Associate Actuary, Annuity Model Development

Physics Expert (Professor / Principal Investigator)

$80 - $160/hour

• Physics Mastery
• Expert Judgment in Ambiguous Cases
• Meta-Level Reasoning
• Research Leadership
• Defensible Written Articulation

micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real‑world expertise into high‑quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform.

Role

Title:

Physics Expert (Professor / Principal Investigator)

Role Type:
Contractor.

Location:

Remote

micro1 is engaging Physics Experts—established Professors or Principal Investigators—to provide high‑level domain guidance as part of an impactful project for a customer. 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—you just bring your domain knowledge.

• Adjudicate and render expert judgment on contested or competing physics arguments, solutions, or interpretations within your subfield.
• Compare alternative approaches to the same problem, detailing which is superior, under what assumptions, and in which regimes.
• Identify and articulate meta‑level criteria for evaluating the robustness and validity of competing physics work, such as key assumptions and breaking points of approximations.
• Exercise calibrated confidence by providing authoritative assessments while transparently acknowledging genuine uncertainty or open questions in the field.
• Draft defensible written evaluations suitable for review by fellow senior physicists, ensuring clarity and rigor.
• Leverage technical tools such as LaTeX, Sym Py, Python, and Jupyter to verify or contrast technical claims as needed.
• Clearly communicate when a question is unresolved within the field and delineate the pertinent considerations.

• PhD in physics with demonstrated expertise and scholarly impact in your specified subfield.
• Current or former Associate Professor, Full Professor, Chair Professor, or Principal Investigator/Group Leader with a track record of independent research leadership.
• Ongoing research activity in one or more of these areas:
  High Energy Physics, Mathematical Physics, Biophysics, Statistical Physics, Condensed Matter, AMO/Quantum Optics, Gravitation, Cosmology, Astrophysics, Quantum Information, or Optical Properties of Materials.
• 3–5 recent representative publications in your target subfield, with arXiv or DOI references.
• Prior experience supervising PhD students or postdocs, or equivalent leadership in industry research settings.
• Proficiency with LaTeX, Sym Py, Python, and Jupyter (please indicate any gaps in experience with these tools).
• Exceptional written communication skills, with the ability to articulate nuanced and well‑reasoned judgments.