Data Science Intern
CÔNG TY CỔ PHẦN ĐẦU TƯ FINPROS
Mô tả công việc
Key Responsibilities Assist in researching, developing, and implementing predictive models for financial time series analysis. Support the development and backtesting of systematic trading strategies utilizing technical indicators, Machine Learning (ML), and Deep Learning (DL) methodologies. Contribute to enhancing model performance through feature engineering, hyperparameter optimization, and rigorous evaluation processes. Assist senior team members in maintaining, updating, and deploying ML/DL pipelines to ensure reliability and adaptability within live trading environments. Work closely with Data Engineers and Developers to facilitate the seamless integration of research models into production systems. Participate in monitoring strategy performance and refining models in response to market dynamics and real-world trading results.
Yêu cầu công việc
Qualifications & Requirements We are looking for candidates with a solid background in Machine Learning, Deep Learning, and Mathematics, including: Strong mathematical foundations, particularly in Linear Algebra, Calculus, Probability, Statistics, and Optimization. Good understanding of fundamental Machine Learning concepts, including regression, classification, clustering, data preprocessing, model evaluation, and performance optimization. Familiarity with ensemble learning techniques such as bagging and boosting, as well as regularization methods (L1/L2). Basic knowledge of neural networks and practical experience working with PyTorch. Understanding of common Deep Learning architectures, including RNNs, LSTMs, and CNNs. Experience handling time-series data, including data preparation, feature engineering, and predictive modeling. Proficiency in Python and hands-on experience with major ML/DL frameworks such as scikit-learn, TensorFlow, and PyTorch.
Quyền 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.