首页上海招聘·机器学习招聘上海机器学习招聘毕马威上海 KDi- 数据科学家招聘

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上海 KDi- 数据科学家

上海3-5年本科

团队管理经验深度学习大模型算法自然语言处理算法数据挖掘大数据处理工具(Spark/Hadoop/Hive) Python

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毕马威 ·经理

职位描述

Responsibility
o Collaborate with PO (Project owner) to deliver the modelling solution & Result t to fulfill the business scenarios
o Responsible for the end-to-end model development
o Research on advanced modelling &Al technologies and apply/test them in the modelling projects
o Closely work with machine learning engineer (vendor), also validate the work to complete model deployment and MAss (model as service) process
Project management
o Responsible for building end-to-end LLM model solution, include but not limited to computational resource selection, pre-trained model selection, model fine-tuning, Agent build (Eg.Langchain), model deployment as service (model API and Agent API)
o Work with Po to support business scenarios(LLM models+ Agent design)
o Work with Tech to support on LLM arch structure (Model as service)
o Other potential tasks
MultiModel research, test and apply on business scenarios
Ali tongyitingwu (audio detect emotion) research, test and apply on business scenarios
Requirements
o Bachelor's degree or above, major in data science, computer science, statistics or data science related majors; Master preferred
o 6-10 years of experience as a data scientist/analyst
o Sufficient coding skills, Python and sQL is a must; better can write other programming languages such as Java
o Strong knowledge and hands-on experience on end-to end model development of machine learning model (e.g.propensity), deep learning model(e.g. real-time product recommendation)
o Strong knowledge and hands-on experience on LLM models, such as LLM model fine tuning, vectorization, Lang chain development
o Strong knowledge and hands-on experience on model deployment and release (model as service)
o Able to complete end-to-end model development: including business question identify, model solution research and design, model development and deployment, model release as a service, present to the end users, model review and update
o English required (speaking and writing)

公司介绍

毕马威在中国十八个城市设有办事机构，合伙人及员工约12,000名，分布在北京、北京中关村、长沙、成都、重庆、佛山、福州、广州、杭州、南京、青岛、上海、沈阳、深圳、天津、武汉、厦门、香港特别行政区和澳门特别行政区。毕马威以统一的经营方式来管理中国的业务，以确保我们能够高效和迅速地调动各方面的资源，为客户提供高质量的服务。

毕马威是一个由专业服务成员所组成的全球网络。成员所遍布全球154个国家和地区，拥有专业人员200,000名，提供审计、税务和咨询等专业服务。毕马威独立成员所网络中的成员与瑞士实体 — 毕马威国际合作组织（“毕马威国际”）相关联。毕马威各成员所在法律上均属独立及分设的法人。

1992年，毕马威在中国内地成为首家获准合资开业的国际会计师事务所。2012年8月1日，毕马威成为四大会计师事务所之中，首家从中外合作制转为特殊普通合伙的事务所。毕马威香港的成立更早在1945年。率先打入中国市场的先机以及对质量的不懈追求，使我们积累了丰富的行业经验，中国多家知名企业长期聘请毕马威提供专业服务，也反映了毕马威的领导地位。

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