- Страна
- США
- Зарплата
- 179 400 $ – 263 120 $
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Staff Behavior Planning Engineer, Autonomous Driving
Престижная позиция в ведущей компании по производству электромобилей с очень конкурентной заработной платой и возможностью работать над передовыми технологиями. Высокий балл обусловлен инновационностью продукта и сильным социальным пакетом.
Сложность вакансии
Роль требует экспертных знаний в области робототехники, алгоритмов планирования поведения и высокопроизводительного C++. Высокая сложность обусловлена необходимостью интеграции сложных систем принятия решений в реальном времени для беспилотных автомобилей.
Анализ зарплаты
Предлагаемый диапазон $179k–$263k полностью соответствует и даже несколько превышает рыночные стандарты для позиций уровня Staff Engineer в области автономного вождения в районе залива Сан-Франциско. Дополнительные бонусы в виде акций (equity) делают предложение еще более привлекательным.
Сопроводительное письмо
I am writing to express my strong interest in the Staff Behavior Planning Engineer position at Lucid Motors. With a solid background in robotics and extensive experience in developing optimization-based planning frameworks, I am eager to contribute to the evolution of Lucid's autonomous driving capabilities. My expertise in C++ and deep understanding of decision-making under uncertainty align perfectly with your mission to redefine the luxury electric vehicle experience.
Throughout my career, I have focused on bridging the gap between complex algorithmic research and robust embedded implementation. I am particularly drawn to Lucid's commitment to design fundamentals and intelligence, and I am confident that my experience with motion planning and simulation tools like CARLA will allow me to make an immediate impact on your ADAS and autonomous vehicle programs.
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Присоединяйтесь к команде Lucid Motors и создавайте будущее автономного вождения в сегменте люкс!
Описание вакансии
Leading the future in luxury electric and mobility
At Lucid, we set out to introduce the most captivating, luxury electric vehicles that elevate the human experience and transcend the perceived limitations of space, performance, and intelligence. Vehicles that are intuitive, liberating, and designed for the future of mobility.
We plan to lead in this new era of luxury electric by returning to the fundamentals of great design – where every decision we make is in service of the individual and environment. Because when you are no longer bound by convention, you are free to define your own experience.
Come work alongside some of the most accomplished minds in the industry. Beyond providing competitive salaries, we’re providing a community for innovators who want to make an immediate and significant impact. If you are driven to create a better, more sustainable future, then this is the right place for you.
Responsibilities:
· Design, prototype, test, and deploy state-of-the-art behavior planning algorithms for autonomous and assisted driving features.
· Develop and implement decision-making, trajectory and route planning, and optimization-based planning frameworks.
· Collaborate closely with perception, controls, localization, and systems teams to ensure robust and efficient integration of planning software.
· Drive innovation through the invention of novel algorithms and features that elevate the safety, comfort, and intelligence of Lucid vehicles.
· Support the validation and verification of behavior planning components in simulation, hardware-in-the-loop (HIL), and on-road testing environments.
Required Qualifications:
· MS degree in Robotics, Computer Science, Aerospace Engineering, Mechanical Engineering, or a related field (or equivalent experience).
· 2+ years of professional experience, or a Ph.D. in a relevant discipline.
· Strong C++ programming skills with a solid understanding of software engineering best practices.
· Deep knowledge of decision-making algorithms such as graph/tree search methods or AI-based planners.
· Experience with motion and behavior planning concepts including decision-making under uncertainty, optimization techniques, trajectory generation, and route planning.
· Hands-on experience with embedded systems integration in robotics or automotive domains.
· Strong communication and problem-solving skills.
Preferred Qualifications:
· Experience with middleware systems such as ROS or DDS.
· Proficiency in scripting languages such as Python, Bash.
· Experience with simulation tools (e.g., Gazebo, CARLA) and frameworks for testing autonomous systems.
· Experience and understanding of deep learning frameworks (e.g., TensorFlow, PyTorch).
· Experience and knowledge of imitation/reinforcement learning techniques.
· Familiarity with version control systems (e.g., Git) and modern development workflows.
· Prior work on scenario-based testing, MIL/SIL/HIL environments, or automated test frameworks.
· Exposure to CI tools such as Jenkins or GitLab CI.
Salary Range: The compensation range for this position is specific to the locations listed below and is the range Lucid reasonably and in good faith expects to pay for the position taking into account the wide variety of factors that are considered in making compensation decisions, including job-related knowledge; skillset; experience, education and training; certifications; and other relevant business and organizational factors.
Base Pay Range (Annual)
$179,400—$263,120 USD
Additional Compensation and Benefits: Lucid offers a wide range of competitive benefits, including medical, dental, vision, life insurance, disability insurance, vacation, and 401k. The successful candidate may also be eligible to participate in Lucid’s equity program and/or a discretionary annual incentive program, subject to the rules governing such programs. (Cash or equity incentive awards, if any, will depend on various factors, including, without limitation, individual and company performance.)
By Submitting your application, you understand and agree that your personal data will be processed in accordance with our Candidate Privacy Notice. If you are a California resident, please refer to our California Candidate Privacy Notice.
To all recruitment agencies: Lucid Motors does not accept agency resumes. Please do not forward resumes to our careers alias or other Lucid Motors employees. Lucid Motors is not responsible for any fees related to unsolicited resumes.
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Навыки
- C++
- Python
- Robotics
- Motion Planning
- Autonomous Driving
- Algorithms
- Optimization
- ROS
- DDS
- PyTorch
- TensorFlow
- Git
- Jenkins
- Simulation
Возможные вопросы на собеседовании
Проверка фундаментальных знаний алгоритмов поиска, критически важных для планирования пути.
Можете ли вы сравнить алгоритмы A* и Lattice-based planning в контексте планирования траектории для городского вождения?
Оценка способности кандидата работать с неопределенностью в реальных дорожных условиях.
Как вы подходите к моделированию неопределенности намерений других участников дорожного движения при принятии решений?
Проверка навыков оптимизации кода для встраиваемых систем.
Какие стратегии оптимизации C++ вы используете для обеспечения работы алгоритмов планирования в жестком реальном времени?
Оценка опыта работы с современными методами машинного обучения в планировании.
В каких случаях вы бы предпочли классический оптимизационный подход методам обучения с подкреплением (Reinforcement Learning) для планирования поведения?
Проверка навыков системного мышления и интеграции.
Опишите ваш опыт отладки взаимодействия между модулями восприятия (Perception) и планирования при возникновении ложноположительных детекций.
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- Страна
- США
- Зарплата
- 179 400 $ – 263 120 $