滴滴效能平台部(1)大数据研发实习生
实习兼职地点:北京状态:招聘♡ 收藏
工作描述
岗位职责(具体工作内容) 1、参与ERP数仓的开发、维护,支持风控&财务等数据体系建设; 2、负责数据仓库ETL流程的开发优化及解决相关技术问题; 3、完成日常需求对接沟通及相关需求任务落地; 4、参与AI相关数据基础建设,为风控模型、财务预测等算法场景提供特征工程、样本构建及数据服务支持; 5、探索并应用大模型(LLM)及AI工具提升数据开发效率,如SQL生成…
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包括英文材料
企业资源规划+
https://news.sap.cn/2024/06/erp%E7%B3%BB%E7%BB%9F%E4%BB%8B%E7%BB%8D/
ERP(企业资源规划)系统是一种集成管理软件,旨在帮助企业有效管理资源、优化业务流程和提高生产效率。
[英文] What is ERP?
https://www.oracle.com/erp/what-is-erp/
Enterprise resource planning (ERP) refers to a type of software that organizations use to manage day-to-day business activities such as accounting, procurement, project management, risk management and compliance, and supply chain operations.
[英文] What is ERP?
https://www.sap.com/products/erp/what-is-erp.html
Enterprise resource planning (ERP) is a software system that helps organizations streamline their core business processes—including finance, HR, manufacturing, supply chain, sales, and procurement—with a unified view of activity and provides a single source of truth.
数据仓库+
https://www.youtube.com/watch?v=9GVqKuTVANE
From Zero to Data Warehouse Hero: A Full SQL Project Walkthrough and Real Industry Experience!
https://www.youtube.com/watch?v=k4tK2ttdSDg
ETL+
https://www.ibm.com/think/topics/etl
ETL—meaning extract, transform, load—is a data integration process that combines, cleans and organizes data from multiple sources into a single, consistent data set for storage in a data warehouse, data lake or other target system.
https://www.youtube.com/watch?v=OW5OgsLpDCQ
It explains what ETL is and what it can do for you to improve your data analysis and productivity.
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/
特征工程+
https://www.ibm.com/think/topics/feature-engineering
Feature engineering preprocesses raw data into a machine-readable format. It optimizes ML model performance by transforming and selecting relevant features.
https://www.kaggle.com/learn/feature-engineering
Better features make better models. Discover how to get the most out of your data.
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
SQL+
https://liaoxuefeng.com/books/sql/introduction/index.html
什么是SQL?简单地说,SQL就是访问和处理关系数据库的计算机标准语言。
https://sqlbolt.com/
Learn SQL with simple, interactive exercises.
https://www.youtube.com/watch?v=p3qvj9hO_Bo
In this video we will cover everything you need to know about SQL in only 60 minutes.
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