Tóm lược
Mô tả công việc
Tóm tắt công việc
- Build, deploy, and maintain ML models and APIs for backend services to integrate model predictions into production systems.
- Develop and own ML solutions for key projects: surge pricing, ETA prediction, and object detection for proof-of-delivery image processing.
- Research and implement advanced ML approaches (supervised/unsupervised learning, deep learning, computer vision) to solve logistics and on-demand business problems.
- Monitor model performance in production, detect data drift, and proactively retrain or update models to maintain accuracy.
- Design, implement, and monitor A/B tests to evaluate model performance and business impact.
- Collaborate with Data Engineers and Backend Engineers to build reliable data pipelines, feature stores, and ensure smooth model API integration.
- Use up-to-date ML tech stack:
- Languages: Python (scikit-learn, PyTorch/TensorFlow)
- Model Serving / API: FastAPI, Flask or equivalent
- Big Data: PySpark, BigQuery, GCS/S3
- Cloud: GCP (Dataproc, Vertex AI or equivalent)
- Physical Wellbeing Benefit: General Insurance, Medical check-up, Accident Insurance, Healthcare Insurance
- Emotional Wellbeing Benefit: Company Trip, Year End Party, Aha Hour Activities, Special Day Gifts, Aha Club (Badminton, Soccer)
- Financial Wellbeing Benefit: Grab/Be For Work (Tech/Lead Level), Workplace Relocation, 13th Month Salary, PP Appreciate, Annual Leave Remain
Yêu cầu công việc
- B.S./M.S. in Computer Science, Statistics, Mathematics, Engineering, or equivalent experience
- At least 3 years of experience as a Machine Learning Engineer or Data Scientist, with hands-on production deployment experience
- Strong proficiency in Python for model development, experimentation, and automation
- Solid understanding of ML fundamentals — supervised/unsupervised learning, feature engineering, model evaluation
- Experience building and exposing ML models via REST APIs (FastAPI, Flask, or similar)
- Experience with big data tools: BigQuery, GCS/S3, PySpark for large-scale data processing
- Experience with computer vision (object detection, image classification) is a strong plus
- Experience with time-series forecasting or pricing/optimization models is a significant advantage
- Good understanding of A/B testing and statistical significance
- Able to communicate model results clearly to both technical and non-technical stakeholders
Ngôn ngữ
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English
Nói: Intermediate - Đọc: Intermediate - Viết: Intermediate
Yêu cầu kỹ thuật
- Machine Learning
- Python
- MS SQL
- Statistics
- REST API
- Big Data
- Amazon S3
- Flask
- Deep Learning
- A/B Testing
- PySpark
- Computer Vision
- FastAPI
- Google BigQuery
Thông tin doanh nghiệp
AhaMove is a great application for delivery in Vietnam.
AhaMove is an app that allows shippers to hire hundreds of shippers right away and help shippers earn extra income with attractive fees and bonus policies. AhaMove is currently leading in the field of urban delivery in Ho Chi Minh City and Hanoi.
AhaMove is a member company of Scommerce - a leading transportation group in Vietnam, with the ability to deliver goods between 63 provinces and cities and a network covering 11,000 communes and wards across the country.
Scommerce's goal is to become the leading O2O (Online to Offline) transport platform in Vietnam, helping buyers and sellers to deliver goods quickly and easily by optimizing technology solutions, transport networks and sources. social force.
With a team of more than 40,000 drivers (15,000 regular drivers), AhaMove is proud to meet the needs of nearly 50,000 customers, including major partners such as The Coffee House, Juno, Tuticare, Heineken, Sendo. , Lazada, Mia, Roasted Chicken OO, Petmart, Le Castella Vietnam, ...