Engineering Design and Simulation; CAD & Simulation Consultant; Aerospace​/Mechanical​/Electrical Engineering

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We are building a benchmark of physical engineering design tasks across mechanical, electrical and aerospace engineering. Each task describes what a device must do. An AI agent then uses open-source engineering tools in a sandbox to deliver a design, and an automated grader checks whether it works. You will help create the tasks and graders that measure how well frontier AI models can do real engineering design work.

We are seeking experienced mechanical, electrical and aerospace engineers to design, build and review simulation-led engineering tasks. You will turn real engineering problems into precise, measurable briefs, and write the graders and reference solutions that check them. The role needs strong engineering fundamentals, hands-on simulation experience, and the ability to produce clear, reproducible work.

• Strong proficiency in CAD engineering and simulation tools
• Candidates must have a minimum of 5+ years of experience working in CAD engineering and simulation-focused organizations
• Strong aerospace/mechanical/electrical engineering fundamentals
• Hands-on experience with modeling, simulation, or design projects
• Analytical mindset with strong problem-solving skills
• Ability to work independently in a fast-paced environment
• Robust engineering problem definition
• Modelling and simulation
• Analytical validation and sanity checking
• Design trade-off analysis
• Technical documentation
• Peer review and quality assessment
• Clear communication of assumptions and engineering decisions
• Proficiency in the following tools as per their domain:
• CAD:
  FreeCAD, Cad Query, build
  123d (STEP output)
• Structural:
  Gmsh + CalculiX;
• Motion:
  Mu Jo Co  or another scripted multibody simulator that supports closed loops
• Electrical: ngspice, KiCad; open PDK flows (e.g. SKY
  130 with Magic / KLayout) for IC layout
• Aero / fluids: XFOIL, AVL, OpenVSP / VSPAERO, XFLR5, MachUpX;
  OpenFOAM where the budget allows

• 5 + years of professional experience in mechanical, electrical or aerospace design and simulation
• Strong engineering fundamentals and the ability to define a problem robustly
• Hands-on experience with modelling, simulation and design projects
• Proficiency in open-source tools for your domain:
• CAD:
  FreeCAD, Cad Query, build
  123d (STEP output)
• Structural:
  Gmsh + CalculiX;
• Motion:
  Mu Jo Co  or another scripted multibody simulator that supports closed loops
• Electrical: ngspice, KiCad; open PDK flows (e.g. SKY
  130 with Magic / KLayout) for IC layout
• Aero / fluids: XFOIL, AVL, OpenVSP / VSPAERO, XFLR5, MachUpX;
  OpenFOAM where the budget allows
• Python scripting for automation, analysis and result processing
• Analytical validation and sanity checking
• Clear technical documentation and communication of assumptions

• PhD or MSc in a mechanical, electrical or aerospace discipline
• Experience writing automated graders, test suites or verification scripts
• Experience with Docker and headless tool pipelines
• Prior experience at leading aerospace or engineering companies
• Commitment: minimum 20 hrs/week (including weekends), up to 60 hours in total for the project
• Employment type:
  
  Freelance