Staff Machine Learning and Modeling Researcher

Skip to main contentOur CompanyOur BusinessSearch for JobsJoin Talent NetworkFAQsProfileEnglishSign InSingle PositionView All JobsStaff Machine Learning and Modeling ResearcherSan Diego, California, United States of AmericaApply NowAdd to Job CartFind out how well you match with this jobUpload your resumeJob descriptionCompany and benefitsJob ID3094365Company:Qualcomm Technologies, Inc.Job Area:Engineering Group, Engineering Group > Machine Learning ResearcherGeneral Summary:This individual leads, plans, synthesizes ambiguous or conflicting requirements and performs the complex responsibility of conducting fundamental machine learning research to create new models or new training methods in various technology areas, e.g. deep generative models, Bayesian deep learning, equivariant CNNs, Bayesian optimizations, reinforcement learning, unsupervised learning, and graph NNs. Drives systems innovations for model efficiency advancement on device as well as in the cloud. This includes auto-ML methods (model-based, sampling based, back-propagation based) for the creation and optimization of efficient models (e.g., model compression, quantization, architecture search, and kernel/graph compiler/scheduling) with or without systems-hardware co-design. Designs and tests methods for Federated Learning that balance performance with privacy and security requirements. Creates new innovative machine learning methodology for advanced uses cases to achieve performance beyond the state-of-the-art. Designs and partners with implementers of demonstration and proof-of-concept systems to validate concepts and enhance communications of complex ideas. Development of and publication of research findings in the form of presentations and conference papers may also be required. Acts as a strong contributor at design reviews and project meetings and communicates and implements a development plan. *Telecommuting may be permitted.*Will accept a Master's Degree (or foreign academic equivalent) in Electrical Engineering, Computer Engineering, Computer Science, Industrial Engineering and Management or related degree field and three (3) years of experience in a related occupation.Pay Range: $179,000.00 - $268,600.00/yearApplicants: Qualcomm is an equal opportunity employer. If you are an individual with a disability and need an accommodation during the application/hiring process, rest assured that Qualcomm is committed to providing an accessible process. You may e-mail disability-accomodations@qualcomm.com or call Qualcomm's toll-free number found here. Upon request, Qualcomm will provide reasonable accommodations 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. (Keep in mind that this email address is used to provide reasonable accommodations for individuals with disabilities. We will not respond here to requests for updates on applications or resume inquiries).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.EEO Employer: Qualcomm is an equal opportunity employer; all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or any other protected classification.Qualcomm expects its employees to abide by all applicable policies and procedures, including but not limited...