Machine Learning System Software Architect at Baidu USA

Sunnyvale, California, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Semiconductor, Artificial IntelligenceIndustries

Requirements

Candidates should possess a Master’s or PhD in Electrical or Computer Engineering, and have a proven track record of 5+ years architecting software solutions for Machine Learning, acceleration, and optimization, particularly in large distributed training systems and HPC environments. They must demonstrate knowledge of Machine Learning market trends, technological advancements, and the software ecosystem, along with experience with deep learning frameworks such as TensorFlow, PyTorch, or PaddlePaddle, and familiarity with CPUs, GPUs, memory systems, and accelerators. Strong C++ skills and experience with performance simulation and modeling are also required, alongside excellent communication skills in both English and Chinese.

Responsibilities

As a Machine Learning System Software Architect, the individual will be responsible for creating differentiated architectural innovations for Baidu’s Kunlun AI SoC roadmap, architecting and simulating machine learning solutions, developing system-level ML architectures focused on performance, power, and latency, collaborating with various teams to optimize the hardware and software stack, monitoring industry trends, evaluating architectural options, building scalable tools for modeling and performance evaluation, and engaging with system and application software engineers to ensure overall system optimization. They will also work with SoC design, verification, and validation engineers to execute the architecture and drive partnerships for access to advanced AI technologies.

Skills

Machine Learning

TensorFlow

PyTorch

PaddlePaddle

Software Architecture

System Design

HPC

GPUs

CPUs

Accelerators

Performance Evaluation

Distributed Training

Baidu USA

Culturally tailored search technology provider

About Baidu USA

Baidu's main product is an intelligent, culturally tailored search technology that powers various community-based and vertical search-based products, including web search, Baidu PostBar, Baidu Knows, Baidu Encyclopedia, Maps, Image Search, Video Search, and News Search. Their cutting-edge Box Computing Open Platform provides deep-linked content and applications directly through the search box, demonstrating their commitment to continually innovating to enhance user experience.

3822+XCF, Shang Di Shi Jie, Hai Dian Qu, Bei Jing Shi, China, 100193Headquarters

2000Year Founded

$8,590.8MTotal Funding

EARLY_STAGE_VCCompany Stage

Data & AnalyticsIndustries

10,001+Employees