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Senior Machine Learning SW Engineer

Qualcomm
2-5 years
Not Specified

Job Description


Company:
Qualcomm ChinaJob Area:
Engineering Group, Engineering Group > Software EngineeringJob Overview:
Qualcomm is a company of inventors that unlocked 5G ushering in an age of rapid acceleration in connectivity and new possibilities that will transform industries, create jobs, and enrich lives. But this is just the beginning. It takes inventive minds with diverse skills, backgrounds, and cultures to transform 5Gs potential into world-changing technologies and products. This is the Invention Age - and this is where you come in.
Job Overview
Responsible for software development of the neural processing engine (NPE), NPE SDK tools, performance and power optimizations. You will work with neural network frameworks like Caffe, Caffe2, Pytorch and TensorFlow. Enhance our neural network engine to support the latest and greatest DNNs emerging from the research community, and optimize for next generation hardware acceleration cores. You will also validate the performance and accuracy of the engine through detailed analysis and test coverage.
Preferred Qualifications
Optimizing algorithms for hardware acceleration cores using DSP or NPU
Experience with DNNs, CNNs, RNN/LSTM neural networks
Experience with neural network engine or SDK development
Background in mathematical operations: linear algebra, fast math libraries
Education Requirements
Bachelor's degree in Engineering, Information Systems, Computer Science, or related field.
Minimum Qualifications
. Bachelor's degree in Engineering, Information Systems, Computer Science, or related field.
. 2+ years Software Engineering or related work experience.
. 2+ years experience with Programming Language such as C, C++, Java, Python, etc.
All Qualcomm employees are expected to actively support diversity on their teams, and in the Company.
Applicants: If you are an individual with a disability and need an accommodation during the application/hiring process, please call Qualcomm's toll-free number found here (https://qualcomm.service-now.com/hrpublicid=hr_public_article_view&sysparm_article=KB0039028) for assistance. Qualcomm will provide reasonable accommodations, upon request, to support individuals with disabilities to be able participate in the hiring process. Qualcomm is also committed to making our workplace accessible for individuals with disabilities. Qualcomm is an equal opportunity employer and supports workforce diversity.
To all Staffing and Recruiting Agencies:Our Careers Site is only for individuals seeking a job at Qualcomm. Staffing and recruiting agencies and individuals being represented by an agency are not authorized to use this site or to submit profiles, applications or resumes, and any such submissions will be considered unsolicited. Qualcomm does not accept unsolicited resumes or applications from agencies. Please do not forward resumes to our jobs alias, Qualcomm employees or any other company location. Qualcomm is not responsible for any fees related to unsolicited resumes/applications.
If you would like more information about this role, please contact Qualcomm Careers (http://www.qualcomm.com/contact/corporate).

Job Details

About Qualcomm

We are engineers, scientists and business strategists. We are from many different countries and speak many different languages. We come from diverse cultures and have unique perspectives. Together, we focus on a single goal-we invent breakthrough technologies that transform how the world connects, computes, and communicates.Employment Notices for US-based Job PostingsEqual Employment Opportunity'EEO is the Law' Poster SupplementPay Transparency NonDiscrimination ProvisionEmployee Polygraph Protection ActFamily Medical Leave ActRights of Pregnant EmployeesDiscrimination and HarassmentCalifornia Family Rights ActPrepare and succeed Qualcomm Interview FAQsEmployment Fraud Alert We have received reports of employment scams that seek financial or personal information from job candidates. Please note these communications are fraudulent. Click here to view our Employment Fraud Alert.

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