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Quantitative Researcher – Orderbook Signal Generation

DV Trading · Dubai

New
Junior 🇬🇧 English
Python pandas NumPy Machine learning Tree-based methods

Job description

About the role

We are seeking a Quantitative Researcher to develop order‑book‑driven predictive signals. The role is ideal for early‑career professionals with hands‑on experience analysing limit order‑book data and a strong curiosity about market microstructure.

Key responsibilities

  • Analyse high‑frequency limit order‑book data to uncover patterns, inefficiencies and predictive signals.
  • Build and back‑test quantitative models using historical tick and order‑book data.
  • Collaborate with senior researchers and traders to translate findings into production‑ready strategies.
  • Develop and maintain data pipelines for processing large‑scale, high‑frequency market data.
  • Apply statistical and machine‑learning techniques, especially tree‑based methods, to improve signal quality.
  • Continuously monitor and iterate on live signals and models based on performance.

Required profile

  • 1–3 years of professional or research experience working directly with order‑book data.
  • Technical degree in a quantitative field such as Mathematics, Statistics, Computer Science, Physics, Engineering or Financial Engineering.
  • Strong proficiency in Python and standard data‑science libraries (pandas, NumPy, etc.).
  • Genuine interest in financial markets and market microstructure.
  • Solid foundation in statistics and quantitative analysis.
  • Excellent problem‑solving skills and ability to communicate technical findings to non‑technical stakeholders.

Required skills

  • Python programming.
  • Data manipulation with pandas and NumPy.
  • Statistical analysis.
  • Machine‑learning techniques, including tree‑based methods.
  • Development of high‑frequency data pipelines.

Questions fréquentes

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Published 1 day ago

Expires 1 month from now

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DV Trading

Dubai