High Energy And Mathematical Physics AI Problem Reviewer

About OpenTrain

OpenTrain is the #1 platform for finding and building careers in AI training and data labeling. OpenTrain AI is hiring and contracting specialists for work that helps develop more capable AI systems, with opportunities to build a lasting professional portfolio in a fast-growing field.

Creating an OpenTrain account is free, and candidates can apply in minutes while presenting their specialized experience in one place.

• Remote contractor engagement
• Part-time schedule of approximately 10 hours per week
• Contract length of 8 to 10 weeks
• Advertised rate of $80 to $160 USD per hour

About AI Training And Evaluation

AI training is the human side of building artificial intelligence. Subject-matter experts help models improve by creating difficult examples, solving technical problems, evaluating responses, and identifying where an AI system's reasoning is inaccurate or incomplete.

In this role, your high-energy and mathematical physics expertise will support the evaluation of advanced model outputs. No prior AI experience is necessary when you have the required domain knowledge.

• Contribute to the development of next-generation AI systems
• Evaluate technically demanding generated problems and solutions
• Work remotely with flexible part-time hours
• Apply research-level scientific judgment to AI evaluation

The Role

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

The experience classification for this opportunity is entry level, but advanced expertise in high energy physics or mathematical physics is required for the work.

• Subject matter: holography and mathematical physics
• Data type: text
• Work includes text generation and evaluation or rating
• English-language work
• Remote availability is based on the listed eligible countries

What You'll Do

You will analyze technically demanding mathematical physics tasks and communicate your reasoning clearly in written and verbal formats. The work focuses on the accuracy, rigor, and validity of solutions involving holographic dualities and higher-dimensional geometry.

• 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 concerning holographic Weyl anomalies and associated benchmarks
• Communicate complex scientific reasoning clearly in written and verbal formats

Required Expertise

This opportunity requires direct, advanced experience with the theoretical physics concepts at the center of the work. Candidates should be comfortable assessing research-level arguments, checking mathematical expressions, and explaining complex conclusions precisely.

• Advanced expertise in high energy physics or mathematical physics
• Direct experience with AdS/CFT correspondence and holographic dualities
• Experience with on-shell gravitational actions
• Extensive familiarity with Weyl anomalies and Fefferman-Graham expansion
• Strong command of tensor algebra and differential geometry
• Knowledge of higher-dimensional boundary curvature invariants
• Clear written and verbal communication of complex scientific reasoning

Helpful Technical Background

Research methods and tools that support symbolic or mathematical problem solving may be useful in this engagement. These are relevant supporting capabilities rather than replacements for the required theoretical physics expertise.

• Weyl-Fefferman-Graham gauge frameworks
• Tensor algebra of boundary curvature invariants
• Python
• SymPy
• Jupyter
• LaTeX

Schedule, Pay, And Application

This is a part-time contractor engagement expected to require less than 20 hours per week, specifically approximately 10 hours weekly, for 8 to 10 weeks. The advertised hourly rate is $80 to $160 USD.

Apply through OpenTrain to be considered for this remote AI problem review opportunity. Your work will help assess how accurately AI systems reason about advanced mathematical physics.

• Engagement type: contractor and part time
• Expected commitment: approximately 10 hours per week
• Expected duration: 8 to 10 weeks
• Hourly compensation: $80-$160 USD
• Apply through OpenTrain