ByteDance

Edge ML Software Engineer (System Modeling-PICO) - San Jose

ByteDance  •  $213k - $450k/yr  •  San Jose, CA (Onsite)  •  7 hours ago
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Job Description

As a world-renowned VR/AR brand with independent innovation and R&D capabilities, PICO has been at the forefront of the consumer electronic market. We have teams in Europe, Japan and South Korea. Now we are looking for experts in image pipeline to join us to build our AR/VR imaging team.

Responsibilities:
- Develop transaction-level models of edge NPU architectures with bit accuracy and approximate timing/power accuracy, which model compute units, interconnects, memory hierarchies, and data movements, to simulate execution of representative ML workloads of both CNNs and Transformers.
- Analyze ML model compute intensity, memory footprint and bandwidth requirements, and operator-level latency.
- Collaborate with compiler and algorithm teams to optimize ML workload for latency, memory and power targets.

The base salary range for this position in the selected city is $212800 - $450000 annually.
ByteDance

About ByteDance

ByteDance is a global incubator of platforms at the cutting edge of commerce, content, entertainment and enterprise services - over 2.5bn people interact with ByteDance products including TikTok.

Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible.

Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. We are committed to building a safe, healthy and positive online environment for all our users.

We have over 110,000 employees based in more than 30 countries globally. Join us.

Industry
IT & Software
Company Size
10,000+ employees
Headquarters
China, CN
Year Founded
Unknown
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