Application Engineer, AI Physics

Rescale is pioneering the future of engineering and scientific discovery, transforming how products are developed through intelligent automation and applied AI. The Application Engineer, AI Physics will build and deliver AI Physics capabilities, working closely with the AI/ML team and engaging with customers to apply these capabilities to real simulation data and workflows.

Responsibilities:

• Build and ship AI Physics capabilities alongside the Rescale AI/ML team
• Turn real customer simulation data into AI-ready pipelines using the core AI Physics product
• Execute and harden early AI Physics POCs so they are repeatable, reusable, and production-ready
• Debug and resolve issues across data preprocessing, models, inference, and workflow orchestration
• Work directly with customer engineers to understand their workflows and technical constraints
• Close gaps between customer workflows and product capabilities, feeding concrete learnings back into the product roadmap
• Act as a builder first, with the ability to be forward-deployed on critical customer engagements when needed

Requirements:

• Strong software engineering fundamentals, with heavy emphasis on Python
• Hands-on experience with ML or data-driven systems in production contexts
• Familiarity with simulation workflows and engineering data
• Experience building and modifying data pipelines and ML workflows
• Ability to debug complex issues across data, models, and workflow orchestration
• Comfortable working directly with customer engineers on technical problems