Postdoctoral Appointee - Software R&D and Scaling Machine Learning
- Argonne National Laboratory
- Location: Lemont, USA
- Job Number: 7303282 (Ref #: 419866)
- Posting Date: 1 month ago
Job Description
The Argonne National Laboratory (ANL) High Energy Physics Division invites applications for a Postdoctoral Research Associate to work in the Energy Frontier (EF) group on ATLAS Software R&D and HEP-CCE Scaling Machine Learning. The HEP Division performs cutting-edge research facilitated through advanced detector development, high-performance supercomputing (HPC), and innovative electronic and mechanical engineering. The HEP Energy Frontier group has recognized roles within the international ATLAS collaboration.
The successful candidate will be working on the development of core software for the ATLAS experiment with special focus on Input/Output software and metadata handling. The position offers the possibility to collaborate with other HEP scientists on ATLAS. In addition, as part of the Scaling Machine Learning (SML) effort of the High-Energy Physics Center for Computational Excellence (HEP-CCE), the candidate will be responsible for facilitating the scaling of HEP ML workflows for deployment on large-scale computing resources, such as high-performance computers (e.g., Perlmutter, Aurora, etc.). This includes tasks such as automating model design, optimizing hyperparameters, and training ensembles of models.
Position Requirements
Recent or soon-to-be-completed PhD (within the last 0-5 years) in field of experimental particle physics
Programming expertise in C/C++, Python, Fortran, or another scientific programming language
Experience with ML software such as Tensorflow and PyTorch
Experience with ATLAS Software Development
Ability to model Argonne’s core values of impact, safety, respect, integrity, and teamwork
All candidates are encouraged to apply if they have a genuine interest learning and enhancing these skills. Candidate is looking forward to work and engage with a diverse team of colleagues.
Job Family
PostdoctoralJob Profile
Postdoctoral AppointeeWorker Type
Long-Term (Fixed Term)Time Type
Full timeThe expected hiring range for this position is $70,758.00 - $110,379.55.Please note that the pay range information is a general guideline only. The pay offered to a selected candidate will be determined based on factors such as, but not limited to, the scope and responsibilities of the position, the qualifications of the selected candidate, business considerations, internal equity, and external market pay for comparable jobs. Additionally, comprehensive benefits are part of the total rewards package.
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