AI Compiler Engineer, High-Performance Computing and Validation
1 week ago
We are seeking a highly skilled AI Compiler Engineer to join our team at Renesas Electronics. As a key member of our organization, you will be responsible for developing and optimizing AI compiler frameworks, high-performance kernels, and acceleration strategies for next-generation hardware architectures.
Key Responsibilities- AI Compiler Framework Development: Design, develop, and maintain AI compiler frameworks to support new state-of-the-art inference and training machine learning/AI accelerators.
- Kernel Authoring and Acceleration: Author high-performance kernels and accelerate them onto next-generation hardware architectures to achieve optimal performance.
- Collaboration with AI Research Scientists: Work closely with AI research scientists to accelerate the development of next-generation deep learning models, including recommendation systems, computer vision, and natural language processing.
- Mathematical and System Acceleration: Develop core mathematical and system acceleration libraries and strategies to further accelerate AI workloads.
- Deep Learning Network Analysis: Analyze deep learning networks, estimate target latency and accuracy, and develop optimized inference applications.
- Profiling Tools Development: Develop profiling tools to identify bottleneck parts of AI accelerators and models.
- Bachelor's or Master's degree in computer science, machine learning, mathematics, physics, electrical engineering, or a related field.
- Experience in C/C++, Python, or other related programming languages.
- Experience in accelerating deep learning models or libraries on hardware architectures.
- Experience working with machine learning frameworks such as PyTorch, TensorFlow, ONNX, etc.
- Ability to speak and write in English at a business level.
- Experience as a Product Owner of a scrum team is a plus.
Renesas Electronics Corporation empowers a safer, smarter, and more sustainable future where technology helps make our lives easier. As the leading global provider of microcontrollers, Renesas combines its expertise in embedded processing, analog, power, and connectivity to deliver complete semiconductor solutions. These Winning Combinations accelerate time to market for automotive, industrial, infrastructure, and IoT applications, enabling billions of connected, intelligent devices that enhance the way people work and live.
Our mission, To Make Our Lives Easier, is underpinned by our company culture, TAGIE. TAGIE stands for Transparent, Agile, Global, Innovative, and Entrepreneurial. Our goal is to embed this unique culture in everything we do to succeed as a company and create trust with our diverse colleagues, customers, and stakeholders.
Renesas Electronics is an equal opportunity and affirmative action employer, committed to supporting diversity and fostering a work environment free of discrimination on the basis of sex, race, religion, national origin, gender, gender identity, gender expression, age, sexual orientation, military status, veteran status, or any other basis protected by law.
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Singapur, Singapore Renesas Electronics Full timeJob Description Development of AI compiler framework, high performance kernel authoring and acceleration onto next generation of hardware architectures. Contribute to the development of the industry-leading machine learning framework core compilers to support new state of the art inference and training machine learning/AI accelerators and optimize their...
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Singapur, Singapore Renesas Electronics Full timeJob SummaryWe are seeking a highly skilled AI Compiler Engineer to join our team at Renesas Electronics. As a key member of our team, you will be responsible for developing and optimizing AI compiler frameworks, high-performance kernels, and accelerating AI workloads on next-generation hardware architectures.Key ResponsibilitiesAI Compiler Framework...
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