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

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.

Advertised: 27 Apr 2023 Singapore Standard Time
Applications close: 31 Dec 2023 Singapore Standard Time