yandex
motional
Страна
США
Зарплата
199 000 $ – 266 500 $
+500% приглашений

Откликайтесь
на вакансии с ИИ

Ускорим процесс поиска работы
LeadУдалённоПолная занятость

Principal Machine Learning Engineer- Perception

Оценка ИИ

Это высокооплачиваемая позиция в одной из ведущих компаний в сфере автономного вождения с отличным пакетом льгот. Работа над социально значимым и технологически сложным продуктом обеспечивает высокий уровень профессионального вызова и престижа.


Вакансия из Quick Offer Global, списка международных компаний
Пожаловаться

Сложность вакансии

ЛегкоСложно
Оценка ИИ

Роль требует исключительной технической экспертизы в области компьютерного зрения и глубокого обучения, а также подтвержденного опыта руководства крупными проектами в сфере беспилотного транспорта. Высокий порог входа обусловлен необходимостью работы с сенсорным слиянием (Lidar, Radar, Camera) и оптимизацией под встраиваемые системы.

Анализ зарплаты

Медиана235 000 $
Рынок190 000 $ – 280 000 $
Оценка ИИ

Предлагаемый диапазон $199k–$266k полностью соответствует рыночным стандартам для позиций уровня Principal в США, особенно в секторе High-Tech и Robotics. Верхняя граница диапазона является весьма конкурентной даже для Кремниевой долины.

Сопроводительное письмо

I am writing to express my strong interest in the Principal Machine Learning Engineer - Perception position at Motional. With extensive experience in developing advanced perception algorithms and a deep understanding of sensor fusion across camera, lidar, and radar data, I am confident in my ability to lead complex technical initiatives that drive the future of Level 4 autonomous driving.

Throughout my career, I have successfully productionized deep learning models using PyTorch and TensorFlow, optimizing them for real-time performance on embedded hardware. My background in mentoring junior engineers and my commitment to staying at the forefront of computer vision research align perfectly with Motional's mission to create safer, more equitable transportation. I am particularly drawn to Motional's track record of industry-firsts and am eager to contribute to the commercialization of your robotaxi fleet.

+250% к просмотрам

Составьте идеальное письмо к вакансии с ИИ-агентом

Составьте идеальное письмо к вакансии с ИИ-агентом

Откликнитесь в motional уже сейчас

Присоединяйтесь к команде Motional и станьте лидером в разработке технологий автономного вождения будущего!

Описание вакансии

On our Perception team, you have the opportunity to work with world-class ML engineers and research scientists, whose mission is to make self-driving vehicles a reality and to create a positive social impact. Our team works on the tech stack responsible for perceiving the dynamic scenarios, and further tracking and classifying objects around our robo-taxi. We are looking for engineers who are passionate about Level 4 autonomous driving technology, excited by intellectual challenges,  and interested in pursuing career growth with a fast-growing company.

What You’ll Be Doing:

  • Lead the development and implementation of advanced perception algorithms for object detection, tracking, classification, and segmentation using camera, lidar, and radar data
  • Connect and drive business impact through technology solutions
  • Design and implement sensor fusion algorithms to combine data from multiple sensors to create a robust and accurate perception system
  • Optimize perception algorithms for real-time performance on embedded hardware
  • Collaborate with other engineers and teams to integrate perception systems into larger autonomous systems
  • Stay abreast of the latest research and advancements in machine learning and computer vision and apply them to real-world problems
  • Productionize and deploy solutions onto autonomous vehicle fleets
  • Derive good insight from large data sets from a variety of sources
  • Mentor and guide junior engineers on the team

What We’re Looking for:

  • Masters or Ph.D. in Machine Learning, Computer Science, Robotics, Applied Mathematics, Statistics, Physics or a related field; or equivalent industry experience
  • Strong leadership skills at executing large, complex technical initiatives
  • In-depth understanding of common Machine Learning and Deep Learning algorithms
  • Experience with designing, training, and analyzing neural networks for at least one of the following applications: object detection, semantic/instance segmentation, visual classification, motion/gesture recognition, sensor fusion, multitask learning, multi-object tracking, and/or end-to-end perception
  • Experience with deep learning frameworks such as TensorFlow or PyTorch
  • Fluency in Python, including standard scientific computing libraries and Python bindings development experience
  • Proven track record of developing and deploying perception systems for autonomous vehicles or robotics
  • Advanced knowledge of software engineering principles including software design, source control management, build processes, code reviews, testing methods
  • Excellent communication and interpersonal skills
  • Experience mentoring and leading others

Bonus Points:

  • Experience with embedded systems and real-time optimization, especially in the autonomous driving industry
  • Experience with launching ML products from ideation
  • Proven track record of publications in relevant conferences (CVPR, ICML, NeurIPS, ICCV, ICL, etc.)
  • Experience in deploying models into real-world environments
  • Strong programming skills in C++ and/or CUDA programming

The salary range for this role is an estimate based on a wide range of compensation factors including but not limited to specific skills, experience and expertise, role location, certifications, licenses, and business needs. The estimated compensation range listed in this job posting reflects base salary only. This role may include additional forms of compensation such as a bonus or company equity. The recruiter assigned to this role can share more information about the specific compensation and benefit details associated with this role during the hiring process. 

Candidates for certain positions are eligible to participate in Motional’s benefits program. Motional’s benefits include but are not limited to medical, dental, vision, 401k with a company match, health saving accounts, life insurance, pet insurance, and more.

Salary Range

$199,000—$266,500 USD

Motional is a driverless technology company making autonomous vehicles a safe, reliable, and accessible reality. We’re driven by something more.

Our journey is always people first.

We aren't just developing driverless cars; we're creating safer roadways, more equitable transportation options, and making our communities better places to live, work, and connect. Our team is made up of engineers, researchers, innovators, dreamers and doers, who are creating a technology with the potential to transform the way we move.

Higher purpose, greater impact.

We’re creating first-of-its-kind technology that will transform transportation. To do so successfully, we must design for everyone in our cities and on our roads. We believe in building a great place to work through a progressive, global culture that is diverse, inclusive, and ensures people feel valued at every level of the organization. Diversity helps us to see the world differently; it’s not only good for our business, it’s the right thing to do.

Scale up, not starting up.

Our team is behind some of the industry's largest leaps forward, including the first fully-autonomous cross-country drive in the U.S, the launch of the world's first robotaxi pilot, and operation of the world's longest-standing public robotaxi fleet. We’re driven to scale; we’re moving towards commercialization of our technology, and we need team members who are ready to embrace change and challenges.

Formed as a joint venture between Hyundai Motor Group and Aptiv, Motional is fundamentally changing how people move through their lives. Headquartered in Boston, Motional has operations in the U.S and Asia. For more information, visit  www.Motional.com and follow us on Twitter, LinkedInInstagram and YouTube.

Motional AD Inc. is an EOE. We celebrate diversity and are committed to creating an inclusive environment for all employees. To comply with Federal Law, we participate in E-Verify. All newly-hired employees are queried through this electronic system established by the DHS and the SSA to verify their identity and employment eligibility.

+400% к собеседованиям

Создайте идеальное резюме с помощью ИИ-агента

Создайте идеальное резюме с помощью ИИ-агента

Навыки

  • Machine Learning
  • Deep Learning
  • Computer Vision
  • Python
  • PyTorch
  • TensorFlow
  • C++
  • CUDA
  • Sensor Fusion
  • Object Detection
  • Image Segmentation
  • LiDAR
  • Radar
  • Embedded Systems

Возможные вопросы на собеседовании

Проверка глубины знаний в основной области ответственности — объединении данных из разных источников.

Расскажите о вашем опыте реализации алгоритмов слияния данных (sensor fusion) на уровне признаков (early fusion) и на уровне объектов (late fusion). Какие компромиссы вы учитывали?

Для беспилотников критически важна работа в реальном времени.

Какие методы оптимизации нейронных сетей для встраиваемого оборудования (например, NVIDIA Orin) вы использовали на практике? Как вы балансируете между точностью и задержкой (latency)?

Оценка лидерских качеств и способности развивать команду.

Опишите случай, когда вам пришлось принимать сложное архитектурное решение, с которым была не согласна часть команды. Как вы аргументировали свою позицию и каков был результат?

Проверка навыков работы с данными в специфическом домене.

Как вы подходите к решению проблемы 'длинного хвоста' (rare edge cases) в данных для обучения систем восприятия автономных транспортных средств?

Оценка практического опыта деплоя.

С какими основными трудностями вы сталкивались при переносе моделей из среды исследования (research) в серийное производство (production) для автомобильных систем?

Похожие вакансии

motional
225 000 $ – 275 000 $

Staff Tech Lead Manager, ML Data Services

LeadУдалённоСША
Machine Learning · Distributed Systems · Apache Spark · Apache Flink · Apache Beam · AWS · Google Cloud Platform · Azure · Data Engineering · Data Pipelines · Software Engineering · Architecture
+12 навыков
8451
121 000 $ – 201 250 $

Lead AI/ML Engineer (P3227)

LeadВ офисеСША
Python · NumPy · Pandas · PySpark · PyTorch · TensorFlow · Scikit-learn · Pyomo · Gurobi · CPLEX · OR-Tools · MLflow · Azure ML · Databricks · Docker · Kubernetes · CI/CD · MLOps
+18 навыков
gruve
Не указана

Lead Data Engineer - AI/ML

LeadВ офисеСША
SQL · Python · R · AWS · Azure · GCP · CI/CD · MLOps · Spark · Kubernetes · LLM · Airflow · Prefect · Dagster
+14 навыков
gusto
184 000 $ – 250 000 $

Principal Data Scientist – Product

LeadГибридСША
SQL · Python · Statistics · Causal Inference · Experimental Design · Machine Learning · Data Storytelling · Economics · Applied Mathematics
+9 навыков
airbnb
176 000 $ – 220 000 $

AI-Enabled Insights Lead

LeadУдалённоСША
Python · SQL · NLP · Claude Code · Codex · Cursor · Data Analysis · Statistical Modeling · Artificial Intelligence
+9 навыков
natera
133 500 $ – 166 900 $

Lead Bioinformatics Scientist (Oncology Product Development)

LeadУдалённоСША
Python · R · Bioinformatics · Machine Learning · Statistical Modeling · Next Generation Sequencing · Data Science · Algorithms · DNA Methylation · Version Control
+10 навыков
более 1000 офферов получено
4.9

1000+ офферов получено

Устали искать работу? Мы найдём её за вас

Quick Offer улучшит ваше резюме, подберёт лучшие вакансии и откликнется за вас. Результат — в 3 раза больше приглашений на собеседования и никакой рутины!

motional
Страна
США
Зарплата
199 000 $ – 266 500 $