Physics Expert (Statistical Physics / Quantum Information / Condensed Matter) | Part-Time - Remote
Core
Physics expert contributing to a research-driven customer project at the intersection of theoretical physics and numerical benchmarking to help train next-generation AI systems.
Role type
Part-time contractor physics expert (statistical physics/quantum information/condensed matter)
Builds
AI systems trained on high-quality, real-world input
Domain
Theoretical physics, statistical physics, quantum information, condensed matter theory
Deliverable
production ML models
Required skills
Physics, Kramers-Wannier duality, quenched disorder averaging, square-lattice self-duality, domain-wall free energy, noncontractible loop defects, 4-state Potts model numerics
Preferred skills
Advanced academic background in physics (PhD or equivalent), hands-on experience with Kramers-Wannier duality and square-lattice self-duality, proficiency in 4-state Potts model simulations, familiarity with topological quantum codes (toric code)
Responsibilities
Analyze complex statistical physics phenomena (replicated random-bond Ising/Ashkin-Teller models, toric-code threshold, Nishimori line), deliver documented solutions/critiques on duality and disorder averaging, engage in advanced numerical work, resolve technical challenges involving topological features, participate as Solver/Auditor/Adjudicator