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Student Employee – Workload Classification Framework Enhancement - Remote

Posted Yesterday
Data Analysis
Internship
Worldwide
Python
Data Processing
Machine Learning
Classification Techniques
Data Visualization
High-Performance Computing
Analytical Skills
Problem-Solving

Overview

We are seeking a motivated and detail-oriented student employee to support the refinement and expansion of a rule-based workload classification framework within our HPC environment.

In Short

  • Enhance rule-based logic for real-time job tagging.
  • Develop methods for automated extraction of storage locations.
  • Evaluate supervised and unsupervised classification models.
  • Collaborate to integrate visualizations into dashboard platforms.
  • Document processes and findings for internal sharing.
  • Currently enrolled in a Bachelor's or Master's program.
  • Familiarity with Python and data processing libraries.
  • Understanding of basic machine learning concepts.
  • Strong analytical and problem-solving skills.
  • Flexible schedule to accommodate academic commitments.

Requirements

  • Experience with job schedulers and HPC environments preferred.
  • Knowledge of metadata parsing and log analysis.
  • Exposure to data visualization tools.
  • Familiarity with dashboard integration and web-based UI frameworks.
  • Prior experience with rule-based systems or workflow automation.

Benefits

  • Hands-on experience in a high-performance computing environment.
  • Opportunity to contribute to impactful infrastructure and analytics tools.
  • Mentorship from experienced professionals in HPC and data science.
  • Flexible schedule to accommodate academic commitments.

S.J.C.R.H

St. Jude Children's Research Hospital

St. Jude Children's Research Hospital is a leading pediatric treatment and research facility dedicated to advancing cures and means of prevention for catastrophic diseases affecting children. Founded by entertainer Danny Thomas, the hospital operates on the principles of diversity, equity, and inclusion, ensuring that children from all backgrounds receive care regardless of race, religion, or financial status. St. Jude is committed to fostering a culture that values diverse perspectives and equitable practices, which are essential to its mission of improving global health outcomes for children. The organization also emphasizes the importance of mentorship and professional development for its staff, aiming to maintain excellence in service delivery.

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