Mechanical Engineering Expert for AI Training
Listing checked September 7, 2026 · pay as published by Micro1
Overview
This contract role places you at the center of an AI training initiative, where your mechanical engineering expertise will shape how models understand physical systems. You will create, solve, and validate engineering problems spanning structural, thermal, and multiphysics domains, often translating real-world requirements into computational models. The work is fully remote with a flexible schedule of about 15 hours per week, and you will use Python and CLI-driven tools like CalculiX or Gmsh to prepare simulations, analyze results, and ensure physical accuracy. If you enjoy applying deep engineering judgment to complex problems and have a knack for scripting, this could be a great fit.
What You'll Do8
- 1Develop and solve mechanical engineering problems involving design, analysis, simulation, testing, or R&D, ensuring solutions meet physical and design constraints.
- 2Convert physical systems and engineering requirements into analytical or computational models, including generating geometry, meshes, materials, loads, and boundary conditions.
- 3Run structural, thermal, dynamic, fatigue, buckling, vibration, or multiphysics analyses using Python scripts to automate model setup, parameter sweeps, and postprocessing.
- 4Evaluate simulation outputs such as stress, strain, displacement, temperature, heat flow, and safety factors, comparing them with hand calculations or experimental data.
- 5Troubleshoot issues like invalid geometry, mesh failures, convergence problems, or unrealistic results, and adjust models accordingly.
- 6Review AI-generated engineering solutions to spot reasoning errors, incorrect assumptions, or violated physical constraints, and provide clear feedback.
- 7Create reproducible reference solutions and objective validation checks to ensure accuracy and consistency.
- 8Iterate on designs to improve performance, mass, strength, stiffness, thermal behavior, reliability, or manufacturability.
Requirements8
- 1MS or PhD in Mechanical Engineering or a closely related field, or a BS plus 1-2 years of professional experience in design, analysis, simulation, testing, or R&D.
- 2Strong grasp of applied mechanics and core mechanical engineering principles.
- 3Hands-on experience building analytical, computational, or simulation-based solutions.
- 4Practical proficiency with Python, including libraries like NumPy, SciPy, SymPy, pandas, Matplotlib, or Jupyter.
- 5Familiarity with at least one engineering tool that can be operated via CLI, scripting, config files, or API, such as CalculiX, Gmsh, Elmer, FEniCSx, CadQuery, OpenSCAD, or OpenFOAM.
- 6Ability to justify loads, boundary conditions, material properties, and model fidelity based on physical reasoning.
- 7Skill in diagnosing simulation issues and judging whether results are physically plausible.
- 8Clear communication of engineering decisions, limitations, and trade-offs.
Who Should Apply
This role suits a mechanical engineer who thrives on technical challenges and enjoys working with code to solve physical problems. You likely have a graduate degree or solid industry experience, and you are comfortable scripting simulations rather than relying solely on graphical interfaces. If you prefer a flexible, remote contract that lets you choose your hours, this could be a good match. However, if your experience is limited to GUI-based tools or you lack Python proficiency, you may struggle. Candidates often get rejected when they cannot demonstrate CLI or scripting experience, or when their engineering fundamentals are shaky. Be ready to show how you have used code to set up and analyze simulations in past projects.
Salary Insight
The pay rate is $50 to $100 per hour, though compensation is output-based, meaning you are paid per task that meets specifications. The time per task varies, and minimum submission requirements apply. Exact pay is discussed during the process.
Pay and demand for Mechanical Engineering roles
AggregatedTypical pay
$70/hour
This role
$80–$130/hr
Most Mechanical Engineering roles pay $50–$100 per hour. This role's pay sits above that range.
Based on 644 similar roles that publish pay · 105 publish only a top rate; those count at the rate they gave
Rates shown per hour. Yearly and monthly pay converted; one-time fees and non-USD pay are not included.
- Live similar roles
- 730
- Listed in last 30 days
- 324
- Remote
- 97%
Hiring most right now: micro1 (378) · Mercor (117) · SME Careers (114)
Most requested skills · share of roles
- python15%
- llm evaluation7%
- ai training6%
- quality assurance6%
Figures from Mechanical Engineering roles live on NearSkill when this page loaded. A role can close before you apply, so check the listing itself.
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Compensation
$80–130/hr
Required Skills
Application Tip
In your application, highlight specific projects where you used Python to automate simulations or analyses. Mention the exact tools you used (e.g., CalculiX, Gmsh) and quantify any improvements, such as reduced setup time or increased accuracy. This will demonstrate your fit for the role's scripting and problem-solving demands.
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