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Data Scientist

nahc.io · Hong Kong

Data Science / AI / Machine LearningEntry LevelQuick applyFull-time4 days ago

About The Role

What you will do

  • Develop and deploy machine learning and statistical models for forecasting, pattern recognition, and financial analytics.
  • Work with structured and unstructured datasets including market data, alternative datasets, and event-driven information sources.
  • Design and maintain scalable data preparation and feature engineering workflows.
  • Conduct rigorous backtesting, validation, and performance analysis to evaluate model robustness and reduce overfitting risk.
  • Identify proprietary indicators and predictive features that improve analytical accuracy and signal quality.
  • Collaborate closely with cross-functional stakeholders to translate technical findings into commercially meaningful insights.
  • Continuously evaluate data integrity, model assumptions, and research methodologies to maintain high analytical standards.

What you will need

  • Bachelor’s or Master’s degree in a quantitative discipline such as Statistics, Mathematics, Computer Science, Physics, Financial Engineering, or a related field.
  • 2+ years of experience working with large-scale analytical or financial datasets.
  • Strong foundation in statistics, probability, machine learning, and quantitative analysis.
  • Familiarity with financial markets, trading concepts, or investment data is advantageous.
  • Advanced proficiency in Python, including common data science and machine learning libraries (e.g. Pandas, NumPy, Scikit-Learn, PyTorch, TensorFlow).
  • Strong SQL and data querying capabilities.
  • Experience handling high-volume or real-time datasets is a plus.
  • Strong critical thinking skills with a detail-oriented and hypothesis-driven approach to problem solving.

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