Senior Data Scientist
Taipei, Taiwan
Full time
Office
Compensation is not specified
Role
Data Scientist
Description
The individual selected for this position will form part of a newly established Data Science team that specializes in conducting in-depth research within the crypto market and blockchain technology. The ideal candidate should possess expertise in managing large quantities of data and have a comprehensive understanding of the data science workflow. This role presents an exciting opportunity for the successful candidate to significantly influence the direction and productivity of this newly formed initiative within a distinguished proprietary trading firm.
Responsibilities:
- Data Sourcing: Identify high-quality and relevant data to align with research objectives and create corresponding tickets for the data team.
- Data Accessibility and Usability: Develop and sustain tools and platforms to enhance visualization and exploration capabilities for the research team.
- Identify Patterns and Trends: Utilize statistical and machine learning techniques to analyze historical data, pinpointing patterns and trends useful for trading strategies and research teams.
- Research and Development: Stay abreast of the latest advances in data science and the crypto sector through ongoing monitoring of research, industry reports, and participation in relevant events.
- Benchmarking: Consistently assess and enhance existing models by gauging their performance against cutting-edge techniques.
- Performance Metrics: Devise metrics and dashboards to monitor the performance of trading strategies, individual symbols, and the overall portfolio, incorporating PnL attribution.
Requirements:
- A minimum of 5 years in the data science field, including 2 years in leadership positions
- Possession of a Master’s degree in EE, CS, Physics, Mathematics, or a related discipline
- Background in processing and analyzing large-scale data
- Proficiency in Python programming
- Familiarity with machine learning frameworks such as TensorFlow, PyTorch, scikit-learn
- Experience in modeling and forecasting, particularly in time series analysis (e.g., NLP)
- Competence in crafting and explaining model architecture, with a strong emphasis on code quality for optimal system design
- Crypto industry knowledge is advantageous but not mandatory
- Experience in finance and trading is beneficial but not a strict requirement
Skills Required
Kronosresearch
Website
kronosresearch.comCompany size
Not specified
Location
United States
Description
Kronos Research leverages data research and intelligent algorithms to provide liquidity on nearly every top decentralized and centralized trading venue, resulting in a daily trading volume that surpasses billions of US dollars. Kronos Research invests in innovative early-stage projects through Kronos Ventures.