Rescale

Application Engineer, AI Physics

Rescale2 weeks ago
Location

Remote (North America)

Workplace

Remote

Type

Full Time

Salary

USD 156,000 – 180,000

Level

Senior

Role

Application Engineer

Posted

Mar 13, 2026

Full TimeRemoteSenior

The role

Summary

Rescale is seeking an Application Engineer specializing in AI Physics to drive innovative product development at the intersection of machine learning, simulation workflows, and customer engineering. The role requires a hands-on engineer who can transform AI prototypes into scalable product capabilities while directly engaging with customers to understand and improve AI-driven engineering solutions.

What you'll do

AI Physics Product Development: Build and ship advanced AI Physics capabilities in collaboration with the Rescale AI/ML team, focusing on creating scalable and production-ready solutions.
Customer Workflow Integration: Transform customer simulation data into AI-ready pipelines, working directly with customer engineers to understand their technical requirements and constraints.
Proof of Concept Hardening: Execute and refine early AI Physics proof of concepts (POCs) to ensure they are repeatable, reusable, and meet production standards.
Technical Debugging: Diagnose and resolve complex technical issues across data preprocessing, machine learning models, inference, and workflow orchestration.
Product Roadmap Contribution: Provide actionable insights from customer interactions to inform and improve the product roadmap, bridging gaps between customer needs and product capabilities.

What we look for

Technical

Programming ProficiencyAdvanced Python programming skills with deep understanding of software engineering principles
Machine Learning SystemsDemonstrated experience with machine learning and data-driven systems in production environments
Data Pipeline EngineeringExpertise in building, modifying, and optimizing complex data pipelines and machine learning workflows

Education

Advanced Degree PreferredBachelor's or Master's degree in Computer Science, Engineering, Physics, or a related technical field

Experience

Simulation WorkflowsProven familiarity with engineering simulation workflows and complex engineering datasets
Customer Technical EngagementExtensive experience working directly with technical teams to solve complex engineering challenges

Skills

Required skills

PythonStrong software engineering skills with a heavy emphasis on Python programming
Machine LearningHands-on experience with machine learning and data-driven system design
Workflow OrchestrationAbility to debug and manage complex technical workflows across data, models, and systems

Nice to have

Cloud ComputingExperience with high-performance computing (HPC) and cloud infrastructure
Simulation TechnologiesBackground in engineering simulation technologies and computational methods

Compensation & benefits

Salary

USD 156,000 – 180,000 (annual)

Stock options

Available

Benefits

Equity Compensation

Stock options offering potential additional financial upside

Remote Work

Fully remote position with occasional purposeful travel for customer engagements

Interview process

  1. 1
    Initial Screening — Preliminary discussion to assess technical background and role alignment
  2. 2
    Technical Interview — In-depth technical assessment of AI, machine learning, and software engineering skills
  3. 3
    Customer Workflow Challenge — Practical problem-solving exercise simulating real-world AI Physics engineering scenarios
  4. 4
    Final Interview — Discussion with AI/ML team leadership to evaluate cultural fit and strategic thinking
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Rescale

Rescale

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Rescale is a cloud computing platform that provides high-performance computing (HPC) and simulation software solutions for engineering and scientific organizations. The company offers a managed cloud infrastructure and software suite that enables researchers and engineers to run complex computational simulations, including finite element analysis, computational fluid dynamics, and other engineering workloads. Rescale serves industries such as automotive, aerospace, energy, and manufacturing by reducing the complexity and cost of accessing powerful computing resources traditionally required for advanced simulations.

San Francisco, USAFounded 2011rescale.com

Tech Stack

Languages
Python
Frameworks
Machine Learning Frameworks
Databases
Data Management
Tools
Cloud Platforms
Other
Workflow Orchestration
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