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
技能標籤： AI, ML, onnx, pytorch, Tensorflow
