Please submit your CV in English and indicate your level of English proficiency.
Mindrift connects specialists with project-based AI opportunities for leading tech companies, focused on testing, evaluating, and improving AI systems. Participation is project-based, not permanent employment.
What this opportunity involves
You design computational engineering problems to challenge a frontier AI model. The problem must have an answer verifiable by code, and the problem has to require a specialized tool like OpenSeesPy, CalculiX, YADE, bempp-cl, or others. Generic numerical libraries on their own won't cut it. Each problem runs inside a sealed Linux container with the tool pre-installed and a programmatic judge that grades the model's answer.
As an expert author, you:
• Pick an anchor tool and design a problem that hinges on its solvers, simulation kernels, or domain-specific models.
• Write a Python reference solution, supply input files and geometry definitions where needed.
• Decide the numerical answer and how close the model needs to get — with a domain-appropriate tolerance — to count as right.
• Test the problem against the model in batches of parallel attempts, tuning the problem difficulty until the agent only succeeds in a small number of attempts.
• Once you're happy with the task, and it scores within range, the task goes to a senior reviewer in your subfield. They will provide feedback to ensure task quality is high.
Calibration requires patience. You're tuning the problem against batches of parallel runs of the agent, aiming for a pass rate in the 10–30% band. Reaching that means rewriting load cases, tightening boundary conditions, and watching how the agents act. You'll learn how these agents cut corners, where a simulation stalls, where a solver converges. This time compounds in two directions. You come out of each task with deeper command of the anchor tool itself, and also get a hands-on working intuition for how a frontier model navigates complex structural and geotechnical problems.
What we look for
This opportunity is a good fit for engineers with an experience in python open to part-time, non-permanent projects. Ideally, contributors will have:
• Degree in Civil Engineering or related field;
• 2+ years of research, applied, or teaching experience;
• Python proficiency for writing reference solutions;
• Fluency with — or strong willingness to independently learn — at least one scriptable civil engineering package: OpenSeesPy, CalculiX, YADE, bempp-cl, or similar tools from the broader engineering catalogue;
• Ability to design problems that genuinely require a specialized solver;
• Strong written English (C1+).
No prior experience with the listed tools? You're still welcome to apply — as long as you're ready to get up to speed on your own and hit the ground running.
How it works
Apply → Pass qualification(s) → Join a project → Complete tasks → Get paid
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 $39 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.
Remote Civil Engineer & Python Expert - Freelance AI Trainer • Red Deer, Alberta
Delivering with Uber is an alternative to a part-time or full-time job and can get you earning cash quickly.Delivering with Uber allows you to earn quick cash while maintaining the flexibility your... Voir plus
Delivering with Uber is an alternative to a part-time or full-time job and can get you earning cash quickly.Delivering with Uber allows you to earn quick cash while maintaining the flexibility your... Voir plus
Since its launch 5 years ago, over 50MN users have earned and withdrawn over $150MN! The platform is rated 4.TrustPilot with over 230k+ reviews, establishing Freecash as one of the highest rated op... Voir plus
Superprof is Canada's #1 tutoring platform, and we're actively recruiting passionate tutors! Whether you're a student, a professional, or simply someone who loves teaching, join the largest communi... Voir plus
Delivering with Uber is an alternative to a part-time or full-time job and can get you earning cash quickly.Delivering with Uber allows you to earn quick cash while maintaining the flexibility your... Voir plus
Superprof is Canada's #1 tutoring platform, and we're actively recruiting passionate tutors! Whether you're a student, a professional, or simply someone who loves teaching, join the largest communi... Voir plus
Discover an exciting Freelance Recruiter role where you can work remotely.Earn between $3,000-$11,000 for each successful candidate placement through a dynamic collaborative platform.Ideal for inde... Voir plus
Get paid for testing apps, games and surveys.Almedia runs a dynamic platform where users earn money online by completing tasks, playing games, and filling out surveys.Since our launch 5 years ago, ... Voir plus
Looking for people to participate in taking online surveys for Fortune 500 brands.All you need to do is complete online surveys by sharing your opinion.You will help influence brand decisions on se... Voir plus
Get paid for testing apps, games and surveys.Almedia runs a dynamic platform where users earn money online by completing tasks, playing games, and filling out surveys.Since our launch 5 years ago, ... Voir plus
Superprof is Canada's #1 tutoring platform, and we're actively recruiting passionate tutors! Whether you're a student, a professional, or simply someone who loves teaching, join the largest communi... Voir plus
Delivering with Uber is an alternative to a part-time or full-time job and can get you earning cash quickly.Delivering with Uber allows you to earn quick cash while maintaining the flexibility your... Voir plus
Looking for people to participate in taking online surveys for Fortune 500 brands.All you need to do is complete online surveys by sharing your opinion.You will help influence brand decisions on se... Voir plus
Looking for people to participate in taking online surveys for Fortune 500 brands.All you need to do is complete online surveys by sharing your opinion.You will help influence brand decisions on se... Voir plus
Remote Recruiter Opportunity | Work Global Client Roles | Earn $3,000-$11,000 Per Placement.Work remotely from anywhere in the world.Recruiters across the world are leaving traditional agencies.Ins... Voir plus
Superprof is Canada's tutoring platform, and we're actively recruiting passionate tutors! Whether you're a student, a professional, or simply someone who loves teaching, join the largest community ... Voir plus
Play a pivotal role in water sustainability as a Solution Specialist in Calgary, enhancing AI-driven project delivery.Engage with innovative tools that improve community workflows and resource mana... Voir plus
Delivering with Uber is an alternative to a part-time or full-time job and can get you earning cash quickly.Delivering with Uber allows you to earn quick cash while maintaining the flexibility your... Voir plus
Get paid for testing apps, games and surveys.Almedia runs a dynamic platform where users earn money online by completing tasks, playing games, and filling out surveys.Since our launch 5 years ago, ... Voir plus
Get paid for testing apps, games and surveys.Almedia runs a dynamic platform where users earn money online by completing tasks, playing games, and filling out surveys.Since our launch 5 years ago, ... Voir plus
