Research Engineer – Remote Sensing & Machine Learning
NTU · Singapore
Job description
About the role
We are seeking a pre‑doctoral researcher to join NTU’s School of Electrical and Electronic Engineering and work on a collaborative project with NUS and NParks. The role combines data science, machine learning research and engineering to develop a model that forecasts forest growth using UAV‑derived remote sensing data.
Key responsibilities
- Conduct fieldwork and curate UAV remote‑sensing datasets from multiple forest sites (Data Scientist).
- Design and implement biodiversity classification and LiDAR canopy‑analysis algorithms (ML Researcher).
- Build and maintain the system infrastructure for serving UAV data, including data visualisation tools for end‑users (ML Engineer).
- Develop a professional data portal that allows stakeholders to upload data and view results, following industry‑standard software‑engineering practices.
- Coordinate activities between NTU, NUS and NParks to ensure project milestones are met.
Required profile
- Master’s or Honours degree in remote sensing, machine learning, data science or a related discipline.
- Relevant research or work experience in the above fields.
- Strong academic background in remote sensing, ML or data science.
- Proven software‑engineering experience (industry or equivalent).
- Excellent written and oral communication skills.
Required skills
- Remote sensing and UAV data handling
- Machine learning and data‑science techniques
- LiDAR canopy analysis
- Software engineering and data‑visualisation
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