AI/ML Application Engineer

MemryX Inc is a USA-based startup company specializing in AI accelerator design, with office in Taipei. MemryX is backed by prominent investors and industry leaders, and offers a great career opportunity for both young and experienced engineers.

IC Design / AI / Machine Learning
AI IC Design

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Who You Are

  • You are an open and honest communicator who values your team
  • You are innovative, enjoy bringing new ideas to the table and are receptive to ideas and feedback from others
  • You’re passionate about advancing the state of the world through new technology
  • You enjoy the ambiguity and pace of a startup environment

What you will be doing

  • Meet with customers and internal team members to plan and execute on development supporting our customers’ requirements and delivery dates
  • Analyze and optimize model structure, operators and provide suggestion to ensure high-performance solutions
  • Integrate the latest accelerator hardware and software with customer applications to validate the MemryX value proposition for each application
  • Contribute to software engineering best practices for development, testing, documentation, and technical reviews
  • Design, create, and execute test plans, test cases, and test scripts for SDKs and DevHub features across multiple platforms/OS

What we expect to see

  • Knowledge of embedded hardware platforms and ensure AI chip compatibility on various embedded hardware
  • Proven ability to translate customer requirements into technical solutions and optimize AI systems accordingly
  • Knowledge of fundamental AI/neural-networks concepts and tools (Object Identification, Object Detection, ONNX, Tensorflow, Pytorch, model operators, compilers, etc)
  • Proven hands-on experience with edge ai deployment frameworks such as OpenVINO or TensorRT
  • Strong problem-solving skills and an ability to troubleshoot and debug complex multi-dimensional problems
  • Work closely with AI engineers to understand and translate requirements into practical AI solutions
  • Practical knowledge of agile development using tools such as Jira, Git and GitHub

What we’re happy to see

  • Proficiency in AI application development using Python/C/C++, with experience in ML libraries (ONNX, PyTorch and TensorFlow)
  • Direct experience in embedded computer vision systems (Camera system integration and optimization, OpenCV, Gstreamer, etc)

Requirements

  • BS/MS in Computer Science with 3+ years of experience in AE, SW, Systems
  • Hands-on experience in AI (specifically Deep Neural Networks) and AI frameworks (TensorFlow, Keras, PyTorch, ONNX), Computer Vision, NN models
  • Experience in Linux, Windows, embedded platform OS
  • Self-driven with the ability to work in a startup

Tagged as: AI, ML, onnx, pytorch, Tensorflow

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