Sr Staff Deep Learning Research Scientist, Advanced Neural Processor Lab

Advancing the World’s Technology Together
Our technology solutions power the tools you use every day--including smartphones, electric vehicles, hyperscale data centers, IoT devices, and so much more. Here, you’ll have an opportunity to be part of a global leader whose innovative designs are pushing the boundaries of what’s possible and powering the future. 

We believe that innovation and growth are driven by an inclusive culture and a diverse workforce. We’re dedicated to empowering people to be their true selves. Together, we’re building a better tomorrow for our employees, customers, partners, and communities.

What You'll Do

Samsung’s Advanced Neural Processor Lab (ANPL) is working on the next generation architecture for NPU, Neural Processor Unit, to be used in handsets, ADAS, and mobile devices’ next generation Samsung products. After building prototypes that demonstrate the promise of your research, you will work with product teams to help them integrate your ideas into products. 

Location: Onsite at our San Jose office/headquarters 5 days a week OR Hybrid, working onsite at our San Jose office/headquarters 3 days per week with the flexibility to work remotely the remainder of your time.

• Research, develop deep learning-related algorithms to optimize execution of neural network models on neural processor hardware.
• Research and develop high-level architecture and micro-architecture for neural processor hardware.
• Implement neural processor behavior/functional models (e.g. SystemC or C++)
• Implement NPU synthesizable code, simulate, debug, and optimize.
• Benchmark models, simulations and the digital prototypes.
• Design world class hardware
• Work with vendors to anticipate issues and influence their roadmaps
• Participate in design reviews
• Address all aspects of technology readiness, including manufacturability
• Help build robust methodology and processes to deliver technology to products

What You Bring

• BS degree plus 15 years of experience, MS degree plus 13 years of experience, or PhD plus 10 years of experience or equivalent experience in Computer Science, Electrical Engineering, Artificial Intelligence, Applied Math, or related field.
• Strong C++ and Python coding skills,
• Experience with using and modifying TensorFlow, Caffe, & PyTorch code and/or other neural network development frameworks,
• Familiarity with neural networks and machine learning concepts, processor architectures, and hardware architecture concepts
• Desirable – knowledge of signal processing, linear algebra, Halide, OpenVX, GPU OpenCL/Cuda programming, image processing, and compression techniques

Additional desirable skills and experience

• Knowledge of ARM Processors and AXI Interconnects
• Knowledge of Memory systems (DDR/HBM) and system-level QOS
• Knowledge of FPGA and ML/AI Accelerators
• Knowledge of Functional Safety and reliability
• Knowledge of chip-to-chip interfaces and packaging technology

What We Offer
An investment in your future, is an investment in ours. That’s why we offer a diverse package of benefits centered around the wellbeing of our employees and their loved ones. In addition to competitive compensation and the usual Medical/Dental/Vision/401k, our inclusive curation of benefits empower our people to care for their whole selves.
Give Back With a charitable giving match and frequent opportunities to get involved, we take an active role in supporting the community.
Enjoy Time Away You’ll start with 4+ weeks of paid time off a year, plus holidays and sick leave, to rest and recharge.
Care for Family Whatever family means to you, we want to support you along the way—including a stipend for fertility care or adoption, medical travel support, and an errand service.
Prioritize Emotional Wellness With on-demand apps and paid therapy sessions, you’ll have support no matter where you are.
Stay Fit Eating well and being active are important parts of a healthy life. Our onsite Café and gym, plus virtual classes, make it easier.
Embrace Flexibility Benefits are best when you have the space to use them. That’s why we facilitate a flexible environment so you can find the right balance for you.

Covid-19 Policy
To help keep our employees, customers, and communities safe, we’ve developed guidelines for our teams. Currently, we encourage vaccination for all employees, and may require it depending on job functions (e.g., traveling for business, meeting with customers). While visiting our offices or attending team events, we ask employees to complete a daily health questionnaire and complete a weekly COVID test. Our COVID policies are subject to change depending on public health, regulatory and business circumstances. 

Equal Opportunity Employment Policy
Samsung Semiconductor is proud to be an equal opportunity workplace and affirmative action employer. We’re committed to fostering an inclusive environment where everyone feels welcomed and empowered to do their best work. We hire the best talent for our teams, regardless of race, religion, color, age, disability, sex, gender identity, sexual orientation, ancestry, genetic information, marital status, national origin, political affiliation, or veteran status. Our focus is on hiring teammates with humble expertise, kindness, dedication and a willingness to embrace challenges and learn together every day.