Quantitative Researcher – Orderbook Signal Generation
DV Trading · Dubai
وصف الوظيفة
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.
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DV Trading
Dubai