Engineering Design Specialist – Simulation‑Based AI Training

About the role

We are seeking an Engineering Design Specialist to create challenging, simulation‑based design problems that train and evaluate advanced AI models. The role involves crafting realistic engineering tasks where models must make trade‑offs, size components, and iterate against physics‑based simulators to meet competing specifications.

Key responsibilities

• Design and validate simulation‑based engineering problems that require genuine design reasoning, with clear constraints and optimization goals.
• Produce complete problem sets, including reference solutions, near‑miss variants, edge cases, and thorough documentation.
• Ensure appropriate difficulty levels by incorporating multiple failure modes.
• Collaborate with AI researchers to refine problems based on model performance and feedback.

Required profile

• Experienced engineer with deep design expertise in at least one engineering domain.
• Proven ability to create realistic, simulation‑driven design challenges.
• Strong analytical skills to define constraints, objectives, and evaluation metrics.

Required skills

• Simulation‑based design and validation.
• Physics‑based simulation tools.
• Domain expertise in one or more tracks such as analog/mixed‑signal IC design, power electronics, RF/microwave, digital system design, FPGA/ASIC, embedded systems, structural/thermal/fluid system design, mechanism design, HVAC, vibration/dynamics, manufacturing process design, reactor design, process optimization, control system design, state estimation, nonlinear control, materials selection, optical system design, photonic device design, aerospace aerodynamic design, propulsion sizing, orbital mechanics, civil/structural design, seismic loading, nuclear reactor core design, thermal‑hydraulics, renewable energy system sizing, systems architecture trade studies, robotics kinematic/dynamic design, etc.