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 • Markham, Ontario
Remote freelance role for Mechanical Engineers with Python skills to train and evaluate AI models on complex engineering problems.Flexible part-time hours available. Show more
Shape the future of finance as a Remote AI Engineer dedicated to innovative AI applications in workflow automation.Build and deploy cutting-edge AI systems to enhance compliance and operational eff... Show more
Lead the design, development, and delivery of Gen AI products and solutions using modern AI frameworks, AWS cloud services, and cloud-native architectures.Partner with cross-functional teams to bui... Show more
Canonical, a leader in open source software, seeks a Python and Kubernetes Software Engineer focused on Data, AI/ML, and Analytics Solutions.Collaborate on end-to-end data analytics solutions and c... 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
Shape the future of AI with your design expertise in multi-agent architectures and robust experience in Python.This role focuses on innovative solutions with Vertex AI and LLM frameworks.In your ro... Show more
An innovative company is seeking a skilled Aerospace Engineer to enhance AI models through the application of physics.This role allows you to work remotely, choose your projects, and set your own s... Show more
A leading software company is seeking a Forward Deployed Engineer to drive the modernization of applications with a focus on AI-assisted software development practices.This hybrid role requires ove... Show more
A technology consulting company is seeking an AI / ML Engineer or Data Scientist with over 3 years of experience in AI/ML development.The successful candidate will have a solid educational backgrou... Show more
Join our innovative team as an AI Cloud Engineer, focusing on custom AI platform services.Utilize your expertise in Python and cloud integration for enterprise applications.This role is dedicated t... Show more
Lead AI development and systems integration for a Canadian startup, focusing on NLP/ML solutions, engineering mentorship, and security compliance. Show more
Discover an exciting career as a Remote AI Engineer specializing in Large Language Models.Play a key role in developing AI-driven software solutions in a fully remote setting.Your expertise in AI/M... Show more
Elevate your career as an AI Solutions Engineer at Connor, Clark & Lunn Financial Group.Focus on building AI systems that enhance client interactions and operational efficiency.This role calls ... Show more
A technology solutions provider is looking for a Recruitment Account Manager to work in Toronto.The ideal candidate has a strong background in Generative AI, machine learning, and cloud technologie... Show more
A leading freelance marketplace in Canada is seeking an experienced AI Engineer to optimize and scale its AI-powered influencer marketing platform.You will enhance data pipelines for performance an... Show more
A global technology firm is seeking highly skilled AI Engineers to join their team.This remote position requires proficiency in programming languages like Python and experience in developing AI mod... Show more
Become an integral AI Developer in Toronto, specializing in Python, AWS, and Generative AI.This contract role offers a hybrid work environment while advancing your technical skills.This position is... Show more
Elevate your career as an Expert AI Engineer at Tangerine, specializing in LLM applications and microservice architecture.Drive secure and scalable AI solutions that matter.As an Expert AI Engineer... Show more
Join Rootly as an AI Engineer specializing in developing reliable AI-driven solutions for incident management.Use your LLM experience to shape the future of business reliability.As a Senior AI Engi... Show more
A rapid-growth technology firm in Toronto is seeking a Staff LLMOps Engineer to lead the design and optimization of large language model infrastructure on the cloud.The ideal candidate has over 6 y... Show more
){kind=logo}
