AI Compiler Engineer, Math/System Acceleration and Validation

4 weeks ago

Beijing, Beijing, China Renesas Electronics Full time

Job Title: AI Compiler Engineer, Math/System Acceleration and Validation

Job Description:

We are seeking a talented and motivated AI Math/System Acceleration and Validation Engineer to join our team. In this role, you will be part of the AI & Cloud Engineering (ACE) Division and Hybrid Compiler team.

The team has been developing a comprehensive AI Compiler strategy that delivers a highly flexible platform to explore new DL/ML model architectures, combined with auto-tuned high performance for production environments across a wide range of hardware architectures. The compiler framework, ML graph optimizations and kernel authoring specific to the hardware impacts performance, developer efficiency & deployment velocity of both AI training and inference platforms.

You will be developing AI compiler frameworks to accelerate machine learning workloads on the next generation of AI hardware. You will work closely with AI researchers to analyze deep learning models and how to lower them efficiently on AI platforms. You will also partner with hardware design teams to develop compiler optimizations for high performance.

You will apply software development best practices to design features, optimization, and performance tuning techniques. You will gain valuable experience in developing machine learning compiler frameworks and will help in driving next generation hardware software co-design for AI domain specific problems.

Responsibilities:

  • Develop AI compiler frameworks to accelerate machine learning workloads on the next generation of AI hardware.
  • Work closely with AI researchers to analyze deep learning models and how to lower them efficiently on AI platforms.
  • Partner with hardware design teams to develop compiler optimizations for high performance.
  • Apply software development best practices to design features, optimization, and performance tuning techniques.

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 language.
  • 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 of Product Owner of scrum team is plus.

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, and our goal is to make every endpoint intelligent 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 are a key supplier to the world's leading manufacturers of electronics you rely on every day; you may not see our products, but they are all around you.

Renesas employs 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.

At Renesas, we want to build a sustainable future where technology helps make our lives easier. Join us and build your future by being part of what's next in electronics and the world.

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