What are the responsibilities and job description for the POST DOCTORAL FELLOW - Electrical and Computer Engineering #00097674 position at Missouri University of Science and Technology?
Hiring Department
Electrical and Computer Engineering
Job Description
The project focuses on development of non-contact AI-based methods for analysis of human mobility and early detection of knee osteoarthritis (OA) using LiDAR point-cloud sensing and machine learning. The effort includes dataset collection, AI model development for 3D pose estimation, extraction of biomechanical markers, and KOOS score estimation.
Responsibilities
Required Qualifications
Posted until filled.
Community Information
University Information
Missouri S&T is one of the nation's leading research universities with over 100-degree programs in 39 disciplines. It was founded in 1870 as one of the first technological institutions west of the Mississippi River. Located about 100 miles west of St. Louis in the vibrant community of Rolla, Missouri S&T is an accessible, safe, and friendly campus surrounded by Ozarks' scenery. Missouri S&T offers undergraduate degrees in engineering, the sciences, liberal arts, humanities, and business, with M.S. and Ph.D. programs available in many of the science and engineering programs. With over 7,000 students and 300 faculty, Missouri S&T is big enough to accommodate a broad population, yet small enough for individuals to build high visibility and impactful careers.
COLLEGE of ENGINEERING & COMPUTING (CEC)
Missouri S&T’s College of Engineering and Computing is the largest of three colleges at S&T, accounting for approximately 80% of the total enrollment (about 4,500 undergraduates and 800 graduate students). The college includes more than 170 ranked faculty members who serve in 16 undergraduate programs, all with master’s and doctoral equivalents organized into nine academic departments. The college recently added a bachelor’s degree in biomedical engineering and a Ph.D. in bioengineering, both starting in fall 2024. Missouri S&T, supported by the College of Engineering and Computing, is nationally recognized for its career outcomes and ROI.
About Rolla
Rolla, Missouri offers several great advantages that help individuals enjoy a high quality of life. Rolla is an ideal place for families, with its low cost of living, excellent schools, safe neighborhoods, and a range of recreational activities suitable for all ages. The Ozark Scenic Riverways and beautiful landscapes offers abundant opportunities for outdoor enthusiasts of every lifestyle. With its vibrant community, Rolla hosts multiple events, concerts, art exhibitions, and theater performances throughout the year. The university’s Leach Theatre showcases nationally renowned performers for campus and community alike. Overall, living in Rolla offers a high quality of life with a supportive community, affordable living, beautiful natural surroundings, and numerous opportunities for personal and professional growth.
Benefit Eligibility
This position is eligible for University benefits. As part of your total compensation, the University offers a comprehensive benefits package, including medical, dental and vision plans, retirement, and educational fee discounts for all four UM System campuses. For additional information on University benefits, please visit the Faculty & Staff Benefits website at https://www.umsystem.edu/totalrewards/benefits.
Equal Employment Opportunity
The University of Missouri is an Equal Opportunity Employer.
To request ADA accommodations, please call the Office of Equity & Title IX at 573-341-7734.
Electrical and Computer Engineering
Job Description
The project focuses on development of non-contact AI-based methods for analysis of human mobility and early detection of knee osteoarthritis (OA) using LiDAR point-cloud sensing and machine learning. The effort includes dataset collection, AI model development for 3D pose estimation, extraction of biomechanical markers, and KOOS score estimation.
Responsibilities
- Develop AI and machine-learning models for LiDAR-based human pose estimation.
- Develop algorithms for biomechanical marker extraction and KOOS score prediction.
- Support data collection and experimental validation.
- Publish research results in journals and conferences.
- Submit proposals for external funding.
- Recruit and supervise undergraduate and graduate students.
Required Qualifications
- Ph.D. in Computer Engineering, Electrical Engineering, or related field.
- Strong background in machine learning and AI.
- Experience with Python and deep learning frameworks such as PyTorch or TensorFlow.
- Experience with computer vision, 3D sensing, or point-cloud processing.
- Strong publication and communication skills.
- Experience with LiDAR sensing or motion analysis.
- Experience with pose estimation or biomechanical modeling.
- Familiarity with regression and multimodal data analysis.
- Experience with experimental data collection and evaluation.
Posted until filled.
Community Information
University Information
Missouri S&T is one of the nation's leading research universities with over 100-degree programs in 39 disciplines. It was founded in 1870 as one of the first technological institutions west of the Mississippi River. Located about 100 miles west of St. Louis in the vibrant community of Rolla, Missouri S&T is an accessible, safe, and friendly campus surrounded by Ozarks' scenery. Missouri S&T offers undergraduate degrees in engineering, the sciences, liberal arts, humanities, and business, with M.S. and Ph.D. programs available in many of the science and engineering programs. With over 7,000 students and 300 faculty, Missouri S&T is big enough to accommodate a broad population, yet small enough for individuals to build high visibility and impactful careers.
COLLEGE of ENGINEERING & COMPUTING (CEC)
Missouri S&T’s College of Engineering and Computing is the largest of three colleges at S&T, accounting for approximately 80% of the total enrollment (about 4,500 undergraduates and 800 graduate students). The college includes more than 170 ranked faculty members who serve in 16 undergraduate programs, all with master’s and doctoral equivalents organized into nine academic departments. The college recently added a bachelor’s degree in biomedical engineering and a Ph.D. in bioengineering, both starting in fall 2024. Missouri S&T, supported by the College of Engineering and Computing, is nationally recognized for its career outcomes and ROI.
About Rolla
Rolla, Missouri offers several great advantages that help individuals enjoy a high quality of life. Rolla is an ideal place for families, with its low cost of living, excellent schools, safe neighborhoods, and a range of recreational activities suitable for all ages. The Ozark Scenic Riverways and beautiful landscapes offers abundant opportunities for outdoor enthusiasts of every lifestyle. With its vibrant community, Rolla hosts multiple events, concerts, art exhibitions, and theater performances throughout the year. The university’s Leach Theatre showcases nationally renowned performers for campus and community alike. Overall, living in Rolla offers a high quality of life with a supportive community, affordable living, beautiful natural surroundings, and numerous opportunities for personal and professional growth.
Benefit Eligibility
This position is eligible for University benefits. As part of your total compensation, the University offers a comprehensive benefits package, including medical, dental and vision plans, retirement, and educational fee discounts for all four UM System campuses. For additional information on University benefits, please visit the Faculty & Staff Benefits website at https://www.umsystem.edu/totalrewards/benefits.
Equal Employment Opportunity
The University of Missouri is an Equal Opportunity Employer.
To request ADA accommodations, please call the Office of Equity & Title IX at 573-341-7734.