Data Scientist I–II (ML Engineer)
DigiSource
Data Analyst, Data Engineer, Data Scientist, AI/Machine Learning
Mô tả công việc
- Work on a wide range of problems involving descriptive, diagnostic, predictive, and prescriptive analytics across the financial services, telecom, and retail industries.
- Build and deploy machine learning models such as customer segmentation, churn prediction, recommendation engines, anomaly detection, and time-series forecasting.
- Leverage tools and libraries including scikit-learn, statsmodels, XGBoost, TensorFlow, and PyTorch.
- Apply MLOps practices for model evaluation, management, and deployment.
- Write and maintain high-quality, well-documented, and tested code for models running in production.
- Collaborate with cross-functional teams to develop reusable ML assets across multiple client engagements.
Yêu cầu công việc
- Bachelor’s degree in Computer Science or a related field.
- 1–4 years of experience in Machine Learning or Data Science roles.
- Strong understanding of machine learning algorithms, both theoretical and practical.
- Proficiency in Python programming.
- Hands-on experience with data cleaning, visualization, and modeling using open-source Python libraries.
Preferred Skills
- Master’s degree from a top-tier university.
- Industry experience in telecom, banking, or retail.
- Familiarity with AWS, Databricks, SQL, NoSQL, Big Data frameworks (Kafka, Flink), and distributed ML platforms (e.g., Ray).
- AWS or Databricks ML certification is a strong plus.
Thông tin công ty & Phúc lợi
Our client is founded by a team of top technologists and experienced entrepreneurs from Vietnam who have founded 11 companies in their careers before establishing the company, the company is a gathering of the strength of tech power as its name, the bank of techs, innovation, and creative ideas.