北大计算机系网络大数据实验室招聘实习生 (兼职/实习)
  • 北京市
  • 学历本科
  • 经验不限
  • 招聘人数:多
  • 来源:北大BBS
  • 收藏

职位描述

北京大学计算机系网络大数据实验室和今日头条和永安通信有项目合作,招收本科和硕士实习生。

招收信息如下:

Toutiao AI Lab - Internship in Machine Learning Systems

As an important part of Toutiao, the Toutiao AI Lab is established to help realize our company mission: an information platform that understands you the best, connects people and information, cultivates content creation and exchange. The Toutiao AI Lab is doing world class work in machine learning, computer vision, natural language processing, speech and audio, knowledge and data mining, and transferring our work into Toutiao products which are used by hundreds of millions of users around the globe. As a vital AI infrastructure for the company, our machine learning system integrates our most up-to-date R&D results in AI algorithms and systems. Come and join us, you will get the chance of building large scale machine learning systems, and working with the best AI system and algorithm researchers and engineers.

You will be doing research and development for our machine learning system, including key computing component development, task scheduling, machine learning system management and operation, deployment of AI algorithms, online service based on our machine learning models. You will design and implement the online and offline architecture of the system, optimize the performance of the frontend and backend, iterate and improve the system using real-world data and customer driven scenarios.

Requirements:

Master at least one or two programming languages in Linux: C/C , Go, Python, Javascript

Understand distributed system principles, with development experiences in distributed systems and applications

Familiar with various machine learning algorithms, and machine learning frameworks including Tensorflow, Caffe, MxNet, PyTorch

The following experiences are a plus:

Deep learning systems, big data, parallel computing

GPU based high performance computing, RDMA high performance network

Web programming

Experiences in developing and operating large scale distributed systems in cloud computing and machine learning

有兴趣的同学发邮件至yangtongemail@gmail.com,杨仝老师,主页:http://net.pku.edu.cn/~yangtong/

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公司介绍

北大计算机系网络大数据实验室

公司性质:有限责任公司(外国法人独资)

行业:银行

工作地点:北京市

投递邮箱:yangtongemail@gmail.com