12 часов назад
Staff Software Engineer, Perception (Autonomous Driving)
189 000 - 303 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff Software Engineer, Perception (C++/Python/ML): Building perception and machine learning systems for autonomous driving, including object tracking, sensor fusion, and semantic understanding of traffic environments with an accent on real-time production deployment and challenging highway, urban, and degraded-sensor scenarios. Focus on designing state-of-the-art tracking models, analyzing large-scale data and failure modes, and building scalable training pipelines for the Aurora Driver.
Location: Hybrid work from offices in Mountain View, CA; Pittsburgh, PA; or Seattle, WA, with at least 3 days per week in the office.
Salary: $189,000–$303,000 per year for Mountain View and Seattle roles; $171,000–$273,000 per year for Pittsburgh roles. Additional annual bonus, equity compensation, and benefits are available.
Company
Build self-driving technology and transportation solutions intended to make mobility and logistics safer, more efficient, and more accessible.
What you will do
- Address end-to-end perception challenges involving dynamic actor tracking, action and attribute recognition, and semantic understanding of traffic environments.
- Research and develop deep learning and machine learning models for highway, urban, long-range multisensor, and degraded-sensor scenarios.
- Design object-tracking algorithms and fuse complementary information from multiple sensors.
- Develop production-ready perception software and ML systems for the real-time Driver platform.
- Build and improve large-scale model training pipelines, analyze failure modes, and implement tested solutions.
- Contribute to perception architecture and collaborate across engineering, on-road testing, and simulation teams.
Requirements
- Master’s degree or higher in Computer Science, Robotics, Electrical Engineering, or a related field, or a bachelor’s degree with 2+ years of relevant software engineering experience.
- Proficiency in C++ and Python, with experience writing clean, scalable, efficient, production-quality code.
- Working knowledge of machine learning areas such as deep learning, computer vision, recursive state estimation, structured prediction, or optimization.
- Experience with PyTorch, TensorFlow, or another deep learning framework.
- Authorization to work lawfully in the United States is required; visa sponsorship may be required depending on the candidate’s status.
Nice to have
- Experience deploying computer vision or ML models in real-time computing environments.
- Knowledge of optimization, supervised and unsupervised learning, generative and discriminative methods, and Hidden Markov Models.
- Experience with VLMs, foundation or world models, CUDA, or high-performance GPU programming.
- Robotics, computer vision, self-driving experience, relevant publications, open-source contributions, or ML workflow automation experience.
Culture & Benefits
- Hybrid work environment with regular in-person collaboration.
- Annual bonus, equity compensation, and employee benefits.
- Culture centered on safety, integrity, collaboration, inclusion, and long-term impact.
- Commitment to reasonable accommodations and an inclusive hiring process.
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