Rescale
Application Engineer, AI Physics
Remote Engineering role with clear candidate location fit.
PostedMar 13, 2026
Eligible countries3 accepted countries
Seniority signalOpen level
Work settingRemote
Accepted candidate locations
CanadaMexicoUSA
Role overview
Application Engineer, AI Physics
Requirements and responsibilities
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About Rescale
- 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
About Rescale
- 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
About Rescale
- This role includes direct customer engagement, particularly during POCs and early deployments
- Expect occasional travel to customer sites for deep technical working sessions, workshops, or critical milestones
- Travel is purposeful and tied to execution, not routine sales support
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