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Job Req Id:  261863
Business Area:  Consulting
Date Posted:  21-Nov-2020
City:  Shanghai

Title:  Consultant / Senior Consultant - NLP - Data Science CoE - Shanghai, Beijing, Guangzhou, Shenzhen

Pursue a Career with Impact

At Deloitte China, we are on a mission to nurture and empower our people to become deep subject matter experts.
We offer the perfect platform to unleash your full potential and equip you to thrive on challenges, and partner with our clients to solve their most complex problems.
A world of opportunities awaits. Start your adventure and journey with us.

About the Business


Work you'll do


  • 在计算机科学、信息系统管理、统计学、商业分析及相关领域得硕士及以上学历,熟悉多种统计方法与数据挖掘的领先算法,在相关领域发表过顶级会议论文或高质量论文者优先
  • 具备在特定业务场景下使用高级数据分析技术为复杂问题提供解决方案的丰富经验,对于金融服务、零售业、消费品、汽车、交通运输、传媒通讯等一个或多个行业有着深刻理解
  • 在NLP领域有丰富实践经验,了解文本分类,话题抽取,实体识别,关系抽取,自然语言生成等方向的基本算法,有聊天机器人经验更佳
  • 熟悉Keras、Tensorflow,PyTorch等机器学习框架之一,能够独立搭建常见的算法模型
  • 了解通用的机器学习和NLP算法库,如sklearn,spacy,NLTK等
  • 擅长于横向组织体系下的沟通协调,能够与团队协作推动项目进程
  • 具备较强沟通能力、团队精神和人际交往能力,能在国际化和高强度工作环境中保持独立开放的思考能力
A fit for the role? Let's talk about you.

•    为客户提供优质服务,运用数据科学帮助客户提升商业运作效能,并能够在此过程中与团队建立良好、高效的协作关系
•    针对常见NLP应用场景,开发意图识别,情感识别,实体识别,话题抽取,阅读理解,自然语言生成等方面的算法,并部署上线,以满足业务方需求
•    基于定性、定量分析,对诸如精准营销、客户洞察、运营优化、欺诈识别等具体业务场景构建分析模型,并攥写模型报告、模型部署与应用策略等交付文稿
•    结合业务需求适配数据集及数据可视化方式,依托于机器学习参与各类业务领域模型资产的建设与算法研究,拓展现有机器学习模型库及技术架构
•    有良好的商业敏感度,能够横向协同整合资源,结合业务和技术创新,形成完整的解决方案能力
•    快速的行业知识学习能力与知识迁移能力,并有能力向业务受众解释与沟通技术问题
•    能够独立开展工作与指导项目团队开展工作,并具有专业服务精神

Why Deloitte China?

Join Deloitte China

Deloitte China delivers a comprehensive range of audit & assurance, consulting, financial advisory, risk advisory and tax services to local, multinational and growth enterprise clients in China.

  • We are the world's largest professional services firm and change the world, leading with purpose and shared values
  • We are the undisputed market leader, creating value through multi-disciplinary services and innovative digital solutions, and developing world-class leaders and professionals
  • We have been named a "Top Employer China"  in the Chinese Mainland, Hong Kong & Macau since 2006, providing a “High Value, High Touch, High Tech” talent experience

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