9 часов назад
Postdoctoral Researcher (Robotics/AI Automation)
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Postdoctoral Researcher (Robotics/AI Automation): Design and build the automation system for the Autonomous Robotic Metallurgist, connecting PLCs, instruments, robotic stations, Python control software, and Bayesian optimization with an accent on system integration, closed-loop experimentation, and safe operation. Focus on developing control architectures, commissioning arc melting, rolling, and testing equipment, and applying AI/ML methods to scheduling, monitoring, and error recovery.
Location: Main Campus, College Station, Texas, United States
Company
Texas A&M Engineering and the Texas A&M Engineering Experiment Station conduct basic and applied engineering research, workforce development, and technology transition through collaborations with industry, academia, and government.
What you will do
- Design the automation architecture for the Autonomous Robotic Metallurgist, including control layers, instrument communication, APIs, message schemas, and data formats.
- Develop PLC programs, HMIs, Python control software, industrial communication interfaces, and data capture for arc melting, hot rolling, and mechanical testing stations.
- Coordinate experimental plans from the Bayesian optimization engine, track execution, return structured results, and handle failed or partial runs.
- Design and commission robotic sample transfer between processing, characterization, and testing stations.
- Develop AI/ML-based control, scheduling, vision monitoring, fault recovery, safety interlocks, and fail-safe routines for unattended operation.
- Plan staged commissioning and simulation-based testing with the digital-twin team; publish research, present results, and mentor students.
Requirements
- Doctoral degree; a Ph.D. in robotics, mechatronics, electrical engineering, mechanical engineering, computer engineering, controls engineering, or a closely related field is helpful.
- Experience designing and integrating automated systems combining hardware, sensors, and control software.
- Hands-on PLC and HMI programming experience, preferably with Allen-Bradley/Rockwell, Siemens, or equivalent systems and IEC 61131-3 languages.
- Proficiency in Python, industrial communication protocols, feedback control, state machines, sequential logic, fault handling, APIs, and data pipelines.
- Experience with robotics, robot arms, ROS/ROS2, AI/ML-based control, Bayesian optimization, computer vision, safety PLCs, digital twins, or high-temperature/high-force equipment is helpful.
- Employment requires completion of U.S. Form I-9 verification and presentation of documents proving identity and authorization to work in the United States.
Culture & Benefits
- One-year appointment with renewal contingent on performance and funding.
- Medical, prescription, vision, dental, life, and long-term disability insurance options.
- Defined-benefit retirement plan with an 8.25% employer contribution, plus voluntary retirement programs.
- Paid holidays, vacation, and sick leave, along with flexible spending accounts.
- Training through LinkedIn Learning, professional development, tuition assistance, wellness programs, and educational release time.
- Collaborative research environment focused on higher education, engineering research, and public service.
Hiring process
- Submit a resume or CV, three work references including at least one supervisor or former supervisor, and a letter of interest if requested.
- Employment is contingent on credential verification, a criminal history check, and institutional screening procedures.
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