Senior Engineer, AI Software Engineering

Company: Samsung Electronics GmbH
Location: San Diego
Posted on: April 16, 2024

Job Description:

Senior Engineer, AI Software Engineering Job Title Senior Engineer, AI Software Engineering Job Location SSI San Diego 9868 Scranton Category Engineering - Software Job Type Full-time Job # 42041 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 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 DoSamsung SoC R&D Lab in San Diego is seeking talented, highly motivated individuals to join our team conducting deployment of NN models on Samsung Exynos SoC in mobile and automotive. In this team, you will work with team members to enhance the ability of Samsung mobile and automotive products and platforms.Location: Hybrid, working onsite at our San Diego, CA office 3 days a week, with the flexibility to work remotely the remainder of your time.Job ID: 42041

• Deploy NN models, especially transformer-based models to Samsung Exynos SoC (NPU, GPU, DSP and CPU) and perform optimizations.
• Implement new features and optimize the existing ones in compiler.
• Participate in the design, implementation, integration, and verification, and contribute to the architectural design.
• Prepare presentations, technical reports and patent applications.What You Bring
  • Bachelors with 5+ years of relevant industry experience, or Masters with 3+ years or PhD with 0 years in Electrical Engineering, Computer Science or related field preferred.
  • Strong software development skills in C/C++, Python, PyTorch, TensorFlow.
  • Hands-on experience with neural network (experience with transformer-based models such as BERT, GPT, LLaMA, or LLaVA is a plus) deployment NPU, GPU, DSP or CPU.
  • Knowledge of compiler architecture, front-end and middle-end optimizations, scheduling, register/memory allocation, back-end code generation with good understanding of ISA and IR.
  • Understanding and experience in ML and DL algorithms as well as LLMs.
  • Model quantization, compression, and optimization for better performance, latency, and memory footprint.
  • A strong team player, self-motivated and positive attitude with excellent communication skills.
  • Masters' degree or higher in Computer Science, Computer Engineering, Electrical Engineering or Data Science with minimum three years of industrial experience.
  • MLIR, IREE, LLVM experience is big plus.
  • You're inclusive, adapting your style to the situation and diverse global norms of our people.
  • An avid learner, you approach challenges with curiosity and resilience, seeking data to help build understanding.
  • You're collaborative, building relationships, humbly offering support and openly welcoming approaches.
  • Innovative and creative, you proactively explore new ideas and adapt quickly to change.#LI-MS1 What We Offer The pay range below is for all roles at this level across all US locations and functions. Individual pay 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. We also offer incentive opportunities that reward employees based on individual and company performance. -This is in addition to our diverse package of benefits centered around the wellbeing of our employees and their loved ones. In addition to the usual Medical/Dental/Vision/401k, our inclusive rewards plan empowers our people to care for their whole selves. An investment in your future is an investment in ours. 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 Caf-- 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. Base Pay Range $116,000 - $174,000 USD 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. 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. - Applicant Privacy Policy https://semiconductor.samsung.com/us/careers/privacy
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Keywords: Samsung Electronics GmbH, San Diego , Senior Engineer, AI Software Engineering, IT / Software / Systems , San Diego, California