Staff or Sr Staff DSP/NPU ML Modeling Engineer

CompanyQualcomm Canada ULCJob AreaEngineering Group, Engineering Group > ASICS EngineeringGeneral SummaryWe are seeking a highly motivatedDSP/NPU ML Modeling Engineerto join our team in developing and optimizing DSP algorithms for cutting-edge ML applications.This role is deeply into modeling architecture/micro-architecture of the Qualcomm DSP ML coprocessor and analyzing performance of the target applications on the processors, which include developing performance simulator model, correlating the performance model to RTL model, analyzing workload, defining ISA and features, and so on.The responsibility requires very good understanding to computer architecture/micro-architecture, system architecture, and memory architecture along with proficient software development skills.Key ResponsibilitiesDevelop and maintain DSP/NSP models for simulation and performance analysis.Collaborate with architecture and design teams to evaluate processor features and trade-offs.Implement and optimize DSP ML algorithms in C/C++ and assembly language.Analyze floating-point and fixed-point performance and accuracy.Support verification and validation of DSP implementations.Evaluates all aspects of the design process from instruction set architecture to implementation.Identifies and models new custom instructions set which is needed to achieve top-notch results in machine learning applications.Applies high-performance microprocessor design concepts including multi-core, multi-threaded, out-of-order, cache memory, high-speed ALU, and advanced low power design.Preferred QualificationsMaster's or PhD degree in Electrical Engineering, Computer Science, Computer Engineering, or related field.Strong proficiency in C/C++ and assembly language.Solid understanding of processor architecture, including pipelines, caches, and instruction sets.Experience with floating-point arithmetic and numerical analysis.Excellent problem-solving and communication skills.Exposure to compiler optimization techniques.Prior experience in embedded systems or hardware/software co-design.Minimum QualificationsBachelor's degree in Science, Engineering, or related field and 2+ years of ASIC design, verification, validation, integration, or related work experience.ORMaster's degree in Science, Engineering, or related field and 1+ year of ASIC design, verification, validation, integration, or related work experience.ORPhD in Science, Engineering, or related field.Applicants: 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- 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).Qualcomm expects its employees to abide by all applicable policies and procedures, including but not limited to security and other requirements regarding protection of Company confidential information and other confidential and/or proprietary information, to the extent those requirements are permissible under applicable law.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.