Application Engineer, Agentic Workflows
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Job Description
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Rescale is pioneering the future of engineering and scientific discovery. As the leader in digital engineering, they transform product development through intelligent automation, applied AI, data management, and integration of the world’s largest network of engineering and R&D applications. Joining Rescale means becoming part of a diverse, collaborative, and mission-driven team that accelerates innovation across industries like aerospace, energy, life sciences, and manufacturing.
Rescale is seeking a highly motivated Application Engineer, Agentic Workflows to build and deliver the next generation of AI Physics capabilities.
The role involves working directly with platform and AI teams to design and ship agent-based capabilities that operate on real engineering tools and data. You will also collaborate closely with customers to apply these agents to real workflows, ensuring the solutions are reliable, repeatable, and productizable.
This role is customer-facing but product-first. Work done in customer environments must translate into reusable product capabilities rather than one-off solutions.
Ideal for engineers who enjoy building real systems, integrating with complex engineering software, and turning early agent prototypes into durable platform capabilities.
What You’ll Do
Build and ship agent-driven automation across engineering and CAE workflows
Design and implement agents that interact with engineering tools, simulation data, and workflows
Encode engineering workflows as structured, agent-executable steps with clear inputs, outputs, and guardrails
Integrate agents into end-to-end pipelines as reusable capabilities rather than one-off scripts
Harden early agent use cases into deterministic, production-ready systems
Debug and resolve issues across agent logic, tool execution, data handling, and orchestration
Work directly with customer engineers to understand real workflows and technical constraints
Close gaps between real workflows and platform capabilities, feeding concrete learnings back into product direction
Operate as a builder first, with the ability to be forward-deployed on critical engagements when needed
Core Skill Set
Strong software engineering fundamentals, with heavy emphasis on Python
Hands-on experience building automation around engineering or technical software
Familiarity with CAE workflows, simulation data, and solver-driven processes
Experience building or deploying agent-based or LLM-driven systems
Experience orchestrating tools, scripts, or workflows across multiple systems
Ability to design deterministic, reliable automation around complex tools
Experience turning internal automation into reusable, product-grade components
Comfortable debugging across tool execution, data handling, and orchestration layers
Customer Engagement & Travel
This role includes direct customer engagement during agent deployments and early workflow rollouts. Expect occasional travel to customer sites for deep technical working sessions or critical milestones. Travel is execution-focused and tied to building and deploying real capabilities.
Why This Role Matters
AI Agent Applications Engineers ensure that agent-based automation is not just experimental, but reliable, usable, and embedded into real engineering workflows.
Your work will directly influence how engineering organizations adopt agent-driven automation and shape the core capabilities that become part of the platform.
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Rescale
View Company ProfileRescale is a cutting-edge technology company that specializes in cloud-based simulation and high-performance computing (HPC) solutions. The company provides a secure, scalable, and user-friendly platform for engineers, scientists, and researchers to run complex simulations, analyze large datasets, and optimize product designs. With its innovative approach to HPC, Rescale empowers organizations to accelerate their product development cycles, reduce costs, and improve overall efficiency. The company's platform supports a wide range of applications, including computational fluid dynamics, finite element analysis, and machine learning, making it an ideal solution for industries such as aerospace, automotive, energy, and healthcare. By leveraging its expertise in cloud computing, HPC, and artificial intelligence, Rescale is revolutionizing the way companies approach simulation, modeling, and data analysis, enabling them to make better-informed decisions, drive innovation, and stay ahead of the competition.
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