Physicist with Python Proficiency - AI Trainer

44 minutes ago
Contract
Junior
Artificial Intelligence and Machine Learning
kake

kake

Kake offers premier teams of software engineers for leading brands. Curated by people, supported by AI, and powered by positivity, our high-performing engineers seamlessly join your team to scale with your needs.

Internet Software & Services
1-10

Description

  • Identify appropriate physics simulation packages and create problems that depend on their core capabilities.
  • Develop full Python solutions, including input files, boundary conditions, and initial or domain condition definitions.
  • Define the expected numerical output and appropriate tolerance values for each problem.
  • Run problems against AI models across multiple attempts and analyze success or failure patterns.
  • Adjust problem difficulty iteratively to target a 10% to 30% pass rate.
  • Tune solver parameters, field configurations, and initial conditions to probe model behavior in complex simulation environments.
  • Hand off completed tasks to a senior reviewer and revise work based on feedback before final submission.

Requirements

  • Academic background in Physics, including Theoretical, Experimental, or Computational Physics, or an equivalent field.
  • At least 2 years of hands-on experience in physics research, applied work, or teaching.
  • Solid Python skills for writing and validating computational solutions.
  • Ability to build problems that require specialized simulation software to solve.
  • Excellent written and verbal communication skills in English.
  • Ability to work independently in a remote, fast-paced environment.
  • Working knowledge of one or more simulation tools such as FEniCS/DOLFINx, OpenFOAM, Meep, MPB, openEMS, Geant4, PYTHIA8, ROOT/PyROOT, WarpX, REBOUND, MESA, CAMB, CLASS, or Bilby, or the ability to learn independently.
  • Prior exposure to how frontier AI models approach complex simulation tasks.
  • Knowledge across multiple physics domains such as fluid dynamics, electromagnetism, gravitation, or cosmology.
  • Familiarity with containerized or sandboxed Linux execution environments.

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