Application Engineer, AI Physics

Stack

Responsibilities

• ▹Build and ship AI Physics capabilities alongside the AI/ML team
• ▹Turn 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 workflows and technical constraints
• ▹Feed learnings from customer engagements back into the product roadmap
• ▹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
• ▹Willingness to travel occasionally to customer sites

Soft skills

About the company

Rescale is the leader in digital engineering, transforming how products are developed through intelligent automation, applied AI, data management and the world's largest network of engineering and R&D applications, serving industries such as aerospace, energy, life sciences and manufacturing.