Ai Compiler Engineer, Math/system Acceleration and - Singapore - NodeFlair

NodeFlair

Verified Company

Singapore

4 weeks ago

Posted by:

Wei Jie

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Description

Job Summary:

Job Type
Permanent

Seniority
Senior Mid

Years of Experience
Information not provided

Tech Stacks
TensorFlow C++ PyTorch C Python

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.
Development of AI compiler framework, high performance kernel authoring and acceleration onto next generation of hardware architectures.
Contribute to the development of the industryleading machine learning framework core compilers to support new state of the art inference and training machine learning/AI accelerators and optimize their performance.
Collaborating with AI research scientists to accelerate the next generation of deep learning models such as recommendation systems, computer vision, or natural language processing.
Develop core mathematical and system acceleration libraries and strategies to further accelerate AI workloads
Analyze deep learning networks, estimate target latency and accuracy.
Development of profiling tools for finding bottleneck parts of AI accelerators and models.

Qualifications

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.

Additional Information

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.