Deep Learning Compiler Engineer Intern
San Diego, California, United States
Applications have closed
Samsung Semiconductor, Inc.
Samsung provides innovative semiconductor solutions, including DRAM, SSD, processors, image sensors with a wide-ranging portfolio of trending technologies.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.
Samsung Semiconductor Inc. (SSI) is advancing the world’s technology. As a leader in Memory, System, LSI and LCD technologies, our US teams contribute to breakthroughs in 5G, SOC, memory and display. With our global perspective and diversity of thought, we proudly serve our customers around the world. We are looking for team members who share our commitment to learning and growth and excel when collaborating within and across teams.
SSI is headquartered in the heart of Silicon Valley and is a wholly-owned U.S. subsidiary of Samsung Electronics Co., Ltd. - the #1 employer in the world (Forbes, 2020 & 2021) and top patent-holder in the U.S. Want to advance the world’s technology with us?
Job Title
Deep Learning Compiler Engineer Intern
Location
San Diego, CA
Job #
41074
OVERVIEW & IMPACT:
Samsung SoC R&D Lab in San Diego is seeking talented, highly motivated individuals to join our team for NPU SW developments. In this team, you will work on the deep learning compiler development and optimizations that can significantly enhance the ability of Samsung mobile products and platforms.
JOB RESPONSIBILITIES:
- Develop and optimize the compiler for Samsung proprietary Neural Engine Accelerator.
- Bring up NN (Neural Network) models and add support in the compiler for new hardware features as well as log analysis.
- Participate in the design, implementation, integration, and verification, and contribute to the architectural design.
QUALIFICATIONS & REQUIRED SKILLS:
- Strong programming skills in C/C++.
- Hands-on experience with neural networks inference on dedicated HW accelerators (such as NPU - Neural Processing Unit), GPU or DSP.
- Passion for developing and optimizing compilers for modern architectures.
- Deep knowledge of compiler architecture, front-end and middle-end optimizations, scheduling, register allocation, back-end code generation with good understanding of ISA and IR.
- Understanding of deep learning models and their mathematical operations.
- Excellent communication skills with a strong analytical approach to problem-solving.
- A strong team player, self-motivated and positive attitude.
- Masters' degree or higher in Computer Science, Computer Engineering or Electrical Engineering.
Additionally, we look for the following universal qualities in all candidates:
- Resourceful Achiever: self-motivated and proactive, you flex to try new approaches and creatively solve problems
- Avid Learner: you thrive with challenges, seek continuous growth and improvement, and seek data to prove your hypotheses
- Devoted Professional: you are diligent and deliberate in your work, leveraging your expertise to deliver results without ego
- Thoughtful Collaborator: you build relationships across teams, offering help and welcoming ideas from others to drive work forward in an inclusive manner
PREFERED SKILLS
- LLVM experience is big plus but not mandatory.
- Python skill is a plus.
COVID-19 POLICIES
- Successful applicants must comply with company COVID-19 policies, which are subject to change in response to public health, regulatory and business circumstances
- Current policies are subject only to emergency or legally-required exceptions and include: mandatory reporting of vaccination status; vaccination requirement for office access, external meetings and business travel; mask usage in office; and daily screening procedures at offices
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.
Tags: Architecture C++ Computer Science Deep Learning Engineering Excel GPU Python R R&D
Perks/benefits: 401(k) matching Career development Competitive pay Fertility benefits Fitness / gym Flex hours Flex vacation Health care Medical leave Startup environment Team events Wellness
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