Role Overview

We are looking for experienced engineering professionals to create and validate challenging, simulation-based engineering design problems for advanced AI systems.

You will work across electrical, mechanical, aerospace, control systems, and robotics. The role involves developing complex engineering tasks, configuring open-source simulation tools, examining AI-generated solutions, identifying technical failures, and building objective evaluation methods.

What You’ll Do

- Create original engineering design problems with competing constraints, clear optimization targets, validated reference solutions, and objective graders.

- Build and test problem environments using open-source simulation tools and custom Python test benches.

- Review AI-generated code, outputs, and execution logs across repeated trials.

- Identify failure patterns such as incorrect simulator interpretation, premature convergence, and physically impossible designs.

- Refine task difficulty using model-performance results while keeping problems clear and technically complete.

- Collaborate with AI researchers, engineering experts, and project leads.

- Ensure physical plausibility, unit consistency, appropriate boundary conditions, and reliable convergence criteria.

- Produce clear technical documentation for each task and its evaluation process.

Requirements





- Master’s degree or PhD in Electrical, Mechanical, Aerospace, or a closely related engineering discipline.

- At least 10 years of hands-on engineering design experience.

- Strong Python scripting skills.

- Proficiency with at least one relevant open-source simulation tool, such as ngspice, PySpice, OpenFOAM, FEniCSx, CalculiX, python-control, CadQuery, build123d, OpenModelica, Cantera, or Gmsh.

- Experience working with contemporary LLMs or coding agents.

- Familiarity with AI evaluation concepts such as pass@k, failure-mode analysis, and nondeterministic behavior.

- Ability to review execution logs and identify reasoning, coding, or tool-use failures.

- Excellent attention to technical accuracy, documentation, and detail.

- Reliable computer and stable high-speed internet connection.

Engagement Details

- Remote contract open to candidates in Bangladesh, India, Indonesia, Egypt, Ghana, Nigeria, Turkey, Brazil, and Colombia.

- 12-week engagement with an immediate start.

- 40 hours per week with at least four hours of PST overlap.

- Compensation is $500 per approved task. Each task is expected to require approximately 30 to 40 hours.

- 60 positions available.

Pay: ₹1,173.00 - ₹1,440,000.00 per hour

Work Location: Remote

📌 LLM Engineering Expert (India)
🏢 Cograde
📍 India