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  • Postdoctoral Research Associate
    College of Engineering
    Texas A&M University-Corpus Christi

    PURPOSE


    Fostering advanced research, innovation, and collaboration for sustainable manufacturing using operations research and machine learning. Facilitating the preparation of proposals for new grants and ensuring compliance with the requirements of granted projects.


     


    DESCRIPTION


    Functional Area 1: Research


    Percent Effort: 70%


    Job Duties




    • Developing decision support tools using system modeling, optimization, and machine learning (especially reinforcement learning) for applications of smart and sustainable manufacturing.




    • Prepare research papers for journals and conferences.




    • Data organization and management




    • Data analyses




    • Data dissemination




    • Pursue research in the lab and field.




    • Keep up with current and appropriate literature.




     


    Functional Area 2: Proposal Preparing and Program Management


    Percent Effort: 30%


    Job Duties




    • Working closely with Dr. Yun and assisting in preparing grant proposals.




    • Writing reports for funding agencies.




     


    QUALIFICATIONS




    • Ph.D. (or expected completion by Fall 2024) in Operations Research, Industrial Engineering, Computer Science, or a related field.




    • Strong mathematical background, including expertise in optimization, probability, statistics, and machine learning (especially reinforcement learning).




    • Prior experience working with data and system modeling, familiarity with at least one programming environment (e.g., MATLAB, Python, R)




 


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