113 applicants

Company

Advanced Microdevices Pvt. Ltd. (India) · 1 day ago

Machine Learning Performance Engineer

Bellevue, WA

Full-time

Remote

Lead/Staff

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Responsibilities

Performance modeling and analysis of ML training and inference workloads across single and multiple accelerators. Explore various tradeoff and design decisions.

Participate in hardware-software co-design for future hardware optimization on various ML workloads.

Communicate and present the results of the performance analysis and modeling to stakeholders and provide concrete recommendations.

Develop and improve our framework, tools and infrastructure for performance estimation, modeling and reporting.

Cross team collaboration.

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

ML Performance modelingPerformance optimizationML hardware architectureC++ codingPerformance analysisSoftware optimizationCompute hardware projectionMemory requirements analysisFramework developmentInfrastructure improvement

Required

Strong experience with ML hardware architecture

Software optimization and performance modeling

Performance modeling and analysis of ML training and inference workloads across single and multiple accelerators

Explore various tradeoff and design decisions

Participate in hardware-software co-design for future hardware optimization on various ML workloads

Communicate and present the results of the performance analysis and modeling to stakeholders and provide concrete recommendations

Develop and improve our framework, tools and infrastructure for performance estimation, modeling and reporting

Cross team collaboration

PhD or master's degree, plus equivalent experience in computer science, electrical engineer, or a related field

Preferred

Strong technical expertise and experience in performance analysis, projection, and hardware architecture

Excellent written, verbal, and presentation skills

Experienced in C++. coding

Benefits

Annual bonus

Sales incentive

Opportunity to own shares of AMD stock

Discount when purchasing AMD stock if voluntarily participating in AMD’s Employee Stock Purchase Plan

Competitive benefits

Company

Advanced Microdevices Pvt. Ltd. (India)

Advanced Microdevices (mdi) is a leader in innovative membrane technologies.

Founded in 1976

Ambala, Haryana, IND

501-1,000 employees

https://mdimembrane.com

H1B Sponsorship

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