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Full-Time

Staff Engineer

AI Software Engineering

Updated on 7/24/2024

Samsung

Samsung

10,001+ employees

Produces electronics, semiconductors, and IoT devices

Industrial & Manufacturing
VR & AR
Cybersecurity
Aerospace
Consumer Goods

Compensation Overview

$153.1k - $236.9kAnnually

Expert

San Jose, CA, USA

Category
Applied Machine Learning
AI & Machine Learning
Required Skills
Python
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.
  • Solid knowledge on deploying AI models to Edge Devices: data flow scheduling, graph optimization, memory allocation and footprint optimization.
  • Understanding and experience in ML and DL algorithms as well as LLMs.
  • Model quantization, compression, and optimization for better accuracy and latency.
  • MLIR, IREE, LLVM experience is a 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 specializes in a wide range of technology products, including smartphones, TVs, wearable devices, tablets, digital appliances, network systems, medical devices, semiconductors, and LED solutions, positioning itself at the forefront of the Internet of Things. The company's products incorporate advanced technologies such as IoT connectivity, semiconductor technology, and LED solutions.

Company Stage

Seed

Total Funding

$100M

Headquarters

Suwon-si, South Korea

Founded

1969

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