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DSA Deep Learning Software Engineer
Neural Network Optimization and Compiler
Confirmed live in the last 24 hours
San Diego, CA, USA
Experience Level
Desired Skills
Data Structures & Algorithms
  • Strong programming skills in C/C++ and Python
  • Strong problem solving and debugging skills
  • Expertise in deep learning, machine learning and/or artificial intelligence, in particular model compression, quantization, and optimization
  • Working knowledge of deep learning compiler design and hands-on experience with neural networks inference on dedicated hardware accelerators
  • Excellent communication and teamwork skills
  • Excellence in writing technical reports and high quality publications
  • Resourceful Achiever: self-motivated and proactive, you flex to try new approaches and creatively solve problems
  • Avid Learner: you thrive with challenges, seek continuous growth and improvement, and seek data to prove your hypotheses
  • Devoted Professional: you are diligent and deliberate in your work, leveraging your expertise to deliver results without ego
  • Thoughtful Collaborator: you build relationships across teams, offering help and welcoming ideas from others to drive work forward in an inclusive manner
  • Publications in highly ranked journals and conferences
  • Masters in a Computer Science or Electrical Engineering with experience. PhD candidates with strong research backgrounds are preferred
  • Develop novel deep learning algorithms for neural network optimization such as model quantization, pruning, compression, or neural architecture search
  • Develop and optimize the compiler for Samsung proprietary application processors such as NPU (Neural Processing Unit), GPU, and/or DSP, to accelerate a wide range of deep learning applications
  • Coordinates with other engineers and technical experts to bring up new hardware silicon and add support in the software toolchain for these hardware features
  • Prepare presentations, technical reports and patent applications that reflect the results

10,001+ employees

One of the world's largest producers of electronic devices
Company Overview
Samsung's mission is to devote its talent and technology to creating superior products and services that contribute to a better global society. Samsung produces a wide range of electronic devices and is ranked as a top 10 global brand.
  • 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
Company Values
  • People: Quite simply, a company is its people. At Samsung, we’re dedicated to giving our people a wealth of opportunities to reach their full potential.
  • Excellence: Everything we do at Samsung is driven by an unyielding passion for excellence and an unfaltering commitment to develop the best products and services on the market
  • Change: As we have done since our foundation, we set our sights on the future, anticipating market needs and demands so we can steer our company toward long-term success.
  • Integrity: Operating in an ethical way is the foundation of our business. Everything we do is guided by a moral compass that ensures fairness, respect for all stakeholders and complete transparency.
  • Co-prosperity: Samsung is committed to becoming a socially and environmentally responsible corporate citizen in all of its communities worldwide.