腾讯混元大模型研发后台高级工程师-北京/深圳
社招全职3年以上TEG技术地点:深圳状态:招聘
任职要求
1.大学本科及以上学历,计算机相关专业,相关工作经验3年以上; 2.熟悉Linux操作系统,熟练掌握C/C++、Go、Python等开发语言; 3.熟悉Hadoop、Spark、Kafka、Redis、ClickHouse等相关大数据处理套件; 4.有大语言模型训练、评估、部署、应用等相关经验者优先; 5.有搜索离线系统建设(特征生产、索引选取、索引分层、索引存储/查询系统)经验者优先; 6.具备良好的沟通表达能力及团队协作精神、有较强的主动性、责任心与执行能力,能独立承担任务和有系统进度把控能力。
工作职责
1.负责大语言模型后台系统的性能优化、流程建设、稳定性和研效提升; 2.负责建设混元大模型的研发体系后端; 3.参与新技术调研及实际业务场落地,不断提升业务指标。
包括英文材料
学历+
Linux+
https://ryanstutorials.net/linuxtutorial/
Ok, so you want to learn how to use the Bash command line interface (terminal) on Unix/Linux.
https://ubuntu.com/tutorials/command-line-for-beginners
The Linux command line is a text interface to your computer.
https://www.youtube.com/watch?v=6WatcfENsOU
In this Linux crash course, you will learn the fundamental skills and tools you need to become a proficient Linux system administrator.
https://www.youtube.com/watch?v=v392lEyM29A
Never fear the command line again, make it fear you.
https://www.youtube.com/watch?v=ZtqBQ68cfJc
C+
https://www.freecodecamp.org/chinese/news/the-c-beginners-handbook/
本手册遵循二八定律。你将在 20% 的时间内学习 80% 的 C 编程语言。
https://www.youtube.com/watch?v=87SH2Cn0s9A
https://www.youtube.com/watch?v=KJgsSFOSQv0
This course will give you a full introduction into all of the core concepts in the C programming language.
https://www.youtube.com/watch?v=PaPN51Mm5qQ
In this complete C programming course, Dr. Charles Severance (aka Dr. Chuck) will help you understand computer architecture and low-level programming with the help of the classic C Programming language book written by Brian Kernighan and Dennis Ritchie.
C+++
https://www.learncpp.com/
LearnCpp.com is a free website devoted to teaching you how to program in modern C++.
https://www.youtube.com/watch?v=ZzaPdXTrSb8
Go+
https://www.youtube.com/watch?v=8uiZC0l4Ajw
学习Golang的完整教程!从开始到结束不到一个小时,包括如何在Go中构建API的完整演示。没有多余的内容,只有你需要知道的知识。
Python+
https://liaoxuefeng.com/books/python/introduction/index.html
中文,免费,零起点,完整示例,基于最新的Python 3版本。
https://www.learnpython.org/
a free interactive Python tutorial for people who want to learn Python, fast.
https://www.youtube.com/watch?v=K5KVEU3aaeQ
Master Python from scratch 🚀 No fluff—just clear, practical coding skills to kickstart your journey!
https://www.youtube.com/watch?v=rfscVS0vtbw
This course will give you a full introduction into all of the core concepts in python.
Hadoop+
https://www.runoob.com/w3cnote/hadoop-tutorial.html
Hadoop 为庞大的计算机集群提供可靠的、可伸缩的应用层计算和存储支持,它允许使用简单的编程模型跨计算机群集分布式处理大型数据集,并且支持在单台计算机到几千台计算机之间进行扩展。
[英文] Hadoop Tutorial
https://www.tutorialspoint.com/hadoop/index.htm
Hadoop is an open-source framework that allows to store and process big data in a distributed environment across clusters of computers using simple programming models.
Spark+
[英文] Learning Spark Book
https://pages.databricks.com/rs/094-YMS-629/images/LearningSpark2.0.pdf
This new edition has been updated to reflect Apache Spark’s evolution through Spark 2.x and Spark 3.0, including its expanded ecosystem of built-in and external data sources, machine learning, and streaming technologies with which Spark is tightly integrated.
Kafka+
https://developer.confluent.io/what-is-apache-kafka/
https://www.youtube.com/watch?v=CU44hKLMg7k
https://www.youtube.com/watch?v=j4bqyAMMb7o&list=PLa7VYi0yPIH0KbnJQcMv5N9iW8HkZHztH
In this Apache Kafka fundamentals course, we introduce you to the basic Apache Kafka elements and APIs, as well as the broader Kafka ecosystem.
Redis+
[英文] Developer Hub
https://redis.io/dev/
Get all the tutorials, learning paths, and more you need to start building—fast.
https://www.runoob.com/redis/redis-tutorial.html
REmote DIctionary Server(Redis) 是一个由 Salvatore Sanfilippo 写的 key-value 存储系统,是跨平台的非关系型数据库。
https://www.youtube.com/watch?v=jgpVdJB2sKQ
In this video I will be covering Redis in depth from how to install it, what commands you can use, all the way to how to use it in a real world project.
ClickHouse+
[英文] Advanced Tutorial
https://clickhouse.com/docs/tutorial
Learn how to ingest and query data in ClickHouse using the New York City taxi example dataset.
https://www.youtube.com/watch?v=FtoWGT7kS-c
ClickHouse is an open-source column-oriented DBMS for online analytical processing that allows users to generate analytical reports using SQL queries in real-time.
https://www.youtube.com/watch?v=Rhe-kUyrFUE&list=PL0Z2YDlm0b3gcY5R_MUo4fT5bPqUQ66ep
相关职位
社招1年以上公共技术
1.配合算法工程师,推动深度学习相关算法的落地,打造高吞吐、低延时的推理系统; 2.优化大模型推理性能,提升吞吐并控制成本; 3.优化大模型推理框架,提升框架易用性和可调试性。
更新于 2025-10-20
社招3年以上TEG技术
1.负责混元大模型相关研发工作,包括文本创作、文本理解、数学、翻译、Agent FunctionCalls等专项; 2.负责混元在公司内相关业务场景落地,根据业务需求优化混元模型,提升业务效果; 3.负责跟踪和探索大语言模型的前沿问题,结合实际场景,提供全面的技术解决方案,参与前沿算法与应用的研究。
更新于 2025-06-19
社招2年以上混元-模型算法技
1.负责混元大模型相关研发工作,包括文本创作、文本理解、数学、翻译、Agent FunctionCalls等专项; 2.负责混元在公司内相关业务场景落地,根据业务需求优化混元模型,提升业务效果; 3.负责跟踪和探索大语言模型的前沿问题,结合实际场景,提供全面的技术解决方案,参与前沿算法与应用的研究。
更新于 2025-09-09