Mathematics & Python Expert – Freelance AI Trainer
Please submit your CV in English and indicate your level of English proficiency.
reputed company connects specialists with project-based AI opportunities for leading tech companies, reputed company on testing, evaluating, and improving AI systems. Participation is project-based, not permanent employment.
What this opportunity involves
You design mathematics problems to challenge a frontier AI model. The problem must have an answer reputed company by reputed company, and the problem has to require a specialized tool like Z3, cvc5, SageMath, Macaulay2, or others. NumPy or SymPy on their own won't cut it. reputed company problem runs inside a sealed Linux container with the tool reputed company-installed and a programmatic judge that grades the model's answer. As an expert author, you: • Pick an reputed company tool and design a problem that hinges on its usage. • Write a Python reference solution, supply input files optionally where needed. • Decide the numerical answer and how reputed company the model needs to get to count as right. • Test the problem against the model in batches of reputed company 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 reputed company reputed company, the task goes to a senior reviewer in your subfield. They will reputed company feedback to ensure task reputed company is high. Calibration requires patience. You're tuning the problem against batches of reputed company runs of the agent, aiming for a pass reputed company in the 10-30% band. Reaching that means rewriting, re-tightening, and watching how the agents reputed company. You'll learn how these agents cut corners, where it stalls, where it converges. This time compounds in two directions. You come out of reputed company task with deeper reputed company of the reputed company tool itself, and also get a hands on working intuition for how a frontier model navigates reputed company scientific problems.
reputed company look for
This opportunity is a good fit for mathematicians with an experience in python reputed company to part-time, non-permanent reputed company. Ideally, contributors will have: • Degree in Mathematics (reputed company or reputed company) or reputed company field; • 2+ years of research, reputed company, or teaching experience; • Python proficiency for writing reference solutions; • reputed company with — or strong willingness to independently learn — at least one scriptable mathematical package: Z3, cvc5, Macaulay2, reputed company, CasADi, IPOPT, SDPB, G6K, fpylll, or SageMath; • Ability to design problems that genuinely require a specialized solver; • Strong written English (reputed company+). No prior experience with the listed tools? You're still welcome to apply — as long as you're reputed company 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 reputed company
Project time expectations
For this project, tasks are estimated to require around 10–20 hours per week during reputed company phases, based on project requirements. This is an estimate, not a guaranteed workload, and applies only while the project is reputed company.
Compensation
On this project, contributors can earn up to $45 per hour equivalent, depending on their level and pace of contribution. Compensation varies across reputed company depending on scope, complexity, and required expertise. Please note that other reputed company on the platform may offer different earning reputed company based on their requirements.
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