Remote Physics Expert PhD (Statistical Physics / Quantum Information / Condensed Matter) — AI Research & Domain Evaluation

Join ZR Talent Group's remote specialist network as a Remote Physics Expert PhD (Statistical Physics / Quantum Information / Condensed Matter) — AI Research & Domain Evaluation earning $100 - $200/hour. Working asynchronously from anywhere in the US, UK, Canada, Australia, New Zealand, Ireland, or South Africa, you will apply your practical background in Physics, Kramers-Wannier duality, quenched disorder averaging, square-lattice self-duality to benchmark frontier artificial intelligence models, identify failure modes, and elevate domain-specific accuracy.

Prior experience building machine learning systems is not required—our research partners value authentic practitioner judgment, domain rigor, and clear analytical writing.

Key Responsibilities & Deliverables

• Analyze and provide expert insights into complex statistical physics phenomena, with a focus on replicated random-bond Ising/Ashkin-Teller models, the toric-code threshold, and the Nishimori line.
• Deliver clear, well-documented solutions or critiques of problems relating to Kramers-Wannier duality, quenched disorder averaging, square-lattice self-duality, and domain-wall free energy.
• Engage in advanced numerical work, particularly around 4-state Potts model simulations and interpretation.
• Identify, discuss, and resolve technical challenges involving noncontractible loop defects and related topological features.
• Participate as a Solver, Auditor, or Adjudicator on specific project assignments based on your experience and subfield strengths.

Required Qualifications & Technical Criteria

• Demonstrated professional or advanced academic background in Physics, Kramers-Wannier duality, quenched disorder averaging, square-lattice self-duality.
• Strong analytical writing and critical evaluation skills in English.
• Self-directed work ethic suited for an asynchronous, 100% remote research environment.

Preferred Experience & Bonus Attributes

• Advanced academic background (PhD or equivalent experience) in physics, 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 in numerical simulations involving the 4-state Potts model and analysis of domain-wall free energy.
• Working knowledge of topological quantum codes, particularly the toric code and its threshold phenomena.

Compensation, Remote Eligibility & Schedule

• Compensation Band: $100 - $200/hour
• Work Model: 100% Remote / Work From Home with flexible asynchronous scheduling
• Eligible Remote Locations: United States, Canada, United Kingdom, Australia, New Zealand, Ireland, and South Africa
• Current Openings: 10 active specialist positions
• Hiring Organization: ZR Talent Group
• Core Skills & Technologies: Physics, Kramers-Wannier duality, quenched disorder averaging, square-lattice self-duality, domain-wall free energy, noncontractible loop defects, 4-state Potts model numerics