About this role
As an AI Platform Engineer at Caterpillar, you will build and operate scalable AI infrastructure for data, training, evaluation, and MLOps. You will empower various AI teams to efficiently develop, validate, and manage models, ensuring reusability, traceability, and continuous evolution of data and models. This role is crucial for advancing AI capabilities in areas like perception, prediction, and optimization across Caterpillar's operations.
What we are looking for 6
- Develop and manage scalable AI data, training, evaluation, and MLOps infrastructure
- Build capabilities for data collection, processing, and unified management of sensor, vehicle, and operational data
- Establish dataset versioning, annotation workflows, and data quality mechanisms
- Construct reusable training tasks, compute scheduling, experiment tracking, and automated evaluation
- Implement MLOps practices including Model Registry, artifact management, and lifecycle traceability
- Ensure platform reliability, scalability, resource utilization, and developer experience