AI Compiler Engineer

2 weeks ago

Singapur, Singapore MPC Moving Picture Company Full time
Company Description

Renesas is acknowledged as a top global semiconductor company, aiming to contribute to a safer, healthier, and more environmentally friendly world. By offering innovative solutions in automotive, industrial, infrastructure, and IoT sectors, our objective is to enhance every endpoint's intelligence. Our diverse product portfolio includes leading-edge MCUs, SoCs, analog and power products, along with Winning Combination solutions that tailor to these complementary products. Despite our products being ubiquitous, they play a crucial role in the electronics industry.

Renesas has a workforce of approximately 21,000 individuals across 30+ countries globally. As a united global team, our employees embody the Renesas Culture, grounded on transparency, agility, global vision, innovation, and entrepreneurship. We are devoted to fostering diversity and inclusion backed by dedicated initiatives and leadership. Renesas envisions a sustainable future empowered by technology. Come join us in shaping the future of electronics and beyond.

Job Description

As a member of the Machine Learning Core team, you will contribute to developing an extensive AI Compiler strategy. This strategy aims to provide a flexible platform for exploring new DL/ML model architectures while ensuring high performance tailored for diverse hardware architectures in production environments. Your responsibilities will include developing AI compiler frameworks to accelerate machine learning workloads on next-generation AI hardware. Collaborating closely with AI researchers, you will analyze deep learning models and optimize them efficiently for AI platforms. Furthermore, you will partner with hardware design teams to create compiler optimizations for superior performance. By implementing software development best practices, you will design features and employ optimization and performance tuning techniques. This role offers valuable experience in crafting machine learning compiler frameworks and contributes to driving hardware-software co-design for AI-specific challenges.

Our mission revolves around leveraging cutting-edge machine learning and cloud technologies to develop top-tier AI inference for self-driving vehicles and advanced driver safety systems. Renesas, a prominent automotive electronics supplier globally, presents a unique opportunity to deploy your AI software across the billions of devices shipped annually to customers. Join our newly established AI & Cloud Engineering team of approximately 100 software engineers. With a significant demand for our AI-related products, our team is set to triple in size over the next three years, offering ample room for professional growth within our tight-knit community. We are actively seeking talent for our Tokyo, Beijing, and Singapore locations. For qualified candidates residing elsewhere, relocation support to one of these sites can be arranged based on team requirements.

Qualifications
  • Bachelor's or Master's degree in computer science, machine learning, mathematics, physics, electrical engineering, or a related field.
  • Proficiency in C/C++, Python, or other relevant programming languages.
  • Experience in optimizing deep learning models or libraries for hardware architectures.
  • Familiarity with machine learning frameworks such as PyTorch, TensorFlow, ONNX, etc.
Additional Information

Renesas Electronics Corporation envisions a future where technology enhances everyday lives by promoting safety, intelligence, and sustainability. As a global leader in microcontrollers, Renesas leverages its proficiency in embedded processing, analog, power, and connectivity to deliver comprehensive semiconductor solutions. These Winning Combinations expedite time-to-market for automotive, industrial, infrastructure, and IoT applications, facilitating the proliferation of billions of intelligent connected devices that revolutionize how people live and work. To learn more, visit our official website.

At the core of Renesas' mission, 'To Make Our Lives Easier,' lies our corporate culture, TAGIE, representing Transparency, Agility, Global vision, Innovation, and Entrepreneurship. We are dedicated to incorporating this distinctive culture into all facets of our operations to foster success and establish trust with our diverse workforce, customers, and stakeholders.

Renesas Electronics upholds a commitment to equal opportunity and affirmative action, striving to uphold diversity and cultivate a discrimination-free work environment across sex, race, religion, nationality, gender, age, sexual orientation, military and veteran status, or any other protected status. For detailed insights, refer to our Diversity & Inclusion Statement.

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