Machine Learning Architect (Software/Hardware Co-Design)
Black Sesame Technologies is seeking a talented and innovative
Machine Learning Research Scientist / Architect
with expertise in software/hardware co-design to drive advancements in autonomous driving technologies.
Position Overview
Bridge the gap between machine learning algorithms and hardware design, contributing to 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.
Qualifications / 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.
Seniority Level
Associate
Employment Type
Full‐time
Job Function
Engineering and Design
Industries
Semiconductor Manufacturing and Research Services
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