Full-Time

Principal Engineer

AI/ML Software Compiler

Updated on 5/14/2024

Samsung

Samsung

10,001+ employees

Manufactures electronics and advanced technology products


Expert

San Jose, CA, USA

Required Skills
Tensorflow
Data Structures & Algorithms
Requirements
  • BS in Computer/Electrical Engineering or Computer Science with 20+ years of working experiences in silicon development or MS in Computer/Electrical Engineering or Computer Science with 18+ years of relevant working experience or PhD and 15+ years of relevant working experience preferred.
  • Strong background in compiler design and optimization techniques.
  • Experiences in developing and optimizing software for high-performance computing systems
  • Experiences in LLVM / MLIR (preferred)
  • Familiarity with PyTorch, Tensorflow, or JAX.
  • Familiarity with hardware architectures such as CPUs, GPUs, TPUs, and NPUs.
  • Strong analytical and problem-solving skills
  • Excellent communication and interpersonal skills
  • Ability to work independently and as part of a team
Responsibilities
  • Design and implement ML compilers for high-performance deep learning applications.
  • Optimize compilers for efficient execution of deep learning models on various hardware platforms.
  • Design a staged lowering infrastructure to meet rapidly evolving workload requirements effectively.
  • Design an algorithm to optimize data locality to minimize energy consumption.
  • Work closely with hardware architects and developers to integrate new ML techniques and algorithms into the compiler.
  • Collaborate with cross-functional teams to define and deliver ML compiler features and improvements.
  • Troubleshoot and debug compiler issues, and provide technical support to customers.
  • Contribute to the development of ML compiler documentation and user guides.
  • Stay up-to-date with the latest trends and advancements in the field of ML compilers and hardware.

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