AI Compiler Engineer (Fresher)
BOS SEMICONDUCTORS VIETNAM CO., LTD
Tổng quan
Mức lương: Thoả thuận
Loại công việc: Toàn thời gian
Kinh nghiệm: Không yêu cầu kinh nghiệm
Số lượng tuyển: 6
Hạn nộp hồ sơ: 2025-12-15
Ngày đăng: 2025-11-16 08:49
Danh mục: Điện/điện tử/viễn thông
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
Phúc 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!