A

Argonne National Laboratory

Advanced scientific research and computing facilities

Postdoctoral Appointee - AI/ML for Particle Accelerators

Applied Machine LearningConfirmed live in the last 24 hours
Full-timeLemont, IL, USA$72.9k - $121.5kIn-person

About the Job

Requirements

  • A PhD completed in the past five years or soon to be completed in accelerator physics or a related field is strongly preferred; PhD graduates in other branches of physical sciences, mathematics, computer science, or electrical engineering with an interest in accelerator physics will also be considered.
  • Strong programming skills.
  • Proficiency in Python.
  • Working knowledge of UNIX or Linux.

Responsibilities

  • Develop and deploy AI/ML methods for analysis, tuning, and control of particle beams and accelerator systems, with applications to the APS injector and storage ring.
  • Explore applications of large language models to accelerators, including agentic AI to support intelligent system analysis, aid operator decision-making, automate complex workflows, and enable adaptive approaches to machine tuning, diagnostics, and fault response.
  • Conduct experimental work on the APS injector accelerator complex and storage ring to test the methods and assess their usefulness for accelerator operation.

Desired Qualifications

  • Experience with machine learning and accelerator operation.
  • Experience working with complex algorithms.
  • Experience using computing clusters for simulation and data analysis.
  • Experience with accelerator modeling and simulation codes such as Elegant and Cheetah.
  • Experience with SDDS, Tcl/Tk, and scripting in a Linux environment.

About the Company

Argonne National Laboratory

Advanced scientific research and computing facilities

Argonne National Laboratory conducts scientific research and provides access to large facilities for government, academia, and industry. It enables experiments, simulations, and data analysis through its Advanced Photon Source and Argonne Leadership Computing Facility, with access tied to partnerships and funding. The lab stands out by offering broad, shared-use infrastructure and deep collaborations across sectors, plus a focus on sustainability and AI accelerator development. Its goal is to advance scientific innovation and address real-world challenges in energy, materials, and data science through collaborative research and world-class infrastructure.

Company size
5,001-10,000
Company stage
Grant
Total funding
$19.7M
Headquarters
Lemont, IL
Founded
1946

Recently Posted Jobs

Explore more opportunities at Argonne National Laboratory

See more jobs