Senior Engineer, AI Software Engineering

Company: Samsung Electronics GmbH
Location: San Diego
Posted on: September 25, 2024

Job Description:

Senior Engineer, AI Software EngineeringJob Title: Senior Engineer, AI Software EngineeringJob Location: SSI San Diego 9868 ScrantonCategory: Engineering - SoftwareJob Type: Full-timeJob #: 42041Advancing the World's Technology TogetherOur 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 Do:

• 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.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.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.
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Keywords: Samsung Electronics GmbH, San Diego , Senior Engineer, AI Software Engineering, IT / Software / Systems , San Diego, California