Logo of Huzzle

Home

Matches

Explore

Manage

2024 Summer Intern, Service Intelligence Solutions

image

Samsung Research America (SRA)

Apr 1

Applications are closed

  • Internship
    Full-time
    Summer Internship
  • Data
  • Mountain View

Requirements

  • BS/MS/PhD Computer Science or equivalent field with knowledge around Android Engineering, NLP, ML, AI will be a plus
  • Experience with building end-to-end systems on Android devices for building on-device learning frameworks and solutions based on machine learning or deep learning methods (ETL, modeling and deployment)
  • Experience with object-oriented design and development and proficiency in Java and Python programming languages
  • Experience with deep learning architectures such as LSTMs, Transformers, Tree-LSTMs, Graph Neural Networks, etc.
  • Experience with deep learning frameworks like TensorFlow, PyTorch, JAX and libraries like Hugging Face transformers, Deep Graph Library, DGL-KE, etc. with specific requirements for Android devices
  • Experience with CI / CD platforms like Jenkins, Github actions and Circle CI
  • Knowledge about deployment processes and writing bash scripts.
  • Hands on experience with Web applications/services development in a professional environment
  • Strong knowledge of design patterns and scalable architecture
  • Strong understanding of computer science fundamentals such as algorithms, data structures and run-time analysis
  • Ability to create self-contained, reusable, and testable modules and components
  • Experience working in a complex large codebase and or in an open-source project is a strong plus
  • Extensive experience with software prototyping or designing experimental software
  • Analytical and problem-solving skills for design, creation, and testing of custom software

Responsibilities

  • You will develop predictive models on large-scale datasets to address various business problems leveraging advanced statistical modeling, machine learning, or data mining techniques. Participate in new product concepts and create proof-of-concept prototypes
  • Design, implement and evolve existing on-device service intelligence solutions using Android frameworks
  • Design and implement infrastructure for orchestrating end to end machine learning lifecycles
  • Set up processes to monitor and continually improve efficiency and performance of models
  • Software development including algorithm implementation, optimization, performance profiling, integration to production systems, testing and documentation.
  • Write high-quality production code as you build and maintain robust, scalable machine learning systems.
  • Program primarily in Python and / or Java using efficient algorithms and software design patterns
  • Function as an integral part of a larger team and collaborate and communicate effectively

Samsung Research America (SRA)

Technology
Industry
1001-5000
Employees

Mission & Purpose

Founded in October 1988, Samsung Research America (SRA) builds upon Samsung’s 40-year history in the Bay Area. Headquartered in Silicon Valley, with offices across the United States and Canada, SRA is engaged in researching emerging technology to create new businesses and developing core technology to enhance the competitiveness of Samsung products. We also play a key role in providing the infrastructure to support Samsung’s open innovation and university collaboration activities.