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Job Summary:
Mohamed bin Zayed University of Artificial Intelligence is dedicated to research, innovation, and empowering brilliant minds in AI. The Distributed Machine Learning Engineer will optimize performance for machine learning software stacks, develop new systems, and work alongside researchers to tackle challenges in AI development.
Responsibilities:
Understand, analyze, profile, optimize, and provide guidance to the team on deep learning workloads on state-of-the-art hardware and software platforms to improve their efficiency with different levels of optimization
Design and implement performance benchmarks and testing methodologies to evaluate application performance
Build tools to automate workload analysis, workload optimization, and other critical workflows
Triage system issues and identify bottleneck and inefficiencies by analyzing the sources of issues and the impact on hardware, network and propose solutions to enhance GPU utilization
Support the team to develop appropriate kernels and systems for new model architectures and algorithms
Participate in, or lead design reviews with peers and stakeholders to decide amongst available technologies.
Review code developed by other developers and provide feedback to ensure best practices (e.g., style guidelines, checking code in, accuracy, testability, and efficiency).
Contribute to existing documentation or educational content and adapt content based on product/program updates and user feedback.
Represent MBZUAI at industry conferences and events, showcasing the institutions cutting-edge HPC and deep learning capabilities and establishing MBZUAI as a global leader in AI research and innovation.
Perform all other duties as reasonably directed by the line manager that are commensurate with these functional objectives.
Qualifications:
Required:
Ph.D. in CS, EE or CSEE with 1+ years working experience, OR
Masters in CS, EE or CSEE or equivalent experience with 2+ year working experience
Strong background in parallel computing
Hands-on experience in system level coding
Large-scale machine learning experience
Company:
Official account of Mohamed bin Zayed University of Artificial Intelligence. Dedicated to research, innovation, and empowering brilliant minds in AI. Founded in 2019, the company is headquartered in Abu Dhabi, Abu Dhabi, ARE, with a team of 51-200 employees. The company is currently Growth Stage. MBZUAI (Mohamed bin Zayed University of Artificial Intelligence) has a track record of offering H1B sponsorships.
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