Chi tiết thông tin tuyển dụng "Data Science Intern"
Mức lương
3-4 triệu
Địa điểm
- - Ha Noi: N04B-T1 Lanmak Tower, Ngoai Giao Doan, Xuan Dinh Ward
- - Ho Chi Minh City: 9th floor, International Plaza Building, 343 Pham Ngu Lao Street, Ben Thanh Ward
Mô tả công việc
We are seeking a highly motivated and detail-oriented Data Science Intern to join our team. The ideal candidate will be responsible for designing, optimizing, and maintaining end-to-end models that analyze and forecast price movements based on financial data. You will contribute to building data-driven investment strategies using technical analysis and advanced techniques in machine learning (ML) and deep learning (DL).
Key Responsibilities:
- Supporting senior in research, design, and implement predictive models to analyze financial time series data
- Try to develop and backtest systematic trading strategies based on technical indicators, ML/DL models, and other data-driven approaches
- Optimize model performance through feature engineering, hyperparameter tuning, and robust evaluation techniques
- Supporting senior in maintain, update, and deploy ML/DL pipelines to ensure stability and adaptability in live trading environments
- Collaborate with data engineers and developers to ensure smooth integration of research models into production systems
- Monitor and refine strategies based on real-world performance and changing market conditions
- Stay up to date with the latest research and techniques in quantitative finance, ML/DL, and algorithmic trading
Working Hours: 08:30 AM - 17:30 PM, Monday to Friday, with 1,5 hours lunch break (Interns can have flexible working hours to accommodate their class schedules).
Yêu cầu công việc
An ideal candidate should have a strong foundation in Machine Learning, Deep Learning, and Mathematics, including:
- Strong foundation in mathematics, covering: Linear Algebra, Calculus, Probability, Statistics, and Optimization
- Solid understanding of core ML concepts: Regression, classification, clustering, model evaluation & optimization, data preprocessing
- Familiarity with ensemble methods (bagging, boosting) and regularization techniques (L1/L2)
- Basic knowledge of neural networks and practical experience with PyTorch
- Familiarity with deep learning architectures: RNNs, LSTMs, CNNs
- Experience working with time series data, including preprocessing, feature extraction, and modeling
- Proficient in Python, with hands-on experience using ML/DL libraries such as scikit-learn, TensorFlow, and PyTorch
- Strong analytical thinking and problem-solving skills
Nice to Have:
- Knowledge of portfolio optimization, risk management, or market microstructure
- Familiarity with cloud-based deployment or real-time data processing
- Participation in quantitative competitions (e.g., Kaggle, Numerai)
Quyền lợi được hưởng
Cách thức ứng tuyển
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Thông tin công ty
Giới thiệu
Công ty Cổ phần Đầu tư Finpros
Finpros là đối tác quản lý tài sản tin cậy, được thành lập và quản lý bởi đội ngũ Chuyên gia hàng đầu trong lĩnh vực Tài chính. Với hướng đi khác biệt và là quỹ Quant Trading đầu tiên tại Việt Nam áp dụng Robot giao dịch tự động. Tài sản được quản trị theo mô hình tiêu chuẩn, tối đa lợi nhuận và giảm thiếu tối đa rủi ro.
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