百度算法研发工程师（J84053）
社招全职MEG地点：北京状态：招聘
任职要求
-优秀的分析问题和解决问题的能力，对解决具有挑战性问题充满激情 -熟悉 Linux 平台、Python 编程 ，对数据结构和算法设计有较为深刻的理解 -对hadoop，spark等大数据处理工具有较为深刻的理解 -具有良好的沟通能力，和良好的团队合作精神 -有很强的分析问题和解决问题的能力 -具备机器学习/自然语言处理/数据挖掘/推荐相关经验，有大模型预训练/微调相关经验优先 -计算机及计算机相关专业，本科或以上学历
工作职责
-角色和剧本模型训练：优化角色和剧本类大模型的行为策略、长期记忆管理和多模态交互能力，突破角色行为一致性、情感表达合理性等技术瓶颈 -前沿探索：研究人格化模型在情感计算、社会常识推理等方向的突破，定义 AI 角色从「功能执行」到「人格化陪伴」的技术范式 -极致性能优化：大规模模型的分布式训练优化，提升角色类模型的推理效率与资源利用率，指令微调、偏好对齐、数据增强等技术的场景化创新 -规模增长：通过传统搜索、信息流等途径结合用户分析进行产品用户规模增长
包括英文材料
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
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.
数据结构+
https://www.youtube.com/watch?v=8hly31xKli0
In this course you will learn about algorithms and data structures, two of the fundamental topics in computer science.
https://www.youtube.com/watch?v=B31LgI4Y4DQ
Learn about data structures in this comprehensive course. We will be implementing these data structures in C or C++.
https://www.youtube.com/watch?v=CBYHwZcbD-s
Data Structures and Algorithms full course tutorial java
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
面向对象+
https://liaoxuefeng.com/books/java/oop/index.html
面向对象编程，英文是Object-Oriented Programming，简称OOP。
https://liaoxuefeng.com/books/python/oop/index.html
面向对象编程——Object Oriented Programming，简称OOP，是一种程序设计思想。
https://www.youtube.com/watch?v=SiBw7os-_zI
Learn the basics of object-oriented programming all in one video.
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.
机器学习+
https://www.youtube.com/watch?v=0oyDqO8PjIg
Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai.
https://www.youtube.com/watch?v=i_LwzRVP7bg
Learn Machine Learning in a way that is accessible to absolute beginners.
https://www.youtube.com/watch?v=NWONeJKn6kc
Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
https://www.youtube.com/watch?v=PcbuKRNtCUc
Learn about all the most important concepts and terms related to machine learning and AI.
大模型+
https://www.youtube.com/watch?v=xZDB1naRUlk
You will build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower LLMs with the capability to browse the internet for research papers.
https://www.youtube.com/watch?v=zjkBMFhNj_g
学历+
NLP+
https://www.youtube.com/watch?v=fNxaJsNG3-s&list=PLQY2H8rRoyvzDbLUZkbudP-MFQZwNmU4S
Welcome to Zero to Hero for Natural Language Processing using TensorFlow!
https://www.youtube.com/watch?v=R-AG4-qZs1A&list=PLeo1K3hjS3uuvuAXhYjV2lMEShq2UYSwX
Natural Language Processing tutorial for beginners series in Python.
https://www.youtube.com/watch?v=rmVRLeJRkl4&list=PLoROMvodv4rMFqRtEuo6SGjY4XbRIVRd4
The foundations of the effective modern methods for deep learning applied to NLP.
数据挖掘+
https://www.youtube.com/watch?v=-bSkREem8dM
Database vs Data Warehouse vs Data Lake
https://www.youtube.com/watch?v=7rs0i-9nOjo
相关职位
社招MEG
-负责机器学习算法研发，为百度APP产品提供增长算法策略支持，为增长各个环节提供个性化推荐和个性化出价策略 -负责用户定向模型、算法研发，包括构建用户活跃度模型、用户价值模型、用户兴趣模型等 -负责物料挖掘算法研发，包括构建物料召回算法、排序算法、点击率预估模型等 -负责激励&活动算法研发，包括人群、发放、提现算法等
更新于 2025-04-10
社招MEG
-负责机器学习算法研发，为百度APP产品提供增长算法策略支持，为增长各个环节提供个性化推荐和个性化出价策略 -负责用户定向模型、算法研发，包括构建用户活跃度模型、用户价值模型、用户兴趣模型等 -负责物料挖掘算法研发，包括构建物料召回算法、排序算法、点击率预估模型等 -负责激励&活动算法研发，包括人群、发放、提现算法等
更新于 2025-04-10
社招A32886
1. SLAM - 负责扫地机器人激光/视觉SLAM算法、地图构建/更新的研发 - 负责基于激光雷达，imu， odom，gps，相机等多传感器融合定位研发 - 负责扫地机器人在定位和建图上的业务研发工作 2. 导航算法 - 负责扫地机导航算法的设计与实现，包括路径规划、轨迹跟踪、避障策略等核心模块 - 开发全局路径规划算法和局部路径规划算法 - 优化导航算法在复杂场景, 如狭窄区域、动态障碍物下的鲁棒性和效率 3. 运动控制与决策 - 设计扫地机的运动控制算法，包括弓字形清扫、沿边清扫、回充路径规划等功能 - 实现动态环境下的实时避障与路径调整，提升清扫效率与覆盖率 4. 多传感器融合 - 基于激光雷达、IMU、超声波、深度相机等传感器，开发环境感知与障碍物检测算法 - 实现多传感器数据融合，提升导航系统的精度与鲁棒性 5. 算法性能优化 - 针对嵌入式平台（如ARM、DSP）优化导航算法的计算效率，降低资源占用 - 提升导航算法在低算力设备上的实时性和稳定性
更新于 2025-05-15
校招车辆控制
1.参与车控域（比如智能诊断、控制等）前瞻性项目模型开发； 2.参与智能化算法的落地，支持数据分析、处理、实验、以及算法的云端、车端部署； 3.负责数据驱动智能化应用的设计、可行性验证、建模和开发； 4.参与整车控制领域人工智能前沿技术的感知和研究。