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Software Engineer, Machine Learning Performance

Waymo

Taipei, Taiwan; Hsinchu, TaiwanFull-timeData & ML
Posted Today

Job Description

<div class="content-intro"><p>Waymo is an autonomous driving technology company with the mission to be the world's most trusted driver. Since its start as the Google Self-Driving Car Project in 2009, Waymo has focused on building the Waymo Driver—The World's Most Experienced Driver™—to improve access to mobility while saving thousands of lives now lost to traffic crashes. The Waymo Driver powers Waymo’s fully autonomous ride-hail service and can also be applied to a range of vehicle platforms and product use cases. The Waymo Driver has provided over ten million rider-only trips, enabled by its experience autonomously driving over 100 million miles on public roads and tens of billions in simulation across 15+ U.S. states.</p></div><p data-pm-slice="1 1 []">Waymo's Compute Team is tasked with a critical and exciting mission: We deliver the compute platform responsible for running the fully autonomous vehicle’s software stack. To achieve our mission, we architect and create high-performance custom silicon; we develop system-level compute architectures that push the boundaries of performance, power, and latency; and we collaborate closely with many other teammates to ensure we design and optimize hardware and software for maximum performance. We are a multidisciplinary team seeking curious and talented teammates to work on one of the world’s highest performance automotive compute platforms.</p> <p><em>This role follows a hybrid work schedule, and you will report to the Tech Lead Manager of the Machine Learning Performance team.</em></p> <p>&nbsp;</p> <p><strong>You will:</strong></p> <ul> <li>Design and implement technical solutions for performance optimization of individual ML models</li> <li>Execute end-to-end tasks consistently and in a timely manner, contributing directly to larger performance goals for ML accelerators</li> <li>Collect, trace, and analyze application/ML model performance data to identify specific optimization opportunities, and prototype solutions at the application or compiler</li> <li>Collaborate with infrastructure teams (e.g., compiler, runtime) to implement and land performance-critical optimizations.&nbsp;</li> <li>Uphold engineering quality by contributing to design documents, participating in timely code reviews, and writing comprehensive unit tests for your work products</li> <li>Proactively spot and suggest areas of future performance work within the team's scope</li> </ul> <p><strong>You have:</strong></p> <ul> <li>BS degree in Computer Science/Electrical Engineering or equivalent, or equivalent practical experience</li> <li>3+ years of experience writing complex C++ code</li> <li>3+ years of experience writing code in Python</li> <li>1+ years experience in optimizing compute performance for ML applications</li> <li>Experience in compute architectures and performance analysis optimization methodologies</li> </ul> <p><strong>We prefer:</strong></p> <ul> <li>Experience in ML compiler design and implementation</li> <li>Experience in performance tools, simulators, HW/SW codesign</li> <li>Experience in robotic application development/optimizations</li> <li>Proficiency in collaboration with application teams and infrastructure teams</li> </ul><div class="content-pay-transparency"><div class="pay-input"><div class="description"><p><span style="font-weight: 400;">The expected base salary range for this full-time position is listed below. Actual starting pay will be based on job-related factors, including exact work location, experience, relevant training and education, and skill level.&nbsp; Waymo employees are also eligible to participate in Waymo’s discretionary annual bonus program, equity incentive plan, and generous Company benefits program, subject to eligibility requirements. </span></p></div><div class="title">Salary Range</div><div class="pay-range"><span>$2,600,000</span><span class="divider">&mdash;</span><span>$3,150,000 TWD</span></div></div></div>

Skills

PythonC++

Team

Compute (7LR)

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