6 дней назад
Senior ML Engineer, Computer Vision
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior ML Engineer, Computer Vision (AI and Robotics): Developing computer vision and machine learning prototypes for robotic trailer-unload systems with an accent on robotic manipulation, perception, and real-world logistics environments. Focus on training and adapting deep learning architectures, rapidly prototyping solutions, and transitioning high-impact computer vision capabilities into reliable robotic products.
Location: Bedford, Massachusetts, United States
Company
develops AI and robotics solutions that automate pick, pack, sort, and unload operations for e-commerce, retail replenishment, and logistics.
What you will do
- Develop computer vision solution prototypes that improve robotic trailer-unloading capabilities.
- Create rapid prototypes and demonstrations for stakeholders and visitors.
- Identify high-impact improvements for robotic systems operating in complex, dynamic environments.
- Support the transition of prototypes into product teams and provide technical subject-matter expertise.
- Evaluate advances in robotics and related fields for application to real-world challenges.
- Communicate technical priorities and project status while mentoring junior engineers or interns.
Requirements
- Master’s degree in robotics, machine learning, computer vision, computer science, or a related field.
- 4+ years of software development experience focused on robotic manipulation or related areas.
- Strong Python and C++ development skills.
- Experience with PyTorch and data science libraries including NumPy, pandas, SciPy, Matplotlib, and scikit-learn.
- Experience training and adapting computer vision architectures such as CNNs, ViTs, or VLMs for detection, segmentation, grasp estimation, depth estimation, or anomaly detection.
- Ability to troubleshoot real robotic systems, rapidly iterate on solutions, communicate technical priorities, work independently, and provide technical leadership.
Nice to have
- MS or PhD in machine learning, computer vision, computer science, or a related field.
- Experience with robotic vision sensors, camera-to-robot calibration, RGB and depth data, real and synthetic datasets, and real-time perception-based control.
- Experience with Isaac Sim or other robot simulators, ROS or ROS2, Docker, cloud computing, MongoDB, experiment tracking, and dataset management.
- Experience combining model-based and data-driven approaches or working with parallel, distributed, asynchronous, or concurrent systems.
Culture & Benefits
- Work on AI and robotics systems applied to demanding real-world logistics problems.
- Collaborate with engineering and product teams to move prototypes into deployable robotic solutions.
- Operate in a fast-paced environment with changing priorities and opportunities to mentor junior engineers.
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