Physics AI Training Jobs 2026: Remote Work for Physicists
PhD physicists and researchers earn remote income training AI reasoning models. Learn which platforms hire by subfield and how to get started.
Physics AI training jobs pay physicists to write problems a model can't pattern-match and to find the exact step where a model's derivation breaks. On October 1, 2026, Mercor and Micro1 posted most of these roles at $70 to $225 an hour, with the rest on Turing, SME Careers, AfterQuery and Handshake.
The work is remote, hourly and asynchronous, so it fits around a postdoc, a faculty post or an industry job. The narrower your subfield, the fewer people can review it and the higher the rate. Platform details are in our Mercor, Micro1 and SME Careers reviews.
To see the open roles that fit your field and languages before reading further, answer three questions on the field quiz.
Physics PhDs earn $70-$225/hr training AI reasoning models, more for narrow subfields and academic seniority
- General PhD physics roles run $70-$100/hr on Mercor, the widest entry point if you don't have a narrow subfield focus.
- Mercor's part-time Physics Researchers track pays the most, at $125-$225/hr. Its named subfield tracks (general relativity, string theory/QFT, condensed matter) run $70-$90/hr.
- Micro1 runs academic-seniority and subfield roles, PhD and postdoc through professor/PI, at $80-$200/hr.
- QA roles review other reviewers' work: SME Careers' Physics QA Lead pays up to $75/hr and Mercor's Physics Assessment Specialist $35-$75/hr.
- Mercor carries the widest range of tracks; Micro1 is the only platform currently running dedicated academic-seniority tiers for physics.
Models pattern-match physics, so labs pay physicists to check the derivation
AI models are good at pattern-matching physics problems that look like ones they've seen before. They're much weaker at multi-step derivation: tracking units and dimensional analysis correctly, applying the right approximation for a regime, or catching a sign error that quietly breaks the rest of a solution.
To make AI reliable at physics reasoning, companies need people who can:
- Write problems that require real derivation, not memorized formulas
- Check a model's step-by-step solution and pinpoint exactly where the reasoning fails
- Distinguish a right answer reached by flawed reasoning from a right answer reached correctly
- Apply subfield-specific rigor (general relativity, QFT, statistical mechanics) that a generalist reviewer would miss
- Flag when a model's physical intuition is wrong even if the math checks out
Each of these checks needs someone who has done the derivation by hand, which is why the listings screen on degree, subfield and publications rather than on general AI training experience.
Physics roles split into five tracks by background
Physics roles split roughly into five tracks depending on your background and how specialized you want to go. Scroll down to see everything currently open in physics jobs and the broader STEM category.
PhD Physicists (General)
Generalist PhD roles are the widest entry point. You don't need a narrow subfield focus, just a completed or in-progress physics PhD and the ability to write and check rigorous problems across mechanics, electromagnetism, thermodynamics, and quantum basics.
Common Tasks:
- Problem Authoring: Write multi-step physics problems that require derivation from first principles
- Solution Verification: Check an AI model's worked solution for correctness at every step
- Error Annotation: Document exactly where and why a model's reasoning breaks down
- Rubric Application: Score model outputs against a grading rubric for physical correctness
Best Platforms: Mercor (widest range of PhD physics tracks), Micro1 (PhD and PhD/postdoc physics expert roles), Turing (PhD/Master's physics expert role)
Typical Pay: $70-$200/hr depending on platform and degree level; Mercor's general PhD tracks run $70-$100/hr and its Top 50 Program track $70-$180/hr, Micro1's PhD/postdoc role runs $100-$200/hr and its Physics Expert (PhD) role $80-$90 per task. Turing doesn't publish its rates
Time Commitment: Project-based, typically 4-20 hrs/week
Specialized Subfields
If your research sits in a narrow subfield, this is where the premium rates live. Astrophysics, particle and nuclear physics, quantum and condensed matter, string theory and QFT: most of these roles come from Mercor, and they pay more precisely because so few people can review them credibly. Micro1 runs its own named subfield roles: AMO and optical properties of materials, AMO and quantum information, condensed matter and magnetic materials, statistical physics and quantum information, biophysics, high-energy and mathematical physics, and gravitation, cosmology and astrophysics.
Common Tasks:
- Subfield Problem Design: Write problems that need expertise in your specialty beyond general physics knowledge
- Advanced Derivation Checks: Verify solutions involving tensor calculus, path integrals, or many-body formalism
- Literature-Grounded Review: Check that reasoning aligns with established results in your subfield
- Difficulty Calibration: Rate whether a problem is appropriately hard for the intended difficulty tier
Best Platforms: Mercor for most narrow tracks, Micro1 for AMO, condensed matter, quantum information, high-energy physics and cosmology
Typical Pay: $70-$225/hr. Mercor's part-time Physics Researchers track runs $125-$225/hr, its named subfield tracks (general relativity, string theory/QFT, statistical mechanics/condensed matter) $70-$90/hr, and its computational astrophysics and particle physics roles $70-$100/hr; Micro1's subfield roles run $80-$200/hr
Time Commitment: Part-time friendly, often 5-15 hrs/week
Computational Astrophysics & Cosmology Expert
$70-100
/hr
Physics PhD Experts (General Relativity, Astrophysics & Cosmology)
$70-90
/hr
Physics PhD Experts (String theory, QFT, Particle physics & Nuclear physics)
$70-90
/hr
Physics PhD Experts (Statistical Mechanics, Condensed Matter & AMO Physics)
$70-90
/hr
Physics PhD Experts (Advanced Quantum, Electrodynamics & Classical Mechanics)
$70-90
/hr
Physics Expert PhD (AMO / Optical Properties of Materials)
$100-200
/hr
Physics Expert PhD (Statistical Physics / Quantum Information / Condensed Matter)
$100-200
/hr
Computational & Scientific Computing Physics
If your physics background comes with real coding chops, simulation work, numerical methods, scientific computing, this track combines both skill sets. It's a good fit if you're less interested in pure derivation and more interested in code that models physical systems.
Common Tasks:
- Simulation Review: Check AI-generated code that models physical systems for correctness
- Numerical Methods Verification: Verify AI's choice and implementation of numerical techniques
- Code Quality Assessment: Evaluate scientific computing code for efficiency and correctness
- Reproducibility Checks: Confirm results are reproducible and match expected physical behavior
Best Platforms: Turing (computational physics and scientific computing roles), Mercor (Physics PhD Coding Experts), AfterQuery (Scientific Computing Research Expert)
Typical Pay: $70/hr on Mercor's Physics PhD Coding Experts role and $75/hr on AfterQuery's Scientific Computing Research Expert role. Turing doesn't publish its rates
Time Commitment: Flexible, project-based
Scientific Computing Research Expert
$70-90
/hr
Postdocs, Professors & Principal Investigators
Micro1 runs a set of roles specifically tiered by academic seniority, postdoc, junior professor, and full professor/PI. If you're currently in or recently out of academia, these roles pay $80 to $200 an hour, with the PhD/postdoc role at the top.
Common Tasks:
- Research-Grade Problem Design: Write problems at the level of graduate qualifying exams or research literature
- Deep Review: Evaluate model reasoning against the standard you'd expect from a strong graduate student or postdoc
- Mentorship-Style Feedback: Write detailed critiques of where and why model reasoning falls short
- Calibration Across Difficulty Tiers: Help set the bar for what counts as PhD-level vs. postdoc-level rigor
Best Platforms: Micro1 (only platform currently running dedicated academic-seniority tiers for physics)
Typical Pay: $80-$200/hr; postdoc/junior professor runs $80-$150/hr, PhD/postdoc $100-$200/hr, professor/PI $80-$160/hr
Time Commitment: Project-based; works well alongside a research or teaching schedule
QA, Adjudication & Auditing Roles
Not every physics role requires a PhD. Adjudication, auditing and assessment roles review other reviewers' work, checking consistency and settling disagreements. Micro1 posted Senior Physics Adjudicator and Physics Research Auditor roles at $80 to $110 an hour over the summer; none is open on October 1, 2026, so the cards below show the QA roles that are.
Common Tasks:
- Adjudication: Resolve disagreements between two reviewers' assessments of the same problem
- Quality Auditing: Spot-check completed reviews for consistency and rigor
- Rubric Enforcement: Ensure reviewers are applying grading criteria consistently
- Feedback Loops: Flag recurring reviewer errors back to the project team
Best Platforms: SME Careers (Physics Quality Assurance Lead), Mercor (Physics Assessment Specialist), and Micro1 when its adjudicator roles reopen
Typical Pay: Up to $75/hr for SME Careers' QA Lead and $35-$75/hr for Mercor's Physics Assessment Specialist
Time Commitment: Flexible, typically 10-20 hrs/week
Mercor and Micro1 post most physics roles
Browse physics jobs and the wider STEM category directly.
| Platform | Best For | Pay Range | Geography |
|---|---|---|---|
| Mercor | Widest range of tracks, including the highest-paying subfield and part-time roles | $18-$225/hr | 130+ countries via Stripe; some roles ask for a degree from a US, UK or Canadian program |
| Micro1 | Academic-seniority roles (PhD through PI) and named subfields | $70-$200/hr | Global, except about 20 listed countries |
| Turing | Computational and scientific-computing physics roles | Not published | Remote; a few roles open to specific countries |
| SME Careers | Applicants outside the US/UK/EU; QA lead role | Up to $70-$75/hr | Any country Deel pays out to; paid weekly via Deel |
| AfterQuery | Physics and scientific computing expert roles | $65-$75/hr | 95 countries where Stripe pays out |
| Handshake | Physics expert roles for students and graduates | $47-$75/hr | US-based, with work authorization |
A note on SME Careers: it's a solid secondary option if you're outside the US, UK or EU, but its physics bench is thinner than Mercor's or Micro1's, two open roles rather than dozens. To compare these rates with other fields, see the highest-paying AI training roles. Start with Mercor or Micro1 first, and treat SME Careers as a backup rather than your primary channel.
A task takes 20 minutes to 3 hours, depending on the format
Problem authoring takes the longest and adjudication the least. Three formats cover most physics projects.
Problem authoring, for a PhD physicist (~1-3 hours per problem): you write a multi-step mechanics or quantum problem designed so a model can't shortcut its way to the right answer. That means designing a scenario that requires derivation rather than formula lookup, working out the full solution yourself first including intermediate steps, setting the difficulty appropriately for the intended tier, and writing a clear grading rubric for what counts as a correct step.
Solution review, for a subfield specialist (~30-90 minutes per solution): an AI model produces a full derivation for a general relativity or QFT problem. You check each step for mathematical and physical correctness, identify the exact step where reasoning breaks down if it does, distinguish a lucky correct answer from one reached through sound reasoning, and write annotations explaining the error in terms another physicist would understand.
Adjudication, for a QA reviewer (~20-40 minutes per case): two reviewers disagree on whether a model's solution is correct. You independently work through the problem to form your own judgment, determine which reviewer's assessment is correct and why, document the reasoning so it can be used to calibrate future reviews, and flag if the underlying rubric itself needs clarification.
Several listings name a university ranking, and each one sets the bar differently
If your degree is from a highly ranked program, say so near the top of your CV, because some recruiting messages ask for it by name. The wording below is copied from physics listings open on our board in October 2026.
| Listing | What it says | How strict |
|---|---|---|
| SME Careers, Physicist (up to $70/hr) | "MS or PhD in Physics or a related field in one of the top 100 universities" | Listed under "Your profile" |
| Mercor, Physics PhD (Top 50 Program, US/UK/CA) ($70-$180/hr) | Top 50 program, in the job title | Part of the track itself; open to the US, UK and Canada |
| Mercor, Physics Researchers ($125-$225/hr) | "Doctoral or postdoctoral training at a top-20 global institution" | One example of a CV at "the level we're hiring at", next to first-author papers and named fellowships |
| Mercor, Physics Research Collaborator (part-time) ($80-$110/hr) | "A doctorate or postdoctoral training from a top-20 global institution" | Candidates should meet "several of the following", so this is one signal among several |
| Mercor, Physics PhD Researchers ($70-$90/hr) | Graduate degree "at a top US/UK/Canada/Western European university" | Listed under "You're a good fit if you" |
| Mercor, Physics Research Collaborator ($70-$100/hr) | PhD "at a top-tier university" | Core qualification, no ranking given |
Most physics listings don't name a ranking at all. Mercor's subfield tracks, Micro1's academic-seniority roles, and the physics roles on Turing, Handshake, AfterQuery and Mindrift ask for the degree and the subfield, not the school. If your program isn't on a ranking list, those are where to start. If it is, name the ranking or the department in your CV headline, since recruiters screening for "top 100" or "top 50" are looking for it on the first read.
Have your degree, thesis topic and one named tool ready before you apply
Step 1: Gather Your Credentials
Have these ready before you apply:
- CV highlighting your physics degree(s) and research focus
- Diploma or degree certificate
- List of publications or thesis topic, especially for subfield-specific roles
- Optional: writing samples showing clear technical explanation
Step 2: Choose Platforms Based on Your Profile
- If you have a narrow subfield focus: Start with Mercor's subfield tracks, they pay the most for exactly that specialization
- If you're a postdoc, junior professor, or PI: Micro1's academic-seniority tiers are built for you
- If you're strong in coding and simulation: Turing's computational physics roles, Mercor's Physics PhD Coding Experts or AfterQuery's Scientific Computing Research Expert
- If you don't have a PhD but have solid physics grounding: Look at Turing's PhD/Master's role, Mercor's Physics Assessment Specialist and, if you're US-based, Handshake's physics roles
- If you're outside the US, UK, or EU: Check SME Careers, but keep applying to Mercor and Micro1 too since SME Careers' physics openings are limited
Step 3: Pass the Assessment
Most platforms have a qualification test. Tips:
- Block out uninterrupted time (1-2 hours)
- Use a desktop/laptop, not mobile
- Show your full derivation as well as the final answer
- Read instructions carefully; they're testing attention to detail as much as physics knowledge
- Write clear justifications for each step of your reasoning
Step 4: Set Up Payments
Most platforms use Deel or similar payroll services. You'll need:
- Bank account info for direct deposit
- Tax information (W-9 if US, tax ID if international)
- Contract details reviewed; you're typically a contractor
Frequently asked questions
Do I need a PhD to get any of these roles? ▼
<strong>Not for every role.</strong> The highest-paying roles (Mercor's part-time researcher and subfield tracks, Micro1's academic-seniority roles) ask for a PhD or a PhD in progress. Turing's Physics Expert role is titled PhD/Master's, and QA lead and assessment roles review other reviewers' work rather than research.
What does the work involve day to day? ▼
Mostly writing and checking physics problems: setting up multi-step problems that require real derivation rather than pattern matching, verifying an AI model's worked solution line by line, and flagging where its reasoning breaks down even if the final answer looks right.
Can I do this alongside a postdoc or faculty position? ▼
Yes, that's who a lot of these roles are built for. Work is project-based and asynchronous, so you're not tied to fixed hours. Check your institution's outside-work policy if you're on a research contract, since some universities require disclosure of paid consulting.
Why do the subfield roles (string theory, particle physics, cosmology) pay more? ▼
Fewer qualified reviewers exist for narrow subfields, and the problems are harder to write well. A generalist physics reviewer can't reliably check general relativity or QFT work, so platforms pay a premium for people who can.
Is SME Careers a good option for physicists? ▼
<strong>As a second application, yes.</strong> SME Careers hires in any country Deel pays out to, which helps outside the US, UK and EU, but it lists two physics roles (Physicist and Physics QA Lead, up to $70-$75/hr) against dozens on Mercor and Micro1.
How is pay structured for physics AI training jobs? ▼
<strong>Almost all are hourly contracts, and the rate rises with seniority and subfield.</strong> General PhD roles run $70 to $100/hr on Mercor, Micro1's PhD, postdoc and subfield roles run $80 to $200/hr, and Mercor's part-time Physics Researchers track pays $125 to $225/hr. A few are paid per task, such as Micro1's Physics Expert (PhD) at $80 to $90 per task.
Subfield Specialists: Premium Rates
Pays weekly, every Wednesday (Stripe or Wise)
Mercor's part-time Physics Researchers track pays $125-$225/hr, and its subfield tracks cover general relativity, string theory and particle physics.
Postdocs & Professors: Apply Here
Pays twice a month in USD (Deel)
Micro1 runs dedicated academic-seniority tracks from postdoc through principal investigator.
Outside the US? Check This First
Pays weekly via Deel, covering Monday to Sunday
SME Careers hires in any country Deel pays out to, paid weekly.
Related guides
Mercor review: premium rates for PhD physicists and subfield specialists with verifiable credentials.
Micro1 review: academic-seniority tiers from postdoc through principal investigator, plus QA and adjudication roles.
AfterQuery review: pay schedule and platform mechanics for its physics scenario-design roles.
SME Careers review: a global option paid through Deel, though its physics bench is limited.
Engineering AI training jobs: aerodynamics, materials science, circuit design, and mechanical engineering tracks running alongside these physics roles at Micro1.
Browse Mercor jobs: current physics PhD, subfield, and part-time openings.
Browse Micro1 jobs: current physics expert, subfield and academic-track openings.
Browse Turing jobs: current computational and scientific-computing physics openings.
Cite this page
"Physics AI Training Jobs 2026: Remote Work for Physicists", aitrainer.work, aitrainer.work/guides/physics-ai-training-jobs
MSc Human-Computer Interaction | Founder
Pietro is the founder and technical lead of aitrainer.work. He builds and maintains the platform's data pipeline, certification infrastructure, and editorial standards.