9 дней назад
Postdoctoral Research Associate - Embodied AI Lab Automation: Vision-Guided Real Time Robotic Manipulation (Robotics)
71 900 - 119 000$
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Описание вакансии
Текст:
TL;DR
Postdoctoral Research Associate - Embodied AI Lab Automation (Robotics): Developing an automated protein crystal harvesting system with an accent on vision-guided manipulation, closed-loop perception, and real-time robotic control. Focus on integrating computer vision, machine learning, ROS2, and MoveIt2, calibrating 3D spatial alignment, and improving robustness in a real laboratory environment.
Location: On-site at in Upton, New York, United States
Salary: $71,900–$119,000 per year, commensurate with experience and qualifications.
Company
is a U.S. Department of Energy-supported multidisciplinary research laboratory operated by Brookhaven Science Associates.
What you will do
- Develop vision-guided, real-time robotic manipulation methods for harvesting fragile micron-scale protein crystals.
- Build and deploy closed-loop perception and control pipelines using visual feedback and visual servoing.
- Integrate computer vision outputs with motion planning and execution using ROS2 and MoveIt2.
- Perform hand-eye and camera calibration to achieve accurate 3D spatial alignment.
- Evaluate system robustness, perception uncertainty, failure modes, and real-world performance.
- Collaborate with crystallographers, beamline scientists, controls engineers, mechanical engineers, and data scientists; document results through reports, publications, and presentations.
Requirements
- Ph.D. in Robotics, Computer Science, Physics, Applied Mathematics, Mechanical Engineering, Electrical Engineering, or a related field.
- Demonstrated experience developing and implementing robotics systems.
- Strong programming skills in Python and/or C++.
- Knowledge of robot kinematics, coordinate transformations, motion planning, trajectory generation, and calibration methods.
- Scientific publication or conference presentation record.
- All degree requirements must be completed by the employment start date; the position is on-site and requires the ability to obtain and maintain a DOE UPIV credential.
Nice to have
- Experience with vision-guided control in real-world robotic systems and ROS2-based ecosystems.
- Experience with camera calibration, hand-eye calibration, coordinate-frame registration, and machine learning integration in robotics.
- Familiarity with micromanipulation, sensor fusion, state estimation, real-time debugging, and performance tuning.
Culture & Benefits
- Two-year appointment with possible renewal subject to performance and funding availability.
- Work in a multidisciplinary scientific environment focused on structural biology and transformative technology.
- Employee benefits are provided through 's comprehensive benefits program.
- Access to a collaborative research setting involving crystallography, controls, engineering, and data science experts.
Hiring process
- Submit a brief cover letter describing the fit between experience, career goals, and the position, together with a resume or CV.
- Selected candidates must meet REAL-ID-compliant site-access requirements and complete DOE UPIV credentialing during onboarding.
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