Tóm tắt công việc
Vietmap JSC is a leader in providing custom mapping solutions, leveraging AI and machine learning to enhance geographic data processing, spatial analytics, and predictive modeling. We are looking for a Machine Learning Engineer to join our MAP Custom Solution team and help build intelligent mapping applications.
As a Machine Learning Engineer, you will develop and deploy AI-driven models for geospatial applications, improve data processing pipelines, and enhance the accuracy of mapping solutions. You will work closely with
data scientists, GIS specialists, and
developers to create machine learning models that optimize routing, traffic predictions, geospatial analytics, and location-based insights.
Responsibilities:
Develop Machine Learning Models for Mapping Solutions:
Design and implement ML algorithms for geospatial data processing, object detection, and pattern recognition.
Apply deep learning and computer vision for satellite imagery analysis and mapping enhancements.
Optimize Routing and Spatial Analytics:
Build AI-driven models for route optimization, traffic forecasting, and navigation improvements.
Develop predictive models for location intelligence, land-use classification, and anomaly detection.
Process and Manage Geospatial Data:
Work with large-scale geospatial datasets, including satellite imagery, GPS data, and LiDAR.
Implement data pre-processing, feature engineering, and augmentation techniques.
Deploy and Maintain ML Models in Production:
Develop scalable ML pipelines for real-time and batch processing.
Optimize model performance and integrate ML models into mapping APIs and applications.
Collaborate with Cross-Functional Teams:
Work closely with GIS experts, developers, and
project managers to align ML solutions with business objectives.
Ensure seamless integration of ML models with existing mapping platforms.
Enhance Model Performance and Accuracy:
Continuously refine algorithms to improve precision, speed, and scalability.
Monitor model performance, troubleshoot issues, and fine-tune hyperparameters.
Stay Updated on AI and Geospatial Technologies:
Research the latest ML advancements and their applications in geospatial analytics.
Apply best practices in AI ethics, bias reduction, and data privacy compliance.
Be entitled to all basic benefits as government stipulation such as: social insurance, health insurance, unemployment insurance.
Bonus: 13th month salary, additional performance bonus upto 2 month salary for excellent performance.
Getting company sponsor for health benefit package PTI after signing official
Being trained frequently to improve professional skills and work-related skills.
The outstanding staff may earn special benefits such as: getting official contract ahead of time, receiving hot bonus, getting quickly promoted, getting before-term salary increased ...
Be able to work directly with the CEO, having opportunity to work abroad. Participation in fun activities at office and after work such as monthly birthday celebration, football club, English club, ... 100% covered by company.
