Snaphunt Pte Ltd – Machine Learning Engineer

• Join a well known brand within IT Services
• Opportunity to make a positive impact
• Leadership Role

The Job

Key Responsibilities:

• Assist in the design, development, and deployment of GIS-based machine learning models.
• Perform geospatial data collection, cleaning, and preprocessing for analysis.
• Develop custom algorithms to analyze large spatial datasets using machine learning techniques.
• Collaborate with senior engineers and data scientists to improve and optimize model performance.
• Integrate machine learning outputs into GIS platforms for mapping, visualization, and analysis.
• Develop and maintain geospatial databases and support data integration efforts.
• Contribute to the creation of tools or scripts to automate geospatial tasks using Python, R, or other relevant languages.
• Prepare technical documentation and reports summarizing project findings and recommendations.
• Stay up to date with advancements in GIS, machine learning, and data science technologies.

Ideal Candidate

Job Requirements:

• Bachelor’s degree in Geography, Computer Science, Data Science, or a related field. (Master’s degree is a plus)
• 3-5 years of experience with GIS software (e.g., QGIS, ArcGIS).
• Basic experience in machine learning, preferably using Python and popular libraries such as Scikit-learn, TensorFlow, or PyTorch.
• Experience working with geospatial data formats (e.g., shapefiles, GeoJSON, raster, vector).
• Proficient in programming languages such as Python and JavaScript (experience with geospatial libraries like GDAL, Fiona, or Rasterio is a plus).
• Understanding of machine learning concepts such as supervised learning, unsupervised learning, and model evaluation.
• Familiarity with geospatial database management systems (PostGIS, SQL).
• Experience with cloud platforms like AWS, GCP, or Azure, especially for geospatial applications, is an advantage.
• Good understanding of spatial analysis, spatial statistics, and data visualization techniques.
• Strong analytical and problem-solving skills.
• Excellent communication skills and the ability to work in a team-oriented environment.
• Basic knowledge of front-end web mapping frameworks (e.g., Leaflet, OpenLayers) is an added advantage.

Ref: GT6Y711JPJ