Machine Learning Quantitative Researcher
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Monthly Salary:
Posted on:
2 days ago
Vacancies:
1 Vacancy
Job Summary
关于我们 / About Us
AlphaGrep 是一家全球领先的量化交易公司专注于股票商品外汇及固定收益等资产的算法交易我们在国际市场拥有显著份额依托自主开发的超低延迟系统与严格的风控体系持续构建高效能策略
AlphaGrep is a leading global quantitative trading firm specializing in algorithmic strategies across equities commodities FX and fixed income. We hold significant market share internationally powered by proprietary low-latency infrastructure and robust risk controls.
AlphaGrep China 是专注于中国市场人民币资产管理的机构服务对象涵盖机构投资人家族办公室与高净值客户我们深耕中国资本市场涵盖股票及衍生品等多类资产结合全球量化研究体系与本地实战经验构建多元交易策略致力于实现长期稳健增长
AlphaGrep China is a dedicated RMB asset management platform focused on the Chinese market serving institutional investors family offices and high-net-worth individuals. We leverage deep expertise in Chinas equity and derivatives markets together with AlphaGreps global quantitative research capabilities to deliver diversified strategies targeting long-term and stable returns.
岗位职责 / Responsibilities
将机器学习和深度学习应用到股票市场的量化业务场景之中包括但不限于从金融数据中挖掘并构建全新交易信号负责中高频策略的生成评估和生产化部署等Apply machine learning and deep learning to quantitative trading strategies in the stock market by (not limited to) mining and constructing trading signals from financial data and managing the full lifecycle (generation evaluation and production deployment) of mid-to-high-frequency trading strategies.
设计并应用机器学习和深度学习模型如Transformer GRU LSTM DLinear GNN NLP等使其在不同量化场景下发挥信息提取模型搭建等作用Design and implement advanced ML&DL models (e.g. Transformer GRU LSTM DLinear GNN and NLP) to perform information extraction and model construction across diverse quantitative applications.
开发和维护严谨的回测和风险评估系统确保策略在实盘前的稳健性并根据市场变化持续监控优化和升级已上线的策略模型Develop and maintain back-testing and risk evaluation systems to ensure strategy robustness before live trading and continuously monitor optimize and upgrade live strategy models in response to market changes.
紧跟机器学习和深度学习领域的前沿进展积极探索先进技术在量化投资中的应用潜力Keep up with frontier advancements in ML/DL and explore the application potential of advanced techniques in quantitative investment.
任职要求 / Qualifications
国内外知名高校专业硕士及以上学历博士优先计算机数学物理统计等STEM专业优先Masters degree or higher from a reputable university in a STEM field such as Computer Science Mathematics Physics or Statistics (Ph.D. preferred).
具备创新能力和扎实的python编程基础对模型做改进和调优A solid foundation in Python programming is required for model improvement and tuning along with innovative capabilities.
熟练掌握 Pytorch/Tensorflow能够基于其中的一个框架快速开发和实现各类前沿深度学习模型Excellent programming skills proficient in Pytorch/Tensorflow capable of rapidly developing and implementing various cutting-edge deep learning models based on one of the frameworks.
热爱量化行业坚定职业发展方向自我驱动能力较强者优先Passionate for the quantitative industry with a clear commitment to the career path and exhibit strong self-drive.
英语流利可以作为工作语言Fluent in English and can use it as a working language.
加入我们 / Why You Should Join Us
信任是团队协作的根基
我们鼓励坦诚沟通与主动承担让每一位成员都能在安全感中成长自主决策共同前行这份信任源于彼此支持与并肩作战是我们最珍贵的团队资产
Trust is the foundation of collaboration.
We foster open communication and proactive ownership empowering every team member to grow with a strong sense of security make autonomous decisions and move forward together. This trustbuilt through mutual support and shared commitmentis our most valued asset.
优秀的团队成员我们汇聚了工程师数学家统计学家保持好奇心乐在其中
Great People. Were curious engineers mathematicians statisticians and like to have fun while achieving our goals.
透明的组织架构我们重视每一位成员的想法与贡献
Transparent Structure. Our employees know that we value their ideas and contributions.
轻松的办公环境无等级文化常有团建聚会与休闲活动
Relaxed Environment. Flat organization with yearly offsites happy hours and more.
健康福利支持健身补贴零食饮品充足年假
Health & Wellness Programs. Gym membership stocked kitchen and generous vacation.
可通过Greenhouse投递简历或通过邮箱 与我们联系
Interested in the role You can submit your resume via Greenhouse or contact us via too!
Key Skills
- Intelligence Community Experience
- Python
- Spss
- Microsoft Word
- R
- Regression Analysis
- Windows
- Stata
- Microsoft Powerpoint
- Research Experience
- Data Modeling
- Writing Skills
