Postdoctoral Research Associate - Machine Learning in High Energy Physics
- Argonne National Laboratory
- Location: Lemont, USA
- Job Number: 7246444 (Ref #: 418189)
- Posting Date: May 21, 2024
Job Description
The High Energy Physics Division (HEPD) at Argonne National Laboratory invites applications for a postdoctoral research associate position to conduct research in machine learning (ML) for applications in High-Energy Physics (HEP).
We seek highly qualified candidates with experience in ML algorithms including unsupervised techniques. The candidate is expected to lead an effort to prepare generalized ML techniques for data quality (DQ) monitoring/assurance for tasks across multiple HEP experiments. Among the experiments with Argonne involvement are ATLAS at CERN, DUNE, g-2, Mu2e, LSST-DESC, LZ, SPT and CMB-S4. Experience with the data from any of these experiments is preferred but not required.
The candidate is also expected to work closely with computational experts at the Computational Science (CPS) division. Argonne is a multidisciplinary national laboratory and offers an exciting campus atmosphere in which to collaborate on interdisciplinary projects, at both the national and international levels. The initial appointment will be for one year, with possibility of renewal for another two years and is based at Argonne National Laboratory (Lemont, Illinois).
Position Requirements
The candidates must have received a PhD degree in computer science, computer engineering, data science, high energy physics, or a related discipline within five years of the start of the appointment
Experience with unsupervised ML algorithms such as autoencoders, clustering
Programming expertise in Python, or another scientific programming language is highly desirable
Ability to model Argonne’s Core Values: Impact, Safety, Respect, Integrity, and Teamwork
Openings are available immediately; there is flexibility in starting dates for highly qualified candidates. In addition to applying online, applicants should send their curriculum vitae, a description of research interests through the application system and arrange for three letters of recommendation to hep_letters@anl.gov. For further information and questions only please contact Walter Hopkins at whopkins@anl.gov. Review of applications will begin once the application is completed and will continue until the positions are filled.
Job Family
Postdoctoral FamilyJob Profile
Postdoctoral AppointeeWorker Type
Long-Term (Fixed Term)Time Type
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