Quantitative Researcher

2 days ago

Cambridge, United Kingdom Avenir Group Full time

Job Overview

We are seeking highly skilled and motivated Quantitative Research Analysts to join our team. As a Crypto Quant Analyst, you will play a crucial role in analyzing cryptocurrency markets, developing quantitative trading strategies, and managing trading risks. We offer permanent contract.


Key Responsibilities

Data Collection and Management

  • Collect and organize cryptocurrency market data, including trading volume, prices, order book data, and on-chain data.
  • Maintain and update databases to ensure data accuracy and completeness.
  • Develop and manage data collection scripts and automation tools.

Data Analysis and Modeling

  • Analyze cryptocurrency market data using statistical and machine learning methods to identify market trends and patterns.
  • Develop and optimize quantitative trading strategy models, including price prediction models, risk management models, and arbitrage models.
  • Perform backtesting and simulations to evaluate historical performance and potential returns of trading strategies.

Strategy Development and Execution

  • Develop quantitative trading strategies and design trading algorithms based on analysis and models.
  • Monitor and adjust strategy performance to ensure effectiveness under various market conditions.
  • Collaborate with the trading team to execute and optimize trading strategies in real-time.

Risk Management and Monitoring

  • Assess and manage risks associated with cryptocurrency trading, implementing risk control measures.
  • Monitor market conditions and strategy performance in real-time, responding quickly to abnormal fluctuations and risk events.
  • Develop and execute stop-loss, take-profit, and risk limit strategies.

Technical Research and Innovation

  • Stay abreast of the latest developments in cryptocurrency and blockchain technology, researching emerging markets and financial products.
  • Explore and apply new technologies and methods, such as deep learning and blockchain analysis, to enhance analysis and trading efficiency.
  • Participate in technical discussions and workshops, continuously learning and improving professional skills.

Reporting and Communication

  • Prepare analysis reports and strategy reports to update management and the team on progress and outcomes.
  • Collaborate with other departments and teams, such as IT and Risk Management.
  • Regularly review and summarize market and strategy performance, providing improvement recommendations.

Compliance and Regulation

  • Ensure all trading activities and operations comply with company policies and regulatory requirements.
  • Monitor industry regulations and policy changes, adjusting strategies and operations to ensure compliance.


Requirements

  • Proficiency in Python, R, Excel, and other data processing tools.
  • Familiarity with APIs of major cryptocurrency exchanges.
  • Experience in linear arbitrage, quantitative research/trading.
  • Strong interest in Web3.0 and cryptocurrency markets; familiarity with cryptocurrency trading and risk management is a plus.
  • Detail-oriented, diligent, and responsible.
  • Ability to work effectively under pressure, with a strong sense of responsibility and professionalism.

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