AI Productization Engineer
About Us
Mercedes-Benz USA is responsible for the sales, marketing and service of all Mercedes-Benz and Maybach products in the United States. In our people, you will find tremendous commitment to our corporate values: 'PRIDE = Passion, Respect, Integrity, Discipline, and Execution'. Our products and employees reflect this dedication. We are looking for diverse top-notch individuals to join the Mercedes-Benz Team and uphold these hallmarks.
Job Overview
The AI Productization Engineer turns successful AI and machine learning solutions into scalable, supportable, production-ready products. This role defines the standards, integration patterns, deployment methods, and readiness processes needed to move AI capabilities from pilot to enterprise production. The ideal candidate brings expertise in software engineering, AI delivery, enterprise integrations, and production operations. This role serves as the bridge between innovation and long-term sustainable business value.
Responsibilities
- AI Productization & Production Readiness (60%) Lead the transition of AI and machine learning solutions from pilot to production.Develop reusable deployment, integration, and operational frameworks.Establish production readiness standards and supportability requirements.Define integration patterns connecting AI capabilities with enterprise business systems.Establish model and service versioning strategies, rollback procedures, and environment promotion workflows (dev → staging → production) with automated validation gates at each stage.Ensure solutions meet expectations for reliability, scalability, monitoring, and support.Drive consistency and repeatability across AI delivery efforts.Implement data validation and input contracts for AI pipelines to detect and handle upstream data changes before impacting model