Optimization Engineer for AI and Cloud Technologies

1 week ago


Singapore Renesas Electronics Full time

Overview


We are seeking a Model/Middleware/Driver Optimization Engineer to join our team. As part of the AI & Cloud Engineering (ACE) Division and Customer Engineering team, you will work closely with developers of AI products and models to accelerate delivery of next generation AI products and models.


The Customer Engineering team supports customers on our current and future SOC platforms as well as custom projects and proof of concepts. Our team has been supporting customers for the optimization, customization and improvement of Renesas AI products and gives feedback to the development of AI products and models.


We have a global team helping customers easily use our software tools and services. Our division's mission is to use the latest AI and cloud technologies to develop the best AI inference for advanced driver safety engineers building self-driving vehicles and other high performance compute products.


Responsibilities



  1. Contribute to the development of industry-leading AI products by supporting new state of the art inferences and customer programs.
  2. Collaborate with AI development engineers, Technical program managers and Customer support engineers to accelerate delivery of next generation AI products and models.
  3. Customize Renesas AI products including deep learning networks, implementation of compiler optimization algorithms, AI compiler kernel development, etc.

Qualifications



  • Bachelor's or Master's degree in computer science, information technology, machine learning, mathematics, physics, electrical engineering or any 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 Scrum based development is a plus.

Company Description


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.



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