ML Performance Engineer Jobs in Raleigh, NC | Qualcomm Careers

ML Performance Engineer Jobs in Raleigh, NC | Qualcomm Careers


ML Performance Engineer 

Full Time
Raleigh, NC, USA

Employer Description
Qualcomm is an American multinational corporation headquartered in San Diego, California, and incorporated in Delaware. It creates intellectual property, semiconductors, software, and services related to wireless technology. It owns patents critical to the CDMA2000, TD-SCDMA and WCDMA mobile communications standards

Job Description
We are looking for Performance Architecture Engineers to drive performance and power enhancements into the HW and SW stacks of state-of-the-art machine learning solutions.  The Performance Architecture team is comprised of experts that span the full gamut from software architecture, algorithm development, kernel optimization, down to hardware accelerator block architecture and SOC design.  The ideal candidate will augment the team by contributing to one or many of these areas

Responsibilities:

  1. Understand trends in ML network design, through customer engagements and latest academic research, and determine how this will affect both SW and HW design
  2. Analyze ML/AI algorithms and workloads on exploratory and existing Qualcomm HW and SW stacks through simulation and on-device characterization
  3. Perform analysis of performance/area/power trade-offs for future HW and SW ML algorithms including impact of SOC components (memory and bus impacts)
  4. On-device correlation and tuning of algorithm versus pre-silicon predictions
  5. Interface with other cross-site and cross-functional teams to arrive at best-in-class algorithms

Requirements:

  1. Master’s degree or equivalent in Engineering, Information Systems, Computer Science, or related field
  2. 2+ years Software Engineering, Hardware Engineering, Systems Engineering, or related work experience

For more details, please scroll down & see the details.

US – Qualcomm Technologies, Inc

TitleML Performance Engineer Jobs in Raleigh, NC | Qualcomm Careers
Hiring OrganizationQualcomm Technologies, Inc
Job LocationRaleigh, NC, USA
Date PostedMar/10/2021
Base SalaryUSD
DescriptionListed below
Employment TypeFull Time
Valid UntilN/A

Qualcomm Jobs Mar 2021

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