MLOps Engineer HPC AI

1 week ago

Singapur, Singapore Renesas Electronics Full time
About the Role

We are seeking a highly skilled MLOps Engineer to join our AI & Cloud Engineering (ACE) Division. As a key member of our team, you will play a crucial role in developing a comprehensive AI strategy that delivers a highly flexible platform to explore new Deep Learning / Machine Learning model architectures.

Key Responsibilities

  • Design and develop AI/ML pipelines and engineering infrastructure to support internal and external machine learning systems at scale.

  • Develop and deploy scalable tools and services to handle machine learning training and inference.

  • Identify and evaluate new technologies to improve performance, maintainability, and reliability of machine learning systems.

Requirements

  • Bachelor's or Master's degree in computer science, machine learning, mathematics, physics, electrical engineering or related field.

  • Experience building end-to-end systems as a Platform Engineer, ML DevOps Engineer, or Data Engineer (or equivalent).

  • Strong software engineering skills in complex, multi-language systems.

  • Experience in C/C++, Python, or other related programming language.

  • Experience working with cloud computing and database systems.

  • Experience building custom integrations between cloud-based systems using APIs.

  • Experience developing and maintaining ML systems built with open source tools.

  • Experience developing with containers and Kubernetes in cloud computing environments.

  • Familiarity with one or more data-oriented workflow orchestration frameworks (KubeFlow, Airflow, Argo, etc.).

  • Understanding of software testing, benchmarking, and continuous integration.

  • Experience working with machine learning frameworks such as PyTorch, TensorFlow, ONNX etc.

  • Understanding of System-on-Chip is a plus.

  • Ability to speak and write in English at a business level.

About Renesas Electronics

Renesas Electronics Corporation empowers a safer, smarter and more sustainable future where technology helps make our lives easier. The leading global provider of microcontrollers, Renesas combines our expertise in embedded processing, analog, power and connectivity to deliver complete semiconductor solutions. These Winning Combinations accelerate time to market for automotive, industrial, infrastructure and IoT applications, enabling billions of connected, intelligent devices that enhance the way people work and live. Learn more at www.renesas.com.

Renesas' mission, To Make Our Lives Easier, is underpinned by our company culture, TAGIE. TAGIE stands for Transparent, Agile, Global, Innovative and Entrepreneurial. Our goal is to embed this unique culture in everything we do to succeed as a company and create trust with our diverse colleagues, customers and stakeholders.

Renesas Electronics is an equal opportunity and affirmative action employer, committed to supporting diversity and fostering a work environment free of discrimination on the basis of sex, race, religion, national origin, gender, gender identity, gender expression, age, sexual orientation, military status, veteran status, or any other basis protected by law. For more information, please read our Diversity & Inclusion Statement.

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