Geospatial ML Scientist for Public Sector Analytics

FPT Asia Pacific; Singapore; On-site; SGD 90,000 - 130,000; Full time

Job summary

FPT Asia Pacific is seeking a data science professional to develop scalable ML solutions for geospatial analytics and education demand forecasting in Singapore. You will design end-to-end ML architectures, build data pipelines, and collaborate with engineers to operationalise models.

You will apply advanced ML techniques, manage feature engineering, and ensure solutions are robust, auditable, and production-ready, while communicating findings to stakeholders.

Qualifications

• Minimum 3–5 years of hands-on experience in Data Science, Machine Learning, or a related field.

Responsibilities

• Collaborate with planners, analysts and stakeholders to translate business requirements into scalable data science solutions.

Skills

Python

Scikit-learn

PyTorch

TensorFlow

Geospatial analysis

Time-series forecasting

SQL

Cloud platforms (AWS/Azure/GCP)

Tools

GeoPandas

PostGIS

QGIS

ArcGIS

Job description

FPT Asia Pacific is seeking a data science professional to develop scalable ML solutions for geospatial analytics and education demand forecasting in Singapore. You will design end-to-end ML architectures, build data pipelines, and collaborate with engineers to operationalise models.

You will apply advanced ML techniques, manage feature engineering, and ensure solutions are robust, auditable, and production-ready, while communicating findings to stakeholders.