Staff Software Engineer, XR ML Optimization

Staff Software Engineer, XR ML Optimization As part of MPS (Mobile Platform and Solutions) and SRA, you will be a member of the XR Core Team focusing on Software Performance Optimization for XR (AR, MR, VR) technologies, building the next generation head mounted devices (HMDs). We work on both commercial and next gen technologies that impact Samsung's vision for XR. As such you will be working on Software Performance optimizations using the HW/SoC capabilities, meeting the KPIs to launch commercial-level products. Come join the Samsung MPS team and be a leader in bringing futuristic services to life! Position Summary: The XR ML Optimization Engineer will work with the partners, the XR teams in MPS and other Samsung subsidiaries, to successfully launch the XR devices. You will analyze the algorithms and workloads, identifying performance bottlenecks at application, driver and the hardware levels, with the goal of improving the performance, power and SoC utilization. You will identify the key use-cases and decompose them at the system, driver and NPU levels. You will explore and implement more efficient algorithms, driver enhancements, OS optimizations, application-level improvements. Position Responsibilities: Analyze XR workloads to identify bottlenecks in both hardware and software components Propose new HW/SW co-optimization methodologies to optimize performance and power of XR devices Suggest innovative co-optimization ideas to our software engineers and hardware vendors Assist hardware vendors in developing optimal kernels and compilers to process critical XR applications Analyze performance estimates for different hardware configurations and kernels Work with internal SW engineers to understand their vision and needs from high performance computing cores Manage communication and coordination with internal and external partners Build simulations and performance models for efficient decision making Required Skills: Bachelor's or Master's or PhD in Computer Science/Engineering with specialization in Computer Architecture, Compliers, Parallel Computing, or equivalent combination of education, training, and experience 8+ years of experience in software/hardware co-design & optimization with the knowledge of the SoC hardware Deep understanding of CPU, GPU, DSP, Deep Learning Accelerators (NSP/NPU) architectures, system programming and optimization of Multimedia/CV/ML algorithms on hardware acceleration cores using C/C++ and Python Strong knowledge of computer architecture, memory subsystem, parallel computing and compilers Good understanding of ML compute and chip microarchitecture Familiarity and hands-on experience with various system analysis tools used for memory, performance analysis and hardware resource management for optimization and stability High proficiency in architecture analysis and performance modeling, ranging from simple analytical models to complex cycle accurate performance model and correlation, especially around GPU and NPU Expertise in methods for partitioning a solution across hardware and software within an overall systems solution Understanding of deep learning algorithms and experience with ML tuning and refinement with ML libraries & frameworks such as PyTorch, Tensorflow, ONNX, Caffe Good knowledge of Android/mobile frameworks and Linux/RTOS kernels Solid foundation in software development and related tools Strong teamwork, communication skills, passion, productivity, and self-learning ability Proven ability to work in a dynamic, multi-tasked environment Our total rewards programs are designed to motivate and engage exceptional talent. The base pay range for roles at this level is listed below, but may be higher or lower in other states due to geographic differentials in the labor market. Within the base pay range, individual rates depend on a number of factors-including the role's function and location as well as the individual's knowledge, skills, experience, education and training. This is part of our comprehensive compensation package with annual bonus eligibility and generous benefits to help you live life well. Base Pay Range $158,800 - $218,100 USD Additional Information Disclosure of Trade Secrets Samsung has a strict policy on trade secrets. In applying to Samsung and progressing through the recruitment process, you must not disclose any trade secrets of a current or previous employer. Essential Job Functions This position will be performed in an office setting. The position will require the incumbent to sit and stand at a desk, communicate in person and by telephone, and frequently operate standard office equipment, such as telephones and computers. Samsung Research America is committed to complying with all Federal, State and local laws related to the employment of qualified individuals with disabilities. If you are an individual with a disability and would like to request a reasonable accommodation as part of the employment selection process, please contact the recruiter or email sratalent@. At Samsung, we believe that innovation and growth are driven by an inclusive culture and a diverse workforce. We aim to create a global team where everyone belongs and has equal opportunities, inspiring our talent to be their true selves. Together, we are building a better tomorrow for our customers, partners, and communities. Samsung Research America is committed to employing a diverse workforce, and provide Equal Employment Opportunity for all individuals regardless of race, color, religion, gender, age, national origin, marital status, sexual orientation, gender identity, status as a protected veteran, genetic information, status as a qualified individual with a disability, or any other characteristic protected by law. For more information regarding protection from discrimination under Federal law for applicants and employees, please refer to this link: Pay Transparency Apply for this job * indicates a required field First Name * Last Name * Email * Phone * Location (City) * Resume/CV * Enter manually Accepted file types: pdf, doc, docx, txt, rtf Enter manually Accepted file types: pdf, doc, docx, txt, rtf LinkedIn Profile Website How did you hear about this job? * Select... Please specify details from your answer above (example: job board name, employee referrer's name, etc.) * Are you legally authorized to work in United States of America for Samsung Research America? * Select... Do you now, or will you in the future, require sponsorship for employment visa status (e.g., H-1B visa status) to work legally for Samsung Research America in United States of America? * Select... Additional Information for California Residents: * Select... Information about what we are doing to meet the obligations of the California Consumer Privacy Act (CCPA) and California Consumer Privacy Rights Act (CPRA) other important information for California residents is available at SRA's Job Applicant Privacy Policy . Please review the policy carefully, and if you agree to the collection, processing, use, and transfer of your personal information as described in the policy, please indicate your acceptance by selecting Accept from the following drop down menu. Voluntary Self-Identification For government reporting purposes, we ask candidates to respond to the below self-identification pletion of the form is entirely voluntary. Whatever your decision, it will not be considered in the hiringprocess or thereafter. Any information that you do provide will be recorded and maintained in aconfidential file. As set forth in Samsung Research America's Equal Employment Opportunity policy,we do not discriminate on the basis of any protected group status under any applicable law. If you believe you belong to any of the categories of protected veterans listed below, please indicate by making the appropriate selection.As a government contractor subject to the Vietnam Era Veterans Readjustment Assistance Act (VEVRAA), we request this information in order to measurethe effectiveness of the outreach and positive recruitment efforts we undertake pursuant to VEVRAA. Classification of protected categoriesis as follows: A "disabled veteran" is one of the following: a veteran of the U.S. military, ground, naval or air service who is entitled to compensation (or who but for the receipt of military retired pay would be entitled to compensation) under laws administered by the Secretary of Veterans Affairs; or a person who was discharged or released from active duty because of a service-connected disability. A "recently separated veteran" means any veteran during the three-year period beginning on the date of such veteran's discharge or release from active duty in the U.S. military, ground, naval, or air service. An "active duty wartime or campaign badge veteran" means a veteran who served on active duty in the U.S. military, ground, naval or air service during a war, or in a campaign or expedition for which a campaign badge has been authorized under the laws administered by the Department of Defense. An "Armed forces service medal veteran" means a veteran who, while serving on active duty in the U.S. military, ground, naval or air service, participated in a United States military operation for which an Armed Forces service medal was awarded pursuant to Executive Order 12985. Select... Voluntary Self-Identification of Disability Form CC-305 Page 1 of 1 OMB Control Number 1250-0005 Expires 04/30/2026 Voluntary Self-Identification of Disability Form CC-305 Page 1 of 1 OMB Control Number 1250-0005 Expires 04/30/2026 Why are you being asked to complete this form? We are a federal contractor or subcontractor. The law requires us to provide equal employment opportunity to qualified people with disabilities. We have a goal of having at least 7% of our workers as people with disabilities. The law says we must measure our progress towards this goal. To do this, we must ask applicants and employees if they have a disability or have ever had one. People can become disabled, so we need to ask this question at least every five years. Completing this form is voluntary, and we hope that you will choose to do so. Your answer is confidential. No one who makes hiring decisions will see it. Your decision to complete the form and your answer will not harm you in any way. If you want to learn more about the law or this form, visit the U.S. Department of Labor's Office of Federal Contract Compliance Programs (OFCCP) website at . How do you know if you have a disability? A disability is a condition that substantially limits one or more of your major life activities. If you have or have ever had such a condition, you are a person with a disability. Disabilities include, but are not limited to: Alcohol or other substance use disorder (not currently using drugs illegally) Autoimmune disorder, for example, lupus, fibromyalgia, rheumatoid arthritis, HIV/AIDS Blind or low vision Cancer (past or present) Cardiovascular or heart disease Celiac disease Cerebral palsy Deaf or serious difficulty hearing Diabetes Disfigurement, for example, disfigurement caused by burns, wounds, accidents, or congenital disorders Epilepsy or other seizure disorder Gastrointestinal disorders, for example, Crohn's Disease, irritable bowel syndrome Intellectual or developmental disability Mental health conditions, for example, depression, bipolar disorder, anxiety disorder, schizophrenia, PTSD Missing limbs or partially missing limbs Mobility impairment, benefiting from the use of a wheelchair, scooter, walker, leg brace(s) and/or other supports Nervous system condition, for example, migraine headaches, Parkinson's disease, multiple sclerosis (MS) Neurodivergence, for example, attention-deficit/hyperactivity disorder (ADHD), autism spectrum disorder, dyslexia, dyspraxia, other learning disabilities Partial or complete paralysis (any cause) Pulmonary or respiratory conditions, for example, tuberculosis, asthma, emphysema Short stature (dwarfism) Traumatic brain injury Disability Status Select... PUBLIC BURDEN STATEMENT: According to the Paperwork Reduction Act of 1995 no persons are required to respond to a collection of information unless such collection displays a valid OMB control number. This survey should take about 5 minutes to complete. #J-18808-Ljbffr