Data Science Intern

CÔNG TY CỔ PHẦN ĐẦU TƯ FINPROS

Căn Hộ 3808, Tầng 38, Tòa Nhà Số W1, Lô Đất HH, Đường Phạm Hùng, Phường Mễ Trì, Quận Nam Từ Liêm, Thành phố Hà Nội

Tổng quan

Mức lương:  3 - 10 triệu

Loại công việc:  Thực tập

Kinh nghiệm: Không yêu cầu kinh nghiệm

Số lượng tuyển: 8

Hạn nộp hồ sơ: 2025-12-31

Ngày đăng: 2025-11-12 19:40

Danh mục:  Công nghệ thông tin

Mô tả công việc

We are seeking a highly motivated and detail-oriented Data Scientist 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 to 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 to 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

Yêu cầu

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)

Phúc lợi

  • Opportunity to access and work directly with financial data, and to build market analysis models.
  • A young, dynamic working environment with chances to develop skills and learn from industry experts.
  • Initial financial support starts at 3 million VND, with potential increases throughout the internship depending on performance and demonstrated capability.
  • Lunch allowance is provided, and working hours are flexible to fit your schedule.
  • Opportunities to join annual trips and team-building activities.
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