Full-Time

Staff Engineer

AI Software Engineering

Updated on 5/14/2024

Samsung

Samsung

10,001+ employees

Manufactures electronics and advanced technology products


Senior

San Diego, CA, USA

Required Skills
Python
Data Science
Tensorflow
Data Structures & Algorithms
Pytorch
Requirements
  • Bachelors with 10+ years of relevant industry experience, or Masters with 8+ years or PhD with 5+ 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 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.
  • 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 a big plus.
Responsibilities
  • 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.

Samsung Electronics offers a dynamic workplace environment, driven by its leadership in diverse technology sectors including smartphones, TVs, and semiconductors. The company's commitment to integrating cutting-edge technologies like IoT and semiconductor advancements into its products makes it a compelling place for forward-thinking professionals looking to impact global technology trends. Working here provides the unique opportunity to be part of a team that shapes how connectivity and digital innovations enhance daily life on a global scale.

Company Stage

Seed

Total Funding

$100M

Headquarters

Suwon-si, South Korea

Founded

1969

Growth & Insights
Headcount

6 month growth

0%

1 year growth

3%

2 year growth

5%

Benefits

Comprehensive healthcare: Medical, Dental, Vision, Employee assistance program, Telehealth services

Work life success: PTO, FlexTime, FlexPlace, FlexYourFriday

Financial wellness: Health savings account, Flexible spending acounts, 401(k), Student loan support, Tuition assistance

Family first: Pregnancy support, Adoption assistance program, Paid child caregiver leave, Milk stork, WINFertility

Incentives: Fitness reimbursement, Annual physical. Preventative screenings, Lifestyle management