About this role
The AI Productization Engineer turns AI and machine learning solutions into scalable, production-ready products by defining deployment, integration, and operational standards for moving capabilities from pilot to enterprise production. The role leads production readiness, develops reusable deployment and operational frameworks, defines model/versioning and rollback strategies, and partners with engineering, data science, and business teams to ensure reliability, scalability, and supportability.
Skills for this role
PythonSQLAzure DatabricksEnterprise AI platformsAzureAWSMLflowMLOps toolingAPI developmentEnterprise integration patternsDockerKubernetesCI/CD pipelinesProduction operationsObservabilityMonitoringEnterprise application integrationTerraformIntegration testingPerformance testingLocustSalesforce integrationServiceNow integrationSAP integrationAzure API ManagementAWS API GatewayApache AirflowDatabricks WorkflowsOpenTelemetryAgent-based solutions in production (AI agents)