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 • Brampton, Ontario
Freelance Contractor to join DataAnnotation to train AI models.You will measure the progress of AI chatbots, evaluate their logic, and solve problems to improve the quality of each model.Give AI ch... Voir plus
An innovative AI start-up is looking for a Prompt & Agentification Engineer Intern to work remotely and collaborate on critical AI projects.This Master’s level internship requires strong data analy... Voir plus
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... Voir plus
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... Voir plus
Elevate your career as an AI Engineer responsible for pioneering AI solutions that transform business workflows.Focus on deploying scalable AI initiatives integrating modern technologies to meet st... Voir plus
Title: Design Specialist - Tooling PET (G)|.Husky TechnologiesTM a company with a strong foundation built on innovation, close customer relationships, a strong sense of community and a unique cultu... Voir plus
A leading AI consultancy is seeking experienced Software Engineers to assist in creating training datasets for AI models.This part-time role, based in Canada, demands a minimum of 2 years' experien... Voir plus
Elevate your impact as an AI Engineer focused on Generative AI technologies and data science.Leverage your experience in Python and modern AI solutions to excel in this role.This position requires ... Voir plus
A tech solutions provider is seeking an experienced professional for an Apps Development role focusing on GenAI technologies.The ideal candidate has 8-10 years of experience and strong expertise in... Voir plus
Choosing Capgemini means choosing a company where you will be empowered to shape your career in the way you’d like, where you’ll be supported and inspired by a collaborative community of colleagues... Voir plus
A leading AI consultancy is seeking a Civil Engineer with Python experience for a freelance AI Trainer role.This part-time remote position involves collaborating on advanced AI projects, generating... Voir plus
Spearhead AI prototyping projects as a skilled Developer specializing in experimentation.This remote position focuses on transforming high-risk AI ideas into working prototypes at the forefront of ... Voir plus
At BioRender, we don’t settle for average, and neither should you.We’re building tools that transform how scientists communicate complex ideas, and we need someone who’s ready to turn ambitious ide... Voir plus
A technology solutions company is seeking a Python Developer to design and maintain cloud deployment pipelines and automation workflows.With an emphasis on sustainability, this remote role involves... Voir plus
A leading global AI firm is seeking an AI Content Trainer for a part-time, remote role.You will create high-quality training data and provide instructional feedback to refine AI models.Ideal candid... Voir plus
Join Citi as a Hybrid Vice President focused on AI-driven Python engineering in Mississauga.Play a pivotal role in developing advanced Generative AI solutions that enhance business efficiency.Citi ... Voir plus
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... 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
This is a development position within the Technology organization responsible for building and supporting modern software solutions leveraging Python, microservices, APIs, event-driven architecture... Voir plus
A leading HR Tech company is seeking a Senior LLMOps to design and manage the infrastructure for a conversational AI platform.This remote role focuses on ensuring ML systems are scalable and effici... Voir plus
){kind=logo}
%20AG){kind=logo}
