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Full-Time

Staff Engineer

AI Software Engineering

Posted on 6/27/2024

Samsung

Samsung

10,001+ employees

Develops and sells consumer electronics and appliances

Hardware
Consumer Software
Consumer Goods

Compensation Overview

$153.1k - $236.9kAnnually

Expert

San Jose, CA, USA

Requires onsite presence in San Jose, California for three days per week.

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 offers a variety of electronic products and services for both consumers and businesses. The company develops, manufactures, and sells devices such as smartphones, tablets, televisions, and home appliances. These products work by integrating advanced technology to provide users with high-quality performance and features. Samsung stands out from its competitors by consistently introducing new technologies and features, ensuring that its products remain relevant and appealing in a fast-paced market. The goal of Samsung is to meet the diverse needs of its customers while leading the technology industry through continuous innovation.

Company Stage

Seed

Total Funding

$100M

Headquarters

null, null

Founded

1969

Simplify Jobs

Simplify's Take

What believers are saying

  • Samsung's strategic acquisitions and investments position it at the forefront of AI and semiconductor innovation, offering employees opportunities to work on cutting-edge technologies.
  • The company's global investment strategy provides a dynamic and diverse work environment, fostering cross-industry collaboration and innovation.
  • Samsung's financial strength and market leadership ensure stability and ample resources for ambitious projects and career growth.

What critics are saying

  • The rapid pace of acquisitions and investments may lead to integration challenges and potential cultural clashes within the company.
  • Samsung's broad investment strategy could dilute focus, potentially impacting the depth of innovation in specific areas.

What makes Samsung unique

  • Samsung's acquisition of Oxford Semantic Technologies highlights its commitment to integrating advanced AI reasoning capabilities into its ecosystem.
  • The Samsung Catalyst Fund's investment in DreamBig Semiconductor underscores Samsung's strategic focus on next-generation semiconductor technologies.
  • Samsung's involvement in diverse funding rounds, from AI startups to cybersecurity firms, showcases its broad investment strategy aimed at fostering innovation across multiple tech sectors.

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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

INACTIVE