Mô tả công việc
Develop and optimize compiler tools and runtime systems specialized for NPUs, focusing on ResNet50 and other deep learning models.
Collaborate with the AI research and development team to understand the architecture of the NPU and develop strategies for optimizing AI models for this hardware.
Design, implement, and optimize compiler algorithms and runtime libraries to enable efficient execution of AI models on NPUs.
Work closely with the AI engineering team to integrate AI models into our automotive systems and ensure optimal performance on NPU hardware.
Analyze and evaluate the performance of AI models on NPUs, identify bottlenecks, and propose solutions for optimization.
Work closely with infrastructure, hardware, and do research to design solutions across the ML stack.
Write clean, testable, and well-documented code to ensure long-term maintainability.
Stay up to date with the latest advancements in compiler technology and AI hardware architecture to continuously improve the performance and efficiency of our AI models.
Yêu cầu
A strong willingness to learn.
Graduating or recently graduated students with a Bachelor's degree in Computer Science, Computer Engineering, or a related field (GPA of at least 8.0).
Proficiency in English, both written and spoken.
Knowledge of programming languages Python, with working knowledge of C++ or willingness to work at the system level.
Hands-on experience with deep learning frameworks (e.g., PyTorch)
Additional skills and experience in related areas are a plus, including:
Familiarity with the inner workings of machine learning frameworks like PyTorch, or equivalent
Experience with performance characteristics of computer vision models for ADAS applications (e.g. Resnet50, YOLO, autonomous driving models, etc.)
Familiarity with AI model optimization techniques
Knowledge of NPU architecture
Experience in embedded systems development
Quyền lợi
Competitive salary and benefits package
13th salary, retention bonus
Full-day meals provided (breakfast, lunch, and dinner)
Private Health Insurance, Hybrid work model
Chance to work on innovative projects and make a meaningful impact in the automotive industry.
Collaborative and supportive company culture.
We care about your well-being and personal growth with Fun English classes, Happy Beer Parties, Football & Badminton Club, and more!
Thông tin khác
Thời gian làm việc
Thứ 2 - Thứ 6 (từ 08:00 đến 17:00)
Thông tin chung