Mathematics Problem Designer - Freelance
Biz-Tech Analytics · India
- Hybrid
- Contract
- $100,000 / year
- India
Job highlights
- Design challenging university-level math problems.
- Write rigorous solutions using LaTeX.
- Test problems against advanced AI models.
- Requires advanced mathematics degree.
- Freelance, remote, performance-based compensation.
About the role
Mathematics Problem Designer - Freelance
We are seeking sharp, self-directed problem designers to craft original, rigorous mathematics problems that challenge the limits of today's large language models. You will also write airtight LaTeX solutions to back them up.
Responsibilities:
- Design original, university-level math problems across one or more domains: Algebra, Real Analysis, Probability, Combinatorics, Optimization, Topology, Number Theory, Discrete Math, Geometry, or Differential Equations.
- Write complete, rigorous solutions in LaTeX.
- Test your problems against AI models to verify they are genuinely challenging.
- Submit structured evaluations with difficulty ratings and domain classifications.
What We're Looking For:
- Strong university-level mathematics background (MSc / M.Tech / PhD preferred).
- Proficiency in LaTeX proof-writing.
- Self-directed work ethic with the ability to meet monthly targets.
- Minimum commitment: 10 original problems per month.
- Bonus: Prior experience in AI/LLM evaluation, red-teaming, or math benchmarking.
Education:
M.Sc / M.Tech / PhD in Mathematics, Statistics, or a related field.
Key Skills/Competency:
- Mathematics Problem Design
- Abstract Algebra
- Real Analysis
- Probability Theory
- Combinatorics
- Optimization
- Topology
- Number Theory
- Discrete Mathematics
- Geometry
- Differential Equations
- LaTeX
- Mathematical Proof
- Writing
- AI Evaluation
Skills & topics
- Mathematics Problem Designer
- Mathematics
- Algebra
- Real Analysis
- Probability
- Combinatorics
- Optimization
- LaTeX
- AI Evaluation
- LLM Testing
- Freelance
- Remote
- Math Benchmarking
- Higher Education
- STEM
How to get hired
- Tailor your resume: Highlight advanced mathematics degrees (MSc/M.Tech/PhD), LaTeX proficiency, and any AI/LLM evaluation experience.
- Showcase problem design skills: Include examples or descriptions of complex mathematical problems you've created and solved.
- Emphasize self-direction: Detail your ability to work independently and meet monthly targets for problem creation and submission.
- Prepare for technical questions: Be ready to discuss your mathematical expertise across specified domains and your LaTeX proof-writing capabilities.
- Demonstrate AI challenge approach: Explain how you would design problems specifically to test AI limitations.
Technical preparation
Master advanced math concepts (MSc/PhD level).,Practice writing rigorous LaTeX proofs.,Develop problems challenging AI capabilities.,Familiarize with AI evaluation methods.
Behavioral questions
Describe your experience with self-directed projects.,How do you ensure rigor in mathematical solutions?,How do you approach designing challenging problems?,How do you manage monthly project deadlines independently?
Frequently asked questions
- What specific mathematics domains are most relevant for the Mathematics Problem Designer role at Biz-Tech Analytics?
- For the Mathematics Problem Designer position at Biz-Tech Analytics, we are looking for expertise across a broad range of university-level mathematics domains. These include Algebra, Real Analysis, Probability, Combinatorics, Optimization, Topology, Number Theory, Discrete Math, Geometry, and Differential Equations. Proficiency in one or more of these areas is highly valued.
- What is the expected commitment for a freelance Mathematics Problem Designer at Biz-Tech Analytics?
- The minimum commitment for a freelance Mathematics Problem Designer at Biz-Tech Analytics is to produce 10 original mathematics problems per month. This is an ongoing freelance engagement, and successful performance can lead to further opportunities.
- How is compensation determined for the Mathematics Problem Designer position?
- Compensation for the Mathematics Problem Designer role at Biz-Tech Analytics is performance-based. There is also a 'Model-Stump Bonus' specifically for problems that successfully challenge AI models, rewarding creators whose problems push the boundaries of AI capabilities.
- Is prior experience with AI or Large Language Models (LLMs) required for this role?
- While not strictly required, prior experience in AI/LLM evaluation, red-teaming, or math benchmarking is considered a bonus for the Mathematics Problem Designer position. It indicates a strong understanding of the challenges AI models face, which is directly relevant to the role's objectives.
- What are the technical requirements for submitting solutions in the Mathematics Problem Designer role?
- The Mathematics Problem Designer must be proficient in writing complete, rigorous solutions using LaTeX. This ensures that the mathematical proofs and solutions are accurate, well-formatted, and professionally presented, suitable for AI model evaluation.
- Can I apply for the Mathematics Problem Designer role if I have a Master's degree?
- Yes, a Master's degree (M.Sc / M.Tech) in Mathematics, Statistics, or a related field is a strong qualification for the Mathematics Problem Designer role. A PhD is preferred, but a Master's degree demonstrates the necessary university-level mathematics foundation.
- How does Biz-Tech Analytics use the problems created by Mathematics Problem Designers?
- Biz-Tech Analytics utilizes the original mathematics problems and LaTeX solutions created by our freelance designers for training and improving frontier AI models. This includes high-quality data generation for RLHF, model evaluation, and benchmarking, aiming to push the capabilities of AI.