AI Hardware Compiler Specialist, Developer of Machine Learning Accelerators
10 hours ago
Job Overview
We are seeking a talented and experienced AI Hardware Compiler Specialist to join our team at Renesas Electronics. In this role, you will be part of the AI & Cloud Engineering Division and Hybrid Compiler team.
The successful candidate will have expertise in developing high-performance machine learning accelerators and compilers for next-generation hardware architectures. You will work closely with AI researchers to analyze deep learning models and optimize their performance on AI platforms. Additionally, you will collaborate with hardware design teams to develop compiler optimizations for high-performance computing.
Your primary responsibility will be to design, develop, and maintain AI compiler frameworks that accelerate machine learning workloads on emerging AI hardware. You will also contribute to the development of industry-leading machine learning frameworks core compilers to support new state-of-the-art inference and training machine learning/AI accelerators.
Responsibilities
- Design and develop AI compiler frameworks for high-performance machine learning accelerators.
- Collaborate with AI research scientists to accelerate the next generation of deep learning models.
- Analyze deep learning networks and develop compiler optimization algorithms.
- Develop and implement compiler optimizations for high-performance computing.
Requirements
- Bachelor's or Master's degree in Computer Science, Machine Learning, Mathematics, Physics, Electrical Engineering, or 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 English at a business level.
About Renesas Electronics
Renesas is one of the top global semiconductor companies in the world. We strive to develop a safer, healthier, greener, and smarter world by offering product solutions in the automotive, industrial, infrastructure, and IoT markets. Our robust product portfolio includes world-leading MCUs, SoCs, analog and power products, plus Winning Combination solutions that curate these complementary products.
We employ roughly 21,000 people in more than 30 countries worldwide. As a global team, our employees actively embody the Renesas Culture, our guiding principles based on five key elements: Transparent, Agile, Global, Innovative, and Entrepreneurial. Renesas believes in and has a commitment to diversity and inclusion, with initiatives and a leadership team dedicated to its resources and values.
Estimated Salary Range: $120,000 - $180,000 per year
Note: The estimated salary range is based on industry standards and may vary depending on individual qualifications and experience.
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