Physics Expert PhD (Statistical Physics / Quantum Information / Condensed Matter)
Micro1 • Remote
Education
PhD
Type
Hourly
Pay Rate
$100–$200/hr
Actively Hiring
10 openings
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From the Micro1 listing
Role Title: Physics Expert PhD (Statistical Physics / Quantum Information / Condensed Matter) Role Type: Part-Time, Contractor Location: Fully Remote, Open to candidates worlwide Schedule: 5-10+ hrs/week. Fully flexible (Can accomodate after hours + weekends if needed) micro1 is engaging Physics Experts (Statistical Physics / Quantum Information / Condensed Matter) to contribute to a research-driven customer project at the intersection of theoretical physics and numerical benchmarking. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters.
Scope of Work
- 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.
Preferred Qualifications
- 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.
- Familiarity with topological quantum codes, particularly the toric code and its threshold phenomena.
Requirements
- Physics
- Kramers-Wannier duality
- quenched disorder averaging
- square-lattice self-duality
- domain-wall free energy
- noncontractible loop defects
- 4-state Potts model numerics
How long hiring takes
Across the AI training platforms we refer candidates to, the median gap between referral and hire is about 30 days. It varies by platform and role, so treat it as a rough guide for this one.
Key responsibilities
- 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.
Why this role
The Physics Expert (Statistical Physics / Quantum Information / Condensed Matter) role at micro1 pays $100-$200 per hour for researchers working at the intersection of theoretical physics and numerical benchmarking. The work runs 5 to 10-plus hours a week on a flexible schedule and covers topics like Kramers-Wannier duality, quenched disorder averaging and 4-state Potts model numerics. This role is built for someone already doing condensed matter or statistical physics research rather than a general physics background.
Talent pool
We're light on STEM candidates
We've matched 65 people with a STEM background against 726 STEM listings we've tracked, so most go out without one. Set up a profile and we'll consider you for a role like this one.
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Common questions
Does Micro1 monitor your computer while you work?
On many projects, yes, through time-tracking tools that take periodic screenshots to verify active hours. Check the specific project's requirements before accepting if desktop monitoring is a dealbreaker.
What does the Micro1 application process look like?
Expect a screening interview with Zara, Micro1's AI recruiter. Prepare for it like a real video call: good lighting, clear audio, verbal answers to technical questions. A human manager reviews the recording afterward, and some roles add a short skills assessment on top.
What does the day-to-day workload look like for elite-expert AI training roles?
Slow and deep, not fast and repetitive. A single task can take 45-60 minutes of researching citations or verifying complex calculations. Quality is what's being measured here, not throughput.
Is AI training work the same as traditional consulting?
No. Instead of client deliverables, you're given complex scenarios to evaluate: grading the AI's logic, correcting its hallucinations, and supplying expert-level reasoning it doesn't have on its own. The job is closer to teaching than consulting.
What does STEM work look like for a Physics Expert PhD (Statistical Physics / Quantum Information / Condensed Matter)?
Tasks here are scoped to STEM, not generic labeling. As a Physics Expert PhD (Statistical Physics / Quantum Information / Condensed Matter), expect to draw on real domain judgment (evaluating outputs, correcting errors, or providing expert reasoning specific to STEM) rather than following a one-size-fits-all rubric. If you don't have hands-on STEM background, this is likely not the right listing to start with.
What specific skills does this listing call for?
Physics, Kramers-Wannier duality, quenched disorder averaging, and square-lattice self-duality are named directly in the listing. If you don't have hands-on experience with these, expect the screening process to test for them directly rather than accepting adjacent experience as a substitute.
What does the 'openings' count on this listing mean?
It's Micro1's live count of how many candidates it's still trying to place for this specific role, 10 right now, not a countdown on your individual application. A higher number signals more active demand; it doesn't lower the bar for acceptance.
How much does this specific role pay?
This listing is posted at $100–$200/hr, an hourly rate. The range reflects experience level and negotiated terms, not a placeholder, so where you land in it depends on your background and the assessment. Pay can change between when we last checked the listing and when you apply, so confirm the current number on the platform's own application page before committing time.
What happens when I click Apply on this listing?
You'll be taken to Micro1's external site to complete your application there. This listing links through a referral, but the process is identical to applying directly; the link just routes you correctly. Create an account on their site and follow their onboarding steps.
Is a PhD required?
For this specific role, yes, or near-equivalent professional depth. The credential gate is enforced at the assessment stage, not just on paper. That said, active PhD candidates and people with equivalent published research have qualified without a formal degree. The assessment is the real filter.