Remote Aerodynamics Expert — AI Research & Domain Evaluation

We are seeking a detail-oriented Remote Aerodynamics Expert — AI Research & Domain Evaluation ($80 - $150/hour, 100% remote) to join ZR Talent Group. Contributors in this role draw upon real-world mastery of Python, Aerodynamics to evaluate AI-generated deliverables, construct detailed grading rubrics, and guide post-training model alignment.

Prior experience building machine learning systems is not required—our research partners value authentic practitioner judgment, domain rigor, and clear analytical writing.

Key Responsibilities & Deliverables

• Solve and validate aerodynamic and fluid-dynamics problems.
• Translate physical requirements into computational models and solver-ready cases.
• Create or modify geometries, computational domains, and meshes.
• Define appropriate initial conditions, boundary conditions, fluid properties, and solver settings.
• Run CFD and aerodynamic-analysis workflows using command-line-accessible tools.
• Use Python to automate preprocessing, simulation execution, parameter sweeps, postprocessing, and validation.

Required Qualifications & Technical Criteria

• An MS or PhD in Aerospace Engineering, or Mechanical Engineering with an aerodynamics, fluid dynamics, or thermofluids specialization; or
• A BS in Aerospace or Mechanical Engineering plus at least 1–2 years of aero-specific professional or research experience.
• Strong understanding of fluid mechanics and applied aerodynamics.
• Experience formulating and executing CFD or aerodynamic analyses.
• Practical proficiency with Python.
• Practical background using at least one engineering tool or library that can be operated through a CLI, scripting interface, configuration files, or programmatic API.
• Ability to select and justify modeling assumptions, boundary conditions, mesh strategies, and solver settings.
• Ability to diagnose non-convergence, unstable solutions, incorrect results, and physically invalid outputs.
• Ability to communicate technical reasoning and engineering trade-offs clearly.
• Relevant tools may include Python, OpenFOAM, SU2, Gmsh, FEniCSx, Elmer, CalculiX, SciPy, or similar programmatic engineering software. Experience with an equivalent CLI-accessible tool is acceptable.
• Relevant Python tools may include NumPy, SciPy, pandas, Matplotlib, Jupyter, solver APIs, mesh-processing libraries, or domain-specific scientific packages. No single library is mandatory.
• Process
• Apply to the role and complete the screening questions.
• Complete an AI interview of approximately 30 minutes.
• Complete the hiring manager review.
• Compensation Structure
• Compensation is output-based. Experts are paid per task that meets the project specifications. The time required to complete each task may vary depending on the expert’s experience and workflow.
• Minimum submission requirements apply.
• Start Timeline & Availability
• We typically fill roles within 48 hours and are looking for experts who are ready to begin immediately. If selected, you will be expected to start your first task within 24–48 hours of completing onboarding.

Compensation, Remote Eligibility & Schedule

• Compensation Band: $80 - $150/hour
• Work Model: 100% Remote / Work From Home with flexible asynchronous scheduling
• Eligible Remote Locations: United States, Canada, United Kingdom, Australia, New Zealand, Ireland, and South Africa
• Current Openings: 100 active specialist positions
• Hiring Organization: ZR Talent Group
• Core Skills & Technologies: Python, Aerodynamics