Data Scientist — Fusion Simulation & Uncertainty

Fuse

San Leandro (CA)

On-site

USD 145,000 - 190,000

Full time

9 hours ago
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Benefits offered by this job

Medical, dental, and vision coverage
Relocation assistance
Flexible time off
2 weeks of paid time off at year end
Leave for new parents

Job summary

Fuse, based in California, seeks a deep expert to build and evolve our in-house fusion simulation stack. You will model pulsed-power, radiation, and diagnostics, moving beyond curve fits to physics-based predictions that scale for research and operations.

This hands-on role requires a PhD and strong coding in Python and legacy C++/Fortran, with a track record in HPC workflows, Bayesian uncertainty analysis, and scalable simulations.

Qualifications

  • PhD in Physics, Applied Mathematics, Plasma Physics, Computational Science, Nuclear Engineering, or a closely related field. An exceptional Master's candidate with a strong publication record will be considered.
  • Strong academic record with a high GPA from a competitive program.
  • Depth in at least one: magnetohydrodynamics, kinetic plasma theory, radiation transport, or pulsed-power circuit modeling.
  • Fluency in vector and tensor calculus, Maxwell's equations, Bayesian statistics, and optimization under constraints.
  • Production-grade Python with NumPy/SciPy/xarray/JAX/PyTorch; comfortable with C++ or Fortran when needed.
  • Experience writing simulation code from scratch; ability to read a physics paper and assess applicability.

Responsibilities

  • Build a coupled simulation framework for pulsed-power, plasma dynamics, and neutron/x-ray production.
  • Implement radiation source-term models and surrogate/reduced-order models for fast parameter sweeps.
  • Develop data pipelines integrating diagnostics and predicted outputs for residual analysis.
  • Quantify uncertainty with Bayesian inference and identifiability analysis.
  • Simulate machine outputs like electrode lifetimes and capacitor-bank aging to guide operations.

Skills

PhD in Physics
HPC experience
Python (NumPy/SciPy)
C++/Fortran
Magnetohydrodynamics
Radiation transport
Bayesian statistics
Modeling from physics data

Education

PhD in Physics/Applied Math/Plasma Physics/Nuclear Eng
Exceptional Master's with strong publication

Tools

NumPy/SciPy/xarray
JAX/PyTorch
C++/Fortran
GPU/HPC toolchains (SLURM)

Job description

Fuse, based in California, seeks a deep expert to build and evolve our in-house fusion simulation stack. You will model pulsed-power, radiation, and diagnostics, moving beyond curve fits to physics-based predictions that scale for research and operations.

This hands-on role requires a PhD and strong coding in Python and legacy C++/Fortran, with a track record in HPC workflows, Bayesian uncertainty analysis, and scalable simulations.

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