Senior Quant Researcher

Algo Quant
Dubai, London, New York
Workplace: OnsiteFull timeFunction: Research & Scientific (R&D)Education: phdSkills: ["Problem-solving","Attention to detail","Self-directed","Communication","Collaboration"]

Lead end-to-end research and development of advanced ML/DL models for alpha signal generation in digital asset markets, guiding models from problem formulation to live deployment. Work across spot, derivatives, and on-chain data, mentor teammates, and shape rigorous validation and production-ready pipelines in a high-ownership role.

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Algo Quant
Algo Quant
3 months ago

Senior Quant Researcher

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Last checked: 16 hours agoStatus: Live

Job Summary

Lead end-to-end research and development of advanced ML/DL models for alpha signal generation in digital asset markets, guiding models from problem formulation to live deployment. Work across spot, derivatives, and on-chain data, mentor teammates, and shape rigorous validation and production-ready pipelines in a high-ownership role.
Location: Dubai, London, New York
Workplace: Onsite
Employment Type: Full time
Job Function: Research & Scientific (R&D)
Seniority: Sr. Manager level

Key Responsibilities

  • •Design and deploy advanced ML and DL models for alpha signal generation across digital asset markets.
  • •Work across the full model stack: feature engineering, architecture selection, training and validation regimes, and live signal monitoring.
  • •Apply and adapt state-of-the-art techniques—transformers, graph neural networks, reinforcement learning, and ensemble methods—to financial prediction problems.
  • •Build robust, production-grade research pipelines with a rigorous approach to preventing lookahead bias, data leakage, and overfitting.
  • •Collaborate with engineers to move models from research to production infrastructure and mentor junior researchers.

Key Requirements

  • •PhD or equivalent depth in machine learning, statistics, physics, mathematics, or computer science
  • •Hands-on implementation experience with modern ML/DL (transformers, graph neural networks, reinforcement learning)
  • •Track record of applying ML in a live, capital-at-risk environment with measurable out-of-sample performance
  • •Rigorous model validation with experience in overfitting, regime change, feature leakage, and non-stationarity
  • •Strong programming skills in Python; C++ or Rust a plus for production performance
Experience:Digital assetQuantitative financeCrypto
Education:PhD / Doctorate
Skills:Problem-solvingAttention to detailSelf-directedCommunicationCollaboration
Languages:English
Tech Stack:PythonC++RustTransformersGraph neural networksReinforcement learningXGBoostLightGBMOn-chain dataPandasNumPy

Company Brief

Algo Quant
Provides algorithmic trading and quantitative research tools for digital asset markets, offering automated strategies, backtesting, and execution infrastructure for institutional and professional traders.
Industry: Trading Platforms
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