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Intern Research Engineer
Computer Vision/Deep Learning, Neon
Posted on 11/8/2022
INACTIVE
Locations
Mountain View, CA, USA
Experience Level
Intern
Desired Skills
Computer Vision
Data Structures & Algorithms
C/C++/C#
Pytorch
Tensorflow
Natural Language Processing (NLP)
Python
Requirements
  • Pursuing a Master's/Ph.D. (in Computer Science or a related field) or equivalent industry experience with domain expertise in Computer Vision, Computer Graphics, High-Performance Computing (HPC), NLP, or Machine Learning
  • Ability to write efficient, clean, and reusable code in Python and/or C++
  • Knowledge of professional software engineering practices including coding standards, code reviews, version control, and testing
  • Prior experience in developing a product based on machine learning research or equivalent contributions to an open-source project is a huge plus
  • Fluent in one of the popular Deep Learning frameworks such as PyTorch or TensorFlow
  • Modeling, analyzing, and synthesizing human emotions, behavior, expressions, or gestures
  • Geometric computer vision, object or scene understanding, multi-view geometry
  • Capture, estimation and tracking of human facial expressions or body shape & pose
  • Generative modeling for images and videos, human face and gesture modeling, neural rendering, or related techniques
  • Deep learning model optimization techniques such model distillation or TensorRT
Responsibilities
  • Design and implement novel algorithms in the emerging area of artificial humans
  • Efficiently design and conduct experiments to validate these algorithms with respect to product goals
  • Collaborate with researchers, other developers, and the product team to take research ideas into well-thought-out product features
  • Collect and curate training data, train deep learning models, and optimize them for deployment
  • Be a champion of engineering excellence in ML research and propose systematic changes to achieve it
Samsung Research America

501-1,000 employees

The American arm of the R&D hub of Samsung Electronics
Company Overview
SRA is on a mission to create superior products and services that contribute to a better global society. SRA is the American arm of the R&D hub for Samsung Electronics.
Benefits
  • Onsite Fitness Facility
  • Subsidized Meals
  • Coffee Barista Bar
  • Samsung University
  • Product Discounts
  • Dog Friendly Campus
  • Wellness Programs
  • Activity Clubs
Company Core Values
  • People
  • Excellence
  • Change
  • Integrity
  • Co-Prosperity