Audio AI Engineer Summer Intern
If you are looking for a challenging and exciting career in the world of technology, then look no further. Skyworks is an innovator of high-performance analog semiconductors whose solutions are powering the wireless networking revolution. Through our broad technology expertise and one of the most extensive product portfolios in the industry, we are Connecting Everyone and Everything, All the Time.
At Skyworks, you will find a fast-paced environment with a strong focus on global collaboration, minimal layers of management, and the freedom to make meaningful contributions in a setting that encourages creative thinking. We value open communication, mutual trust, and respect. We are excited about the opportunity to work with you and glad you want to be part of a team of talented individuals who together are changing the way the world communicates.
Requisition ID: 73855
Job Description
Skyworks is a prominent semiconductor and technology company that is empowering the wireless networking revolution, connecting people, places, and things around the world. We are looking for a current student who is available to work full-time in our Hillsboro, Oregon office as part of our summer 2024 internship program. You will be working with our AI group to help research and develop cutting-edge speech and signal processing algorithms on edge devices. As part of this team, you will share responsibility for some of the following tasks:
Development of neural networks
Analyze neural network efficiency and performance
Port to and test neural networks on microprocessors and other constrained devices
Develop neural network based real-time audio algorithms that are memory and computationally efficient
Research state of the art neural networks in the audio domain
Job Requirements
Many of the following skills will be necessary for success in this role:
Experience with at least one deep learning framework (preferably Tensorflow)
Understanding of common neural network layer types and their mathematical operations
Programming in Python and C/C++ (preferably experience with embedded programming)
Knowledge of bit level representations for integer and float types
Conceptual understanding of computer architecture, memory, and caching
Familiarity with audio/speech/music signals
Proficient in Linux (Ubuntu)
Desire to write clean, maintainable code under version control (Git)
Education
Preferably enrolled in a master’s or PhD program in a STEM related field that involves programming (e.g. Computer Science, Computer Engineering, Mathematics). Bachelor students will be considered if they have professional experience or personal projects applying neural networks to solve complex problems, and/or advanced embedded programming.