedockerkubernetesdatabricksamazon web servicescanarybluegreenshadow testinggenaicontrols as coderegulatory complianceauditingcost managementawsExecutive DirectorMLOpsDatabricksModel registriesFeature storesCanaryBluegreenGenAIAmazon Web ServicesCI/CD
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