Computer vision and NN ISP algorithm toolchain and optimization engineer
Taiwan Hsinchuonsitemid
Posted 1w ago · via Workday
About this role
AI Vision Processors For Edge Applications Our solutions make cameras smarter by extracting valuable data from high-resolution video streams. Job Description The engineer will be responsible for the design and development of optimization tools for neural networks, transformers, and large language models (LLMs). This role involves applying post-training, training-aware, and other advanced optimization techniques to enhance model efficiency and performance. Key responsibilities: 1. Develop optimization toolchains for computer vision models and ISP models (denoising, super-resolution, detail enhancement, etc.). 2. Perform hardware-aware model optimization and porting for Ambarella platforms. 3.…
Read the full description on CHS OU Ambarella (Shanghai) Company's site →
What we'd score you on
reqspace match rubricFive dimensions, recruiter-grade. Upload your resume and we'll generate a written explanation of where you fit and where the gaps are.
1
Skills match
For this role: python, c++, pytorch, tensorflow, huggingface…
2
Level fit
This role is mid-level. We check your trajectory against it.
3
Domain experience
Your work in the role's domain matters more than your years total. We weight recent and direct experience.
4
Recency
A skill you used last quarter weighs more than one from five years ago. We grade on recency, not lifetime.
5
Location fit
This role is based in Taiwan Hsinchu. We weight your proximity and willingness to relocate.
Score yourself on this role.
Free · no card · written explanation included
Skills in this role
Pulled from the job description. These are the keywords we'll weight when scoring your fit.
pythonc++pytorchtensorflowhuggingfacetransformers