Researcher (Data Analysis)

Job Overview We are seeking a highly skilled and motivated Quantitative Researcher to join our team, who will play a crucial role in analysing cryptocurrency markets, developing quantitative trading strategies, and managing trading risks. Data Collection and Management Collect and organise 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 Analyse cryptocurrency market data using statistical and machine learning methods to identify market trends and patterns. Develop and optimise 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. Monitor and adjust strategy performance to ensure effectiveness under various market conditions. 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. 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. 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 summarise market and strategy performance, providing recommendations for improvement. 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. Top universities with an excellent academic background in Finance, Mathematics, Statistics, Physics, or Computer Science. ~5+ years of relevant work experience. ~ Proficiency in C++, Python, R, Excel, and other data processing tools. ~ Strong interest in Web 3.familiarity with cryptocurrency trading and risk management is a plus. ~ Mandarin speaking is preferred.