【职位描述】
1. 通过处理各种结构化或非结构化的数据,利用数学模型,包括统计模型、机器学习模型、深度学习模型等,预测各种期限维度上的股票、期货的涨跌,并基于模型预测进行量化投资; Predicting stocks and futures prices using mathematical models including statistical models, machine learning models; 2. 利用数学模型和计算机技术,开发算法交易策略,以提高交易执行的效率和收益。 Making quantitative investments based on model predictions and DeE29veloping algorithmic trading strategies to improve the efficiency and profitability, using mathematical models and computer techniques.
【入职要求】
1. 国内2021年应届生及海外2020/2021年毕业生,全日制硕士及以上学历的在校生; 2021 Master and PhD graduates from domestic universities,and 2020/2021 Master and PhD graduates from overseas universities; 2. 数学/统计、物理、计算机、电子或其他相关理工科专业,金融知识是一个加分项,但并非必须; Majoring in mathematics/statistics, physics, computer science or other related science and engineering majors. Financial knowledge is a plus, but not required; 3. 扎实的概率统计能力,严谨的研究习惯; Solid probability and statistical ability, and rigorous research habits; 4、有一定的编程能力,至少熟悉Python和C++其中一门编程语言。 Strong programming skills, at least familiar with one of Python and C++. 优先考虑具有以下情况的候选人: Preferred qualifications: 1. 顶级的研究能力,有领先的学术成果或学科竞赛、ACM-ICPC获奖; Top research ability, leading academic achievements or academic competition awards. (ex. ACM-ICPC); 2. 熟悉深度学习原理和基本模型,熟练使用 Tensorflow,并能够灵活的解决实际问题。有过大型机器学习、数据挖掘实践项目者优先; Versed in deep learning principles and models, skilled in using Tensorflow, and able to solve practical problems flexibly. Experience in large machine learning, data mining practice projects is preferred; 3. 爬虫以及文本处理项目经历; Web-crawling and text processing project experience; 4. 熟悉linux系统的非桌面环境, 良好的编码风格。 Familiar with Linux system, good coding style.
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