AI Computing Systems Expert

6 days ago

Singapore beBeeArtificialintelligence Full time $160,000 - $240,000
Job Title: AI Computing Systems Expert.

About the Role:
The position offers a unique opportunity to drive advancements in autonomous driving technologies by bridging the gap between machine learning algorithms and hardware design. This role requires expertise in software/hardware co-design to develop high-performance, efficient, and scalable solutions for AI-driven systems.

Responsibilities:
• Conduct in-depth research and analysis of cutting-edge machine learning algorithms, with a primary focus on applications in autonomous driving.
• Monitor and forecast industry trends in AI technologies to identify opportunities for innovation and improvement.
• Evaluate the computational and memory requirements of various AI models and operators, identifying optimization opportunities.
• Collaborate closely with chip architects and engineers to design and implement software/hardware co-designed solutions that enhance chip performance, efficiency, and scalability.
• Develop comprehensive technical documentation and presentations to effectively communicate complex concepts to both technical and non-technical audiences.
• Stay connected with academic and industry research communities to remain at the forefront of AI and machine learning advancements.

Qualification/ Requirements:
• Education: Master's or PhD in Computer Science, Electrical Engineering, or a related technical field with a strong focus on machine learning.
• Experience: Proven experience in developing and analyzing machine learning algorithms.
• Programming Skills: Proficiency in programming languages such as Python and C++.
• ML Frameworks:Hands-on experience with machine learning frameworks like TensorFlow and PyTorch, and deploying them on hardware accelerators.
• Collaboration: Demonstrated ability to work effectively in a team-oriented, cross-disciplinary environment.
• Co-Design Expertise: Strong understanding of software/hardware co-design principles and their impact on system performance is highly preferred.

Tell employers what skills you have
TensorFlow
Machine Learning
Technical Documentation
Scalability
Hardware
Architect
PyTorch
Python
Teamoriented
Bridge
Electrical Engineering

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