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- 175 000 $ – 273 000 $
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Senior Robotics Software Engineer – Object Perception
Исключительно привлекательная вакансия в одной из ведущих компаний по производству гуманоидных роботов. Высокая зарплата, отличный соцпакет (100% страховка, 6% 401k match) и возможность работать над передовыми технологиями манипуляции.
Сложность вакансии
Высокая сложность обусловлена необходимостью глубоких знаний как в классическом компьютерном зрении, так и в ML, а также опытом работы с реальным «железом» и манипуляторами. Senior-позиция требует умения строить надежные системы, работающие в реальном времени в непредсказуемых условиях складов.
Анализ зарплаты
Предлагаемый диапазон $175k – $273k полностью соответствует и даже несколько превышает рыночные стандарты для Senior Robotics ролей в таких хабах, как Фримонт и Питтсбург, где медиана составляет около $190k-$210k.
Сопроводительное письмо
I am writing to express my strong interest in the Senior Robotics Software Engineer – Object Perception position at Agility Robotics. With over five years of experience in developing perception systems for real-world robotic platforms, I have a proven track record of bridging the gap between advanced AI/ML models and robust hardware performance. My background in both classical computer vision and modern deep learning allows me to design perception pipelines that are not only accurate but also reliable in the unpredictable environments where Agility’s humanoids operate.
In my previous roles, I have successfully deployed object pose estimation and scene understanding systems that directly informed manipulation planners. I am particularly drawn to Agility’s mission of deploying humanoids in commercial settings, as I thrive on the challenge of hardening perception systems against real-world variability. My proficiency in C++, Python, and libraries like OpenCV and PCL, combined with my hands-on experience in debugging on hardware, aligns perfectly with the requirements of your Skills team. I am excited about the opportunity to contribute to the next era of automation with your team.
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Откликнитесь в agilityrobotics уже сейчас
Присоединяйтесь к Agility Robotics, чтобы создавать будущее человекоподобных роботов и видеть свои алгоритмы в действии на реальном железе!
Описание вакансии
Agility’s commercially deployed humanoids operate alongside teams in warehouses, manufacturing facilities, and distribution centers—tackling physically demanding and repetitive tasks while enabling workers to focus on higher-value work. With industry-leading safety standards and years of proven deployment data, we're pioneering a new era of automation that enhances human potential.
About the Role
We are looking for a Senior Robotics Software Engineer to join our Skills team, focusing on object perception for real-world robot manipulation. In this role, you will be close to the real robot, owning perception performance end-to-end on hardware: from sensor inputs, to perception algorithms and models, to how those outputs are consumed by downstream planners to enable robust manipulation in real customer environments. You will work closely with other AI/ML engineers, exploring off-the-shelf models, classical computer vision, geometric reasoning, and learned approaches to build perception systems that are reliable, debuggable, and performant on real robots. In some cases, that will involve training or fine-tuning models; in others, it will mean integrating proven techniques or existing libraries to meet the task requirements efficiently.
About the Work
- Own object perception performance on the robot, from sensors through runtime behavior integration
- Design, implement, and deploy perception pipelines for manipulation, including object pose estimation, depth reasoning, and scene understanding
- Work hands-on with real robots to debug, tune, and harden perception systems under real-world variability
- Collaborate with AI/ML teams to evaluate, integrate, train, and fine-tune perception models
- Explore and integrate off-the-shelf perception solutions and libraries where they meet performance and reliability needs
- Combine learned models with classical CV, geometry, and task structure to meet system-level requirements
- Define interfaces and contracts between perception, behaviors, and task planning to ensure reliable execution
- Build tools and workflows to evaluate perception performance across datasets, simulation, and hardware
About You
- BS or MS in Robotics or related field
- 5+ years of professional experience building object perception systems for real robotic platforms
- Experience working across learned models and classical perception approaches
- Experience training, fine-tuning, and evaluating perception models
- Strong experience writing production-quality C++ and Python code
- Hands-on experience with monocular vision, stereo vision, RGB-D sensing, or depth reconstruction
- Experience with perception libraries (OpenCV, Open3D, PCL, ROS perception, NumPy, scikit-image)
- You love solving hard perception problems, but your real passion is seeing those solutions work on a robot in the real world and having an impact
- You’re excited to work on hardware
- You enjoy debugging, testing, and iterating quickly in simulation and on the real robot
You Might Also Have
- Solid understanding of spatial reasoning
- Demonstrated ability to apply object perception model outputs (detection, segmentation, pose estimation) in manipulation pipelines
- Experience with structured 3D estimation (plane fitting, normal estimation, voxel maps, etc)
This is a hybrid role based out of one of our Salem, OR, Pittsburgh, PA, or Fremont, CA offices.
The final salary offered to a successful candidate will be dependent on several factors that may include but are not limited to: market location, job-related knowledge, skills, and experience. This range may change based on geographical location and may be modified in the future.
Anticipated Salary Range
$175,000—$273,000 USD
*In addition to base pay, our competitive total rewards package consists of the following for full-time employees:*
- 401(k) Plan: Includes a 6% company match.
- Equity: Company stock options.
- Insurance Coverage: 100% company-paid medical, dental, vision, and short/long-term disability insurance for employees.
- Benefit Start Date: Eligible for benefits on your first day of employment.
- Well-Being Support: Employee Assistance Program (EAP).
- Time Off:
+ Exempt Employees: Flexible, unlimited PTO and 10 company holidays, including a winter shutdown.
+ Non-Exempt Employees: 10 vacation days, paid sick leave, and 10 company holidays, including a winter shutdown, annually.
- On-Site Perks: Catered lunches four times a week and a variety of healthy snacks and refreshments at our Salem and Pittsburgh locations.
- Parental Leave: Generous paid parental leave programs.
- Work Environment: A culture that supports flexible work arrangements.
- Growth Opportunities: Professional development and tuition reimbursement programs.
- Relocation Assistance: Provided for eligible roles.
- Annual Discretionary Bonus: Provided for eligible roles.
All of our roles are U.S.-based. Applicants must have current authorization to work in the United States.
Agility Robotics is committed to a work environment in which all individuals are treated with respect and dignity. Each individual has the right to work in a professional atmosphere that promotes equal employment opportunities and prohibits unlawful discriminatory practices, including harassment. Therefore, it is the policy of Agility Robotics to ensure equal employment opportunity without discrimination or harassment on the basis of race, color, religion, sex, sexual orientation, gender identity or expression, age, disability, marital status, citizenship, national origin, genetic information, or any other characteristic protected by law. Agility Robotics prohibits any such discrimination or harassment.
Agility Robotics does not accept unsolicited referrals from third-party recruiting agencies. We prioritize direct applicants and encourage all qualified candidates to apply directly through our careers page. If you are represented by a third party, your application may not be considered. To ensure full consideration, please apply directly.
Apply Now: https://grnh.se/b444bbd04us
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Навыки
- C++
- Python
- Computer Vision
- Machine Learning
- OpenCV
- PCL
- ROS
- Open3D
- NumPy
- scikit-image
- Object Detection
- Pose Estimation
- 3D Reconstruction
Возможные вопросы на собеседовании
Проверка понимания ограничений реального оборудования и умения оптимизировать алгоритмы.
Как вы подходите к балансировке точности модели восприятия и задержки (latency) при работе на мобильном роботе с ограниченными вычислительными ресурсами?
Важно понять, как кандидат интегрирует зрение с действиями робота.
Опишите ваш опыт передачи данных из системы восприятия в планировщик манипуляций. Как вы обрабатываете неопределенность в оценке позы объекта?
Проверка практических навыков отладки.
Расскажите о случае, когда алгоритм восприятия отлично работал в симуляции, но давал сбои на реальном роботе. Как вы диагностировали и решили проблему?
Оценка широты технического кругозора.
В каких сценариях вы предпочтете классические методы геометрического зрения (например, RANSAC или PCL) глубокому обучению для задач манипуляции?
Проверка навыков работы с сенсорами.
С какими артефактами RGB-D камер или стереокамер вы сталкивались в промышленных условиях (блики, освещение) и как вы их программно компенсировали?
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- Страна
- США
- Зарплата
- 175 000 $ – 273 000 $