上海 [切换城市] 上海招聘

机器学习工程师

上海百业并购信息技术股份有限公司

  • 公司规模:50-150人
  • 公司性质:民营公司
  • 公司行业:互联网/电子商务  金融/投资/证券

职位信息

  • 发布日期:2017-04-20
  • 工作地点:上海-浦东新区
  • 招聘人数:1人
  • 工作经验:2年经验
  • 学历要求:本科
  • 语言要求:英语 良好
  • 职位月薪:0.7-1.5万/月
  • 职位类别:其他  

职位描述

职位描述:
1. 岗位职责:

1) 根据业务需求进行数学建模,设计并开发高效算法,并对模型及算法进行测试、实现、以及部署,解决实际业务问题。
2) 参与大数据分析、基于机器学习的大数据处理,数据挖掘算法的设计与开发。
3) 根据业务需求撰写技术文档。

2. 资格要求:

1) 计算机、数学等相关专业本科以上学历
2) 精通常用机器学习算法(如线性/逻辑回归、SVM、贝叶斯网络等),至少有实际建模两年以上经验。
3) 熟悉各种特征提取、数据降维等数据处理技术。
4) 熟悉至少一种编程语言(Scala,Java,Python),至少有两年以上算法开发经验。
5) 熟悉开源机器学习框架,至少有一年以上使用开源机器学习框架完成实际项目的经验。
6) 较好的英文文档阅读能力
7) 具有良好的团队合作能力,和团队的沟通能力
8) 热爱算法,愿意分享
9) 有深度学习经验者加分。
10) 有Spark分布式计算平台经验者优先。
11) 有机器学习在自然语言处理领域经验者优先。
12) 有统计学基础者优先
13) 有推荐系统经验者优先

1. Responsibility
? According to the business requirements in terms of mathematical modeling, design and develop efficient algorithms, and the model and algorithm are testing, implementation, and deployment, solve real business problems.
? Participate in big data analysis, the big data processing based on machine learning, data mining algorithm of design and development.
? Write technical documents according to the needs of the business

2. Eligibility requirements
2.1 Hard requirements
2.1.1 Professional skills
? Proficient in common machine learning algorithms (e.g., linear/logistic regression, SVM, bayesian networks, etc.), the practical modeling for more than two years experience at least.
? Familiar with all kinds of feature extraction and data processing technology such as data dimension reduction.
? Familiar with at least one programming language (Scala, Java, Python), at least two years experience in algorithm development.
? Familiar with open source framework of machine learning, at least one years of using open source machine learning framework to complete the actual project experience.
2.1.2 Language
? Good English document reading ability
2.1.3 Education background
? Bachelor degree or above, major in computer, mathematics, etc
2.1.4 Working manner
? full-time
2.1.5 Capacity
? has the good team cooperation ability, and the team's ability to communicate
? love algorithm, willing to share
2.2 Soft requirements
? Spark distributed computing platform experience is preferred.
? Machine learning in the field of natural language processing experience is preferred.
? Statistical basis is preferred
? Recommendation system experience is preferred

职能类别: 其他

关键字: 机器学习 深度学习 统计学 推荐系统 算法

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公司介绍

Buyint是一家致力于采用人工智能、区块链等技术,实现全程无人工介入,就能自动识别、筛选、匹配并购和投资项目的公司。

——    Buyint的目标是由机器人匹配并购和投资项目,全程无需人工介入,让交易变得更智能、更便捷、更私密、更安全。
——    Buyint致力于采用人工智能和区块链技术,消除信息不对称、信用失灵、信任缺失对交易产生的负面影响,无限降低交易成本。
——    Buyint研发的AlgoMatch机器人匹配系统,能代替人工完成交易中的,信息收集、需求分析、价值识别、项目匹配等工作,从而大幅提高交易效率。
——    AlgoMatch能将全球相互匹配的并购、投资、融资、合资、合作等商业机会,自动递送给需求者。

——    Buyint的商业理念是与员工、用户、合作伙伴共享企业价值。
——    Buyint邀请并购和投资、AI和区块链等领域的技术专家,加入Buyint合伙人队伍,一起颠覆历史、创造未来。

- 三年多以来,百业的“AlgoMatch”机器人,已经读完了全球一亿企业基本信息,分析了三千万高管和行业专家的简历、业绩、商业关系,学习了海量的并购投资知识、历史交易和案例。它已能初步理解企业并购意图,自动识别用户复杂需求,深度匹配并购投资项目,并正在进一步强化“听、说、写、配”的精准度学习。它的愿景是“比您更了解您的并购投资需求”

-    我们拥有一支朝气蓬勃的,跨金融、经济、计算机、语言学等专业的国际化团队,我们与全球数百名各领域专家,组成了强大的技术合作网络,创始人和投资人也均是并购界的行家里手。

-    如果您足够聪明且不安于现状,勇于挑战未来并善于创新,如果您乐于全流程参与项目管理和执行,希望成为并购投资和人工智能创新事业的合伙人,无论您的专业、经验是否与人工智能和并购相关,我们都期待着与您一起,用智慧开创智能并购新时代。

更多相关信息请查看官网内容: www.buyint.com




Since three years ago, we have been exploiting artificial intelligence technologies to reach completely automatic M&A that consists of everything from opportunity recognition, screening, matching to outcome delivery.
Right now, Baiye’s “AlgoMatch” robot has read 100 million basic introductions of different companies, has analyzed 30 million executives and industry experts’ profiles, achievements and business relations, has learnt tremendous amount of M&A investment knowledge, historic transactions and study cases. It already has a preliminary understanding of the intention of the corporate mergers, can automatically recognize complex user requirements, can match in depth M&A investment projects and will further strengthen its precision in “listening, speaking, writing, matching” learning. Its vision is to “understand your M&A investment requirements better than you do”.
Our vibrant and international team consists of people master in Finance, Economics, Computer Science, Linguistics and various other disciplines. We worked with hundreds of international domain experts coming from various disciplines and formed a strong technical cooperation network (we welcome international domain experts to work with us on project development full-time, part-time, remotely or in any other forms you prefer). Additionally, our founder and investers are all hands-on experts.
If you are smart enough and unsatisfied with your current situation, willing to face future challenges without hesitation; if you enjoy to manage and execute projects, hope to become a participant in M&A investment business and artificial intelligence innovation. Regardless your major and experience are relevant to artificial intelligence and M&A, we always expect to come along with you and build a new era of intelligent M&A.

联系方式

  • 公司地址:上班地址:世纪大道1198号世纪汇广场