Research Aide– MCS – Austin, Allison– 2.2.26

Argonne National Laboratory • Lemont, IL

1d • $31 - $47

About The Position

For the summer, Allison would be working on a log data analysis project. She will be looking into the application of multimodal deep learning models to predict job success/failure and how visual analytics can help experts understand how the model(s) make predictions. In her review of current approaches, she noticed that log processing before model training is a vital step in improving prediction accuracy, and she wants to explore how visualization can help HPC experts fine-tune analysis to their specific log data/system characteristics. Along with fine-tuning the preprocessing step, she wants to explore how a visualization can help experts better understand how and why these log predictions are reached from combining these complex DL models. As the complexity of these predictive frameworks increase, comprehensive visualization systems are needed to interact with and summarize model findings for non-ML experts.

Requirements

• The entirety of the appointment must be conducted within the United States.
• Applicants must be: ‒ Currently enrolled in undergraduate or graduate studies at an accredited institution. ‒ Graduated from an accredited institution within the past 3 months; or ‒ Actively enrolled in a graduate program at an accredited institution.
• Must be 18 years or older at the time the appointment begins.
• Must possess a cumulative GPA of 3.0 on a 4.0 scale.
• If accepting an offer, must pass a screening drug test
• Must complete a satisfactory background check.

Benefits

• comprehensive benefits are part of the total rewards package. Click here to view Argonne employee benefits!
• As an equal employment opportunity employer, and in accordance with our core values of impact, safety, respect, integrity and teamwork, Argonne National Laboratory is committed to a safe and welcoming workplace that fosters collaborative scientific discovery and innovation.
• Argonne encourages everyone to apply for employment.
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• Argonne employees, and certain guest researchers and contractors, are subject to particular restrictions related to participation in Foreign Government Sponsored or Affiliated Activities, as defined and detailed in United States Department of Energy Order 486.1A. You will be asked to disclose any such participation in the application phase for review by Argonne's Legal Department.
• All Argonne offers for appointments in the student employment category are contingent upon a background check that includes an assessment of criminal conviction history conducted on an individualized and case-by-case basis.
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• Failure to obtain or maintain such government access authorization could result in the withdrawal of a job offer or future termination of employment.

What This Job Offers

• Job Type: Full-time
• Career Level: Intern
• Education Level: No Education Listed