High Energy Mathematical Physics AI Problem Reviewer

About OpenTrain

OpenTrain AI is the hiring and contracting organization for this role and the #1 platform for finding and building careers in AI training and data labeling. OpenTrain helps contributors discover specialized projects, build a professional profile, and apply in minutes.

Creating an OpenTrain account is free. Your profile can help you showcase relevant expertise and develop a durable portfolio in a rapidly growing area of technology.

• Remote contractor engagement
• Flexible part-time schedule
• Specialized work at the intersection of physics and AI

About AI Training Work

AI training is the human side of building artificial intelligence. Specialists help models improve by solving difficult problems, reviewing generated responses, comparing competing answers, and explaining whether reasoning is accurate and well supported.

This work gives subject-matter experts a direct role in shaping how advanced AI systems handle technical material. Prior AI experience is not required for this project when you bring the relevant domain expertise.

• Evaluate technically demanding AI outputs
• Apply your existing research and subject-matter knowledge
• Contribute to the development of next-generation AI systems

The Role

OpenTrain AI is seeking a High Energy and Mathematical Physics AI Problem Reviewer to assess research-level material in holography, AdS/CFT, and Weyl anomalies. You may solve problems, audit proposed solutions, or adjudicate competing answers according to your subfield expertise and hands-on experience.

The engagement is listed at entry level, but advanced expertise in high energy physics or mathematical physics is required for the work. The project focuses on text-based problem generation and evaluation in a highly technical research context.

• Subject matter: Holography and mathematical physics
• Data type: Text
• Work types: Text generation and evaluation or rating

What You'll Do

You will analyze difficult mathematical physics problems and communicate your reasoning clearly in written and verbal formats. Your reviews may help determine whether an AI system has correctly applied advanced theoretical concepts and mathematical methods.

• Analyze research-level problems involving AdS/CFT correspondence and on-shell gravitational actions.
• Formulate or verify tensor algebra expressions involving boundary curvature invariants in dimensions up to 8.
• Apply Weyl-Fefferman-Graham gauge frameworks and related mathematical physics methods.
• Develop, review, or adjudicate solutions involving holographic Weyl anomalies and associated benchmarks.
• Communicate complex scientific reasoning clearly in written and spoken work.

Required Expertise

This role requires advanced knowledge of high energy physics or mathematical physics, including direct experience with AdS/CFT, gravitational actions, and holographic dualities. Strong command of the relevant geometric and algebraic methods is essential.

• AdS/CFT correspondence and holographic dualities
• On-shell gravitational actions
• Weyl-Fefferman-Graham gauge frameworks
• Weyl anomalies and Fefferman-Graham expansion
• Tensor algebra and differential geometry
• Higher-dimensional boundary curvature invariants
• Clear written and verbal communication of complex scientific reasoning

Helpful Technical Background

Research experience using the listed methods will support technical problem solving and solution review. Familiarity with computational and mathematical tools may also be useful, although the core qualification is advanced subject-matter expertise.

• AdS/CFT research methods
• On-shell gravitational action analysis
• Weyl-Fefferman-Graham gauge
• Tensor algebra involving boundary curvature invariants
• Python, SymPy, Jupyter, or LaTeX

Schedule, Location, and Pay

This is a worldwide remote contractor engagement with a flexible part-time schedule. The expected commitment is approximately 10 hours per week for 8 to 10 weeks.

• Location: Worldwide and remote
• Time requirement: Less than 20 hours per week
• Expected schedule: Approximately 10 hours per week
• Duration: 8 to 10 weeks
• Pay: $80 to $160 USD per hour
• Engagement type: Contractor and part time

How to Apply Through OpenTrain

Create a free OpenTrain account, build your profile around your high energy or mathematical physics expertise, and apply to this project in minutes. Highlight relevant experience with holography, AdS/CFT, Weyl anomalies, differential geometry, and tensor algebra.

• No prior AI training experience is required.
• Advanced relevant domain expertise is required.
• English is the working language for this role.