End client - Caterpillar Deploying large-scale SIL (Software-in-the-Loop) & ML experiments on AWS is a challenging problem. Caterpillar requires a highly skilled Architect who can provide technical direction to the team and drive successful experiment deployment. Key Responsibilities: • Collaborate within the Caterpillar Incubation Team’s software framework. • Generate autonomy requirements and design experiments for SIL & ML. • Build software systems to deploy, manage, and monitor experiments. • Launch SIL & ML/AI experiments to support engineering decision-making. • Develop and maintain reusable ML pipelines to test various techniques and strategies. • Define and implement AWS experiment deployment strategies and related software solutions. • Create and maintain a knowledge base of experiment results, presented through dashboards. • Partner with the 1A Data Pipeline, Perception, and Planning Teams to gather and refine requirements. Required Skills & Experience: • Strong background in cloud development, particularly AWS. • Proven experience architecting and deploying large-scale ML/AI and SIL systems. • Expertise in designing and building reusable ML pipelines. • Experience with data visualization and dashboard creation. • Ability to work with cross-functional engineering teams. • Excellent problem-solving and communication skills. Preferred: • Experience in autonomy systems or autonomous vehicle testing frameworks. • Familiarity with Caterpillar’s engineering and experimentation processes.