The engineer will be responsible for the design and development of a computer vision compiler targeting neural networks, transformers, and large language models (LLMs)
Job Summary
The engineer will be responsible for the design and development of a computer vision compiler targeting neural networks, transformers, and large language models (LLMs).
This role involves leveraging a variety of techniques, including operation expansion, load balancing, data pipelining, and advanced optimization strategies to improve efficiency and performance throughout the compilation process.
Research methods to improve compilation time, inference speed, and model accuracy.
Matching Summary
The engineer will be responsible for the design and development of a computer vision compiler targeting neural networks, transformers, and large language models (LLMs).
Skills & Requirements
Must-have
computer vision compiler
neural networks, transformers, LLMs
operation expansion, load balancing
data pipelining, optimization strategies
hardware-aware compiler optimizations
C/C++ programming proficiency
Python and Linux environment
Nice-to-have
computer architecture, parallel computing
GDB debugging experience
machine learning, computer vision background
understand hardware specification documents
Key Requirements
Master degree or Ph.D degree
At least one year of relevant work or academic experience