CFD Engineer - AI Training

Mindrift (Toloka); United States; Remote; USD 62,000 - 95,000; Part time

Job summary

Mindrift (Toloka) is seeking a CFD specialist to train and evaluate AI agents on expert-level fluid simulations. You will take CAD geometry, set up and run simulations, and write Python checks to validate results.

This remote freelance role offers up to $69 per hour, with 10–20 hours per week during active phases. A strong CFD background and Python skills, plus English at B2+ level, will help you excel on real-world platform projects.

Qualifications

• Degree in Mechanical or Aerospace Engineering (PhD preferred but not required).
• Several years of hands-on CFD with OpenFOAM, ANSYS Fluent/CFX or STAR-CCM+ including meshing.
• Solid verification and validation practices: mesh-independence studies and benchmarking.
• Comfortable with Python and GitHub.
• English at B2 level or above.
• Nice to have aerospace/automotive/offshore or turbomachinery background; multiphase or particle-laden flow experience.

Responsibilities

• Train and evaluate AI agents on expert-level fluid simulations.
• Take CAD geometry, set up and run CFD simulations.
• Build verified reference solutions for benchmarks.
• Write Python checks to validate the agent's results.

Skills

CFD

OpenFOAM

ANSYS Fluent/CFX

STAR-CCM+

Python

GitHub

Meshing

Verification & Validation

English (B2+)

Education

Mechanical or Aerospace Engineering degree

PhD preferred

Tools

OpenFOAM

ANSYS Fluent/CFX

STAR-CCM+

Job description

About the role

Help train and evaluate AI agents on expert-level fluid simulation tasks. You'll take CAD geometry, set up and run simulations, build verified reference solutions, and write Python checks for the agent's results.

Requirements

• A degree in Mechanical or Aerospace Engineering, or a related field such as energy or oil & gas. A PhD is preferred but not required.
• Several years of hands-on industry or research CFD with OpenFOAM, ANSYS Fluent/CFX or STAR-CCM+, including meshing.
• Solid verification and validation practice: mesh-independence studies, and validation against experiment or benchmarks.
• Comfortable with Python and GitHub.
• English at B2 level or above.
• Nice to have: aerospace, automotive, offshore or turbomachinery background; multiphase or particle-laden flow experience.

Project time expectations

For this project, tasks are estimated to require around 10–20 hours per week during active phases, based on project requirements. This is an estimate, not a guaranteed workload, and applies only while the project is active.

Compensation

On this project, contributors can earn up to$69 per hour equivalent, depending on their level and pace of contribution.

Compensation varies across projects depending on scope, complexity, and required expertise. Please note that other projects on the platform may offer different earning levels based on their requirements.

Why this freelance opportunity might be a great fit for you?

• Work fully remote on your own schedule with just a laptop and stable internet connection.
• Apply your expertise to real-world technology projects while gaining experience building high-quality solutions for a global platform.
• Participate in performance-based bonus programs that reward high-quality work and consistent delivery.