Mô tả công việc
1. Geospatial Data Science & Machine Learning Development
Design, develop, and optimize Machine Learning/Deep Learning models for digital mapping, navigation, and location-based products.
Analyze geospatial datasets, including GPS trajectories, Points of Interest (POI), road networks, and traffic data, to improve map quality and user experience.
Research and develop algorithms related to:
Map Matching
Route Prediction
Estimated Time of Arrival (ETA) Prediction
Traffic Forecasting
POI Classification & Recommendation
Geospatial Clustering
2. Data Analytics & AI Solutions
Leverage large-scale datasets to identify patterns, generate insights, and support product innovation.
Define and monitor key metrics to evaluate map data quality and model performance.
Conduct advanced statistical analysis and predictive modeling to support business and product decision-making.
3. Data Pipeline & Model Deployment
Collaborate with Data Engineers to build and maintain scalable data pipelines.
Deploy, monitor, and optimize Machine Learning models in production environments.
Ensure model accuracy, reliability, scalability, and operational efficiency.
4. Cross-functional Collaboration
Work closely with Product Managers, Mapping Engineers, Backend Engineers, and AI/ML Engineers to deliver data-driven solutions.
Stay up to date with emerging technologies and best practices in Geospatial AI, Mapping Technologies, and Location Intelligence.
Yêu cầu
Qualifications
Bachelor's degree or higher in Computer Science, Data Science, Artificial Intelligence, Mathematics, Statistics, or a related field.
Experience & Technical Skills
Minimum 3 years of experience as a Data Scientist, Machine Learning Engineer, or a related role.
Strong proficiency in Python and Machine Learning frameworks/libraries such as Scikit-learn, XGBoost, TensorFlow, or PyTorch.
Solid experience with SQL and large-scale data processing technologies such as Spark or other Big Data platforms.
Strong foundation in Statistics, Probability, Machine Learning, and Data Modeling.
Experience working with geospatial data and location-based services is highly preferred.
Preferred Qualifications
Hands-on experience with GIS technologies, Geohash, H3, or similar geospatial indexing systems.
Familiarity with PostGIS, OpenStreetMap (OSM), and routing/navigation engines.
Experience in Computer Vision applications involving street-level imagery, satellite imagery, or geospatial datasets.
Experience building AI/ML solutions for transportation, logistics, mobility, mapping, or location-based services.
Quyền lợi
Competitive compensation package based on qualifications and experience.
Opportunity to work on large-scale AI and digital mapping products serving millions of users.
Exposure to cutting-edge technologies in Geospatial AI, Machine Learning, and Location Intelligence.
Collaborative, innovative, and technology-driven working environment.
Comprehensive benefits package, including social insurance, healthcare coverage, and other company benefits.
Thông tin khác
Thời gian làm việc
Thứ 2 - Thứ 6 (từ 08:30 đến 17:30)
Thông tin chung
Nơi làm việc
- - Hà Nội: Phạm Hùng, Phường Từ Liêm (quận Nam Từ Liêm cũ)
Cách thức ứng tuyển
Ứng viên nộp hồ sơ trực tuyến bằng cách bấm nút Ứng tuyển bên dưới:
Hạn nộp: 04/07/2026