AWS experience preferred, with proficiency in a wide range of AWS services (e.g., EC2, S3, RDS, Lambda, IAM, VPC, CloudFormation)
AWS Professional level certification or graduate degree in robotics, engineering, computer science, or related field
Experience architecting Physical AI systems using simulation platforms (NVIDIA Omniverse, Isaac Sim) and AWS services (SageMaker, IoT Greengrass, VAMS) for robotic model training and digital twin deployment
Experience with generative AI and agentic workflows applied to industrial automation, including architecture design, model integration, and synthetic data generation
Familiarity with OpenUSD (Universal Scene Description), computer vision, and robotics safety engineering standards