Physics Expert (Statistical Physics / Quantum Information / Condensed Matter)

Responsibilities

• Analyze complex statistical-physics phenomena involving replicated random-bond Ising and Ashkin-Teller models, the toric-code threshold, and the Nishimori line.
• Provide expert insights and rigorous scientific reasoning for theoretical and numerical physics problems.
• Develop clear, well-documented solutions or critiques involving Kramers-Wannier duality, quenched disorder averaging, square-lattice self-duality, and domain-wall free energy.
• Perform and interpret advanced numerical work involving 4-state Potts model simulations.
• Identify, analyze, and resolve technical challenges involving noncontractible loop defects and related topological features.
• Evaluate theoretical assumptions, numerical results, and scientific conclusions for correctness and consistency.
• Participate as a Solver, Auditor, or Adjudicator on project assignments based on relevant experience and subfield expertise.

Skills

Requirements

• Advanced academic background such as a PhD in Physics or equivalent experience, with specialization in statistical physics, quantum information, or condensed matter theory.
• Direct hands-on experience applying Kramers-Wannier duality, quenched disorder averaging, and square-lattice self-duality in research or project settings.
• Demonstrated proficiency with numerical simulations involving the 4-state Potts model.
• Experience analyzing domain-wall free energy.
• Familiarity with topological quantum codes, particularly the toric code and its threshold phenomena.
• Strong understanding of theoretical and numerical methods used in statistical and condensed matter physics.
• Ability to clearly communicate advanced scientific reasoning and technical findings.
• Ability to commit approximately 5–10 or more hours per week with a flexible schedule.
• No prior experience in AI is required.

Benefits

• Fully remote contractor opportunity open to candidates worldwide.
• Compensation of $100–$200 per hour.
• Fully flexible schedule of approximately 5–10 or more hours per week.
• Ability to work after hours or on weekends if preferred.
• Opportunity to contribute to a research-driven project at the intersection of theoretical physics and numerical benchmarking.
• Opportunity to apply specialized statistical physics, quantum information, and condensed matter expertise to next-generation AI systems.
• Assignments may include Solver, Auditor, or Adjudicator responsibilities based on expertise.
• No prior AI experience required.