Research Aide– LCF – Moghadampanah, Mona– 2.2.26 jobs in United States
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Argonne National Laboratory · 11 hours ago

Research Aide– LCF – Moghadampanah, Mona– 2.2.26

positionLemont, IL USA
timeFull-time
remoteOnsite
seniorityNew Grad
money$31.28/hr - $46.92/hr

Argonne National Laboratory is a research facility that focuses on scientific discovery and innovation. They are seeking a Research Aide to work on projects involving Multi-Modal Large Language Models (MLLMs), analyzing energy and performance characteristics, and developing power management strategies for improved efficiency.

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Responsibilities

Characterizing the energy and performance bottlenecks of MLLM inference pipelines
Analyzing the energy and performance impact of different input modalities and modality-specific features (e.g., images, video, and audio)
Designing workload-aware power management strategies that employ system-level power control mechanisms such as dynamic voltage and frequency scaling (DVFS) and power capping to reduce energy consumption while meeting service-level objectives (SLOs)
Demonstrating practical energy savings for real-world multimodal inference deployments without compromising latency or throughput requirements

Qualification

Multi-Modal Large Language ModelsEnergy performance analysisDynamic voltageFrequency scalingPower management strategiesGraduate studies

Required

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
Applicants must have 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

Company

Argonne National Laboratory

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Argonne National Laboratory conducts researches in basic science, energy resources, and environmental management.
dateFounded in 1946
location
Lemont, Illinois, USA
people-size1001-5000 employees
web-link
http://www.anl.gov/

Funding

Current Stage
Late Stage
Total Funding
$41.4M
Key Investors
Advanced Research Projects Agency for HealthUS Department of EnergyU.S. Department of Homeland Security
2024-11-14Grant· $21.7M
2023-09-27Grant
2023-01-17Grant

Leadership Team

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Paul Kearns
Laboratory Director
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Venkat Srinivasan
Director, Argonne Center for Collaborative Energy Storage Science (ACCESS)
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