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Machine Learning Engineer

2 weeks ago

Thành phố Hồ Chí Minh, Vietnam Vietmap Full time

**Vietmap**:
Công Ty Cồ Phần Ứng Dụng Bản Đồ Việt
- Company type
- IT Product
- Company industry
- Software Products and Web Services
- Company size
- 301-500 employees
- Country
- Vietnam
- Working days
- Monday - Friday
- Overtime policy
- No OT
- 197 Tran Phu, Ward 4, District 5, Ho Chi Minh
- At office
- Skills:

- Machine Learning

Python

AI

**Top 3 reasons to join us**:

- Professional working environment
- Attractive benefits
- Opportunities for career path promotion

**Job description**:
**Responsibilities**:

- **Develop Machine Learning Models for Mapping Solutions**:

- Design and implement ML algorithms for geospatial data processing, object detection, and pattern recognition.
- **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.
- **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**:
**Your skills and experience**:
**Qualifications**:

- Bachelor‘s or Master’s degree in Computer Science, Data Science, AI, or a related field.
- Proficiency in ML frameworks (TensorFlow, PyTorch, Scikit-learn).
- Strong programming skills in Python, with experience in data processing libraries (Pandas, NumPy, OpenCV, GDAL).
- Experience with geospatial data processing tools (GIS, QGIS, PostGIS).
- Knowledge of cloud-based ML deployment (AWS, GCP, Azure).
- Strong problem-solving skills and ability to work in a collaborative team environment.

**Preferred Skills**:

- Experience with satellite image processing and computer vision techniques.
- Familiarity with graph-based ML models for route optimization.
- Understanding of real-time geospatial analytics and Big Data processing.

**Why you'll love working here**:

- 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.