Physics Research Review Expert

About OpenTrain

OpenTrain AI is the hiring and contracting organization for this role. OpenTrain is the leading platform for finding and building careers in AI training and data labeling, helping specialists discover meaningful projects, create a professional profile, and apply for opportunities in minutes.

This is a chance to bring high-level physics expertise to the development of emerging AI systems while building experience in a fast-growing technical field.

• Worldwide remote opportunity
• Part-time contractor engagement
• Less than 20 hours per week
• English-language work
• Pay range of $80-$150 USD per hour

About AI Training Work

AI training is the human side of building artificial intelligence. Specialists review examples, evaluate model reasoning, identify errors, and provide feedback that helps AI systems become more accurate, reliable, and useful.

In this project, your physics judgment will help assess sophisticated scientific reasoning. Your feedback can distinguish sound derivations from responses containing hidden assumptions, logical gaps, dimensional errors, or methodological flaws.

• Contribute to the improvement of advanced AI models
• Apply professional subject-matter expertise to technical review
• Work remotely with a flexible part-time schedule
• Participate in a growing field at the intersection of research and AI

The Role

OpenTrain AI is seeking a Physics Research Review Expert to evaluate scientific reasoning used in AI training. You will examine physics solutions, mathematical derivations, and theoretical arguments to determine whether they are correct, sufficiently justified, and methodologically sound.

The role combines advanced physics judgment with structured review of researcher- and AI-generated material across specialized research domains. You will explain identified problems clearly and provide technically rigorous feedback that supports iterative improvement.

• Review physics solutions, derivations, and theoretical arguments
• Assess correctness, justification, and methodological soundness
• Provide structured written feedback on scientific reasoning
• Work as a part-time contractor for less than 20 hours per week

What You'll Do

You will critically assess technical work and communicate your conclusions in a nuanced, constructive way. When appropriate, you will use computational tools to independently verify or counter-check scientific claims.

• Detect errors, unjustified transitions, missing assumptions, dimensional inconsistencies, and weaknesses in logic
• Distinguish substantive scientific problems from stylistic or cosmetic issues
• Explain the reasoning behind identified flaws
• Provide actionable guidance for improving submitted work and AI-generated reasoning
• Recognize valid reasoning that can be clarified, sharpened, or made more efficient
• Use LaTeX, SymPy, Python, and Jupyter for theoretical modeling and technical validation as appropriate

Requirements

This role is listed at the entry level for the project, but it requires advanced academic and research expertise. A PhD in physics and an active record of independent research in a specialized physics subfield are required.

You must be able to identify subtle scientific issues and communicate technically rigorous feedback. Reliable high-speed internet and a computer suitable for demanding technical work are also required.

• PhD-level physics expertise
• Active independent research in a specialized physics subfield
• Advanced proficiency with LaTeX, SymPy, Python, and Jupyter
• Ability to identify unjustified steps, missing assumptions, dimensional inconsistencies, and methodological flaws
• Exceptional written communication and constructive technical feedback skills
• Reliable high-speed internet and a suitable computer

Relevant Research Background

Experience evaluating physics work through peer review, supervision, dissertation committees, group seminars, or journal clubs is valuable. Postdoctoral research, research fellowship, junior or assistant professorship, senior research scientist experience, and recent representative publications are particularly relevant.

• High-energy physics
• Mathematical physics
• Condensed matter
• AMO and quantum optics
• Statistical physics
• Biophysics
• Gravitation and cosmology
• Quantum information
• Optical materials

Compensation and Work Arrangement

This is a worldwide, remote contractor opportunity with part-time availability. The stated workload is less than 20 hours per week, and compensation ranges from $80 to $150 USD per hour.

• Contractor position
• Part-time schedule
• Less than 20 hours per week
• $80-$150 USD per hour
• Worldwide eligibility

How to Apply Through OpenTrain

Create a free OpenTrain account to build your profile and apply for this project. OpenTrain helps experts find and grow within AI training work, including opportunities where deep scientific knowledge directly shapes how AI systems reason and perform.

• Create or complete your OpenTrain profile
• Highlight your physics research and technical verification experience
• Showcase relevant peer review, supervision, or publication background
• Apply through OpenTrain for consideration