Research Fellow/Engineer (Chemical Plume Tomographic Algorithm) - EA2

    Institution Info
    Singapore Institute of Technology
    Singapore Phone:
    Web Site:

    Institution Profile



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Job ID:

15364

Location:

Singapore 
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Job Views:

43
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Job Description:

Key Responsibilities

  • Participate in and manage the research project with Principal Investigator (PI), Co-PI and the research team members to ensure all project deliverables are met.
  • Meeting the project deliverables within the project timeframe, which consists of the following responsibilities:
    o Performing computational fluid dynamics (CFD) runs to continually update and collect data based on project requirement.
    o Perform data cleansing, preparation, visualization and analysis on the dataset collected
    o Research on and implement the state-of-the-art predictive algorithms technique that can predict concentration patterns based on source release points and wind conditions
    o Perform algorithm testing and evaluation
    o Work closely with our collaborator to collate feedback for algorithm design
  • Assists in co-supervision of Final Year Projects (FYP) or capstone projects students together with the project PI
  • Assists PI in drafting of reports, conference proceedings and journal articles based on the outcome of the projects
  • Prepares and shares fortnightly report of results from project work with PI
  • Support and coordinate procurement and maintenance of the software/hardware under the charge of the PI
  • Carry out Risk Assessment, and ensure compliance with Work, Safety and Health Regulations.
  • Work independently, as well as within a team, to ensure proper operation and maintenance of equipment.

Requirements

  • Have relevant competence in the areas of data analytics, machine learning, python programming and are familiar with data analytics software and platforms such as JupyterLab, SciPy ecosystem, scikit-learn libraries, tensorflow libraries.
  • Knowledge in Computational Fluid Dynamics, ability to use OpenFOAM is a bonus
  • A Bachelor, Masters or PhD in Data Science or Engineering
  • Fluent verbal and written communications.

Posted:

23/11/2022

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