ML Accelerator Modeling Engineer (TW)

Who you are

You have a strong background in machine learning and system-level architecture, with experience in creating architectural models for various applications. Your proficiency in Python and TensorFlow allows you to analyze workloads effectively and derive representative models for machine learning accelerators. You are curious and eager to collaborate with multidisciplinary teams to push the boundaries of performance and power in automotive compute platforms.

You understand the intricacies of high-performance computing and have a keen interest in optimizing hardware and software for maximum efficiency. Your analytical skills enable you to define and derive representative workloads that contribute to the development and verification of machine learning accelerators. You thrive in a collaborative environment and are excited about the opportunity to work on cutting-edge technology in the autonomous driving space.

Desirable

Experience with custom silicon design and system-level compute architectures is a plus. Familiarity with automotive applications and the challenges associated with autonomous driving technology will enhance your contributions to the team.

What you'll do

In this role, you will create architectural models that facilitate the exploration and verification of machine learning accelerators. You will analyze various workloads to define and derive representative models that inform the development process. Collaborating closely with hardware and software engineers, you will ensure that the compute platform meets the high-performance demands of autonomous vehicles.

You will participate in the design and optimization of hardware and software systems, contributing to the overall performance and efficiency of the Waymo Driver. Your work will directly impact the capabilities of the autonomous driving technology, helping to improve access to mobility and enhance safety on the roads.

You will also engage in discussions with cross-functional teams to align on project goals and deliverables, ensuring that the architectural models you create are effectively integrated into the broader system. Your contributions will be critical in advancing the state of autonomous driving technology and achieving Waymo's mission of becoming the world's most trusted driver.

What we offer

Waymo provides a dynamic work environment where innovation and collaboration are at the forefront. You will have the opportunity to work with some of the brightest minds in the industry, tackling complex challenges in autonomous driving technology. The company offers competitive compensation, including a salary range of TWD 2,600,000 to TWD 3,150,000, along with eligibility for an annual bonus program and equity incentive plan. Additionally, Waymo's generous benefits program supports your well-being and professional growth, making it an exciting place to advance your career in the field of machine learning and autonomous systems.