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 • St Thomas, Ontario
Join Team CARFAX as a Senior Platform Engineer – ML Infrastructure.We are looking for a seasoned Senior Platform Engineer to join our platform team and take an active role in designing, scaling, an... Show more
Lead transformative AI solution initiatives as Director, blending technical expertise with strategic insight.Your role is to ensure scalable, secure architecture in AI implementations.As a senior l... Show more
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... Show more
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... Show more
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... Show more
You might not know our name, but companies like eBay, Spotify, Klarna, Uber, and Sony do, because we’re behind many of the digital experiences you use every day.We are where the world checks out, e... Show more
Mobile Developer – ERP & AI Systems.Build the mobile system that supports real‑world flight operations.ITPS is developing a Flight School Management System (FSMS)—a full‑scale ERP platform for trai... Show more
Drive the future of video recommendations at TikTok as a Senior Machine Learning Engineer.Your expertise will help optimize user experiences and foster creativity on our platform.In this pivotal ro... Show more
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... Show more
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... Show more
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... Show more
At EY, you’ll have the chance to build a career as unique as you are, with the global scale, support, inclusive culture and technology to become the best version of you.And we’re counting on your u... Show more
Mobile Developer – ERP & AI Systems.Build the mobile system that supports real-world flight operations.ITPS is developing a Flight School Management System (FSMS) - a full-scale ERP platform for tr... Show more
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... Show more
Leverage your expertise as a Senior Software Engineer at Trackunit, crafting innovative solutions on the IrisX platform.Be part of an agile team ready to drive real impact in the construction indus... Show more
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... Show more
This is a senior leadership role within a central technology enablement team, responsible for shaping how AI solutions are designed at the earliest stages of strategic opportunities.As a Director, ... Show more
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... Show more
A global professional services firm located in London, Ontario, is seeking a Snowflake Data Architect to lead architecture efforts for the Snowflake platform.The role requires 8+ years of experienc... Show more
MCIS Language Solutions is seeking a Freelance Interpreter proficient in English and Nepali to provide interpretation services across various community settings.Responsibilities include assisting i... Show more
%20Ltd.){kind=logo}
