IT Big Data Data Scientist (职位编号:J22238)
捷信消费金融有限公司
- 公司规模:10000人以上
- 公司性质:外资(欧美)
- 公司行业:金融/投资/证券
职位信息
- 发布日期:2019-08-25
- 工作地点:天津-和平区
- 招聘人数:若干人
- 工作经验:无工作经验
- 学历要求:本科
- 职位月薪:2-4万/月
- 职位类别:其他
职位描述
Duties and Responsibilities:
1. Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions;
2. Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies;
3. Assess the effectiveness and accuracy of new data sources and data gathering techniques;
4. Develop custom data models and algorithms to apply to data sets;
5. Use predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes;
6. Develop company A/B testing framework and test model quality;
7. Coordinate with different functional teams to implement models and monitor outcomes;
8. Develop processes and tools to monitor and analyze model performance and data accuracy.
Requirements:
1. Strong problem solving skills with an emphasis on product development;
2. Experience using statistical computer languages (R, Python, SLQ, etc.) to manipulate data and draw insights from large data sets;
3. Experience working with and creating data architectures;
4. Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks;
5. Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications;
6. Excellent written and verbal communication skills for coordinating across teams;
7. A drive to learn and master new technologies and techniques;
8. We’re looking for someone with 5-7 years of experience manipulating data sets and building statistical models, has a Master’s or PHD in Statistics, Mathematics, Computer Science or another quantitative field, and is familiar with the following software/tools:
1) Coding knowledge and experience with several languages: C, C++, Java;
2) JavaScript, etc;
3) Knowledge and experience in statistical and data mining techniques: GLM/Regression, Random Forest, Boosting, Trees, text mining, social network analysis, etc;
4) Experience querying databases and using statistical computer languages: R, Python, SLQ, etc;
5) Experience using web services: Redshift, S3, Spark, DigitalOcean, etc;
6) Experience creating and using advanced machine learning algorithms and statistics: regression, simulation, scenario analysis, modeling, clustering, decision trees, neural networks, etc;
7) Experience analyzing data from 3rd party providers: Google Analytics, Site Catalyst, Coremetrics, Adwords, Crimson Hexagon, Facebook Insights, etc;
8) Experience with distributed data/computing tools: Map/Reduce, Hadoop, Hive, Spark, Gurobi, MySQL, etc;
9) Experience visualizing/presenting data for stakeholders using: Periscope, Business Objects, D3, ggplot, etc.
Staff Welfare:
1. After on boarding, providing supplementary commercial insurance besides the state-stipulated insurance and housing fund;
2. Fast and transparent promotion channel and broad development opportunities;
3. 5-15 days paid annual leave and 5 days paid sick leave. Free annual physical check-up;
4. Attractive employee activities.
职能类别:其他
公司介绍
基于卓越的数据捕捉和分析能力,并采用大数据和生物识别技术,捷信将先进的风险管理能力渗透到业务流程的每一个环节。目前,捷信已将人脸识别和OCR光学字符识别技术应用在贷款审批环节,在确保客户信息准确性和可靠性的同时,对风控流程进行了大幅高效简化。
不仅如此,在客户服务领域,捷信在逐步增加自动化客服工具的应用,并将基于人工智能的语音机器人、文本聊天机器人和质检机器人应用在客服环节,提升服务效率。相比传统的人工智能,捷信配备的机器人在语义理解和机器学习方面更加智能、高效,可以随时随地为客户提供服务,并快速适应新的业务情境。其中,文本聊天机器人已接入到捷信官方微信平台,平均每天可处理约50,000-70,000个客户问题,客户只需等候最多1秒就会接通,而语音机器人的每日呼出量也达到了约5,000,000次。智能机器人与专业客服人员一起,可为客户提供7天无休的专业服务,这些技术创新保证了服务流程更加顺畅,显著提升了服务效率。同时,捷信在不断加快数字化的步伐。至今已有超过4000万用户注册了捷信金融APP,从而进入到捷信的服务生态体系中。
主要奖项Company Awards
2020年奖项
2020年58同城•招聘中国卓越雇主五十强
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《南方日报》“南方公益传播奖·创新奖”
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2019年奖项
2019智联招聘中国最具发展潜力雇主
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2019中国雇主品牌年会中国***雇主奖
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2019拉勾网全国金融行业TOP雇主
2019领航中国杰出消费金融创新服务奖
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2019经济观察报消费金融之星
2019新金融行业十大品牌公益项目
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2019投资时报***普惠金融奖
2019中国网金融扶贫先锋机构
联系方式
- Email:Mandy.Chen@homecreditcfc.cn
- 公司地址:地址:span北京市朝阳区亮马桥路50号燕莎中心写字楼C215