Data Engineering

Data engineering is the process of designing, transforming, and architecting data. Businesses rely on data engineers to create organized, meaningful data to make decisions. Start your journey toward a rewarding data engineering career with these resources.

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[Featured Image] Two coworkers who are both working for a data architect salary, discuss information on a wipe board.

Data Architect Salary: Your 2026 Guide

A data architect builds systems to create, organize, and store data while keeping it secure. Discover how much you can earn based on a variety of factors, including education, experience, location, industry, and job title.

January 9, 2025

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[Featured Image] A woman working for a database administrator salary sits in front of a bright computer screen and works on data.

Database Administrator Salary: Your 2026 Guide

Database administrators organize and maintain data for companies and organizations using software and other tools. Learn how much you can earn as a database administrator based on factors like education, experience, location, and industry.

January 9, 2025

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[Featured Image] A database analyst is evaluating and testing clients database.

What Does a Database Analyst Do? Your 2026 Guide

Explore what database analysts do, including everyday responsibilities. Learn more about the qualifications you’ll need and its typical career path to determine if this role is for you.

October 14, 2024

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[Featured Image] Two coworkers who are both working for a data architect salary, discuss information on a wipe board.

Data Architect Salary: Your 2026 Guide

A data architect builds systems to create, organize, and store data while keeping it secure. Discover how much you can earn based on a variety of factors, including education, experience, location, industry, and job title.

January 9, 2025

文章

[Featured Image] A woman working for a database administrator salary sits in front of a bright computer screen and works on data.

Database Administrator Salary: Your 2026 Guide

Database administrators organize and maintain data for companies and organizations using software and other tools. Learn how much you can earn as a database administrator based on factors like education, experience, location, and industry.

January 9, 2025

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Get started with these courses

IBM

您将获得的技能: Data Store, Data Architecture, Apache Hadoop, Extract, Transform, Load, Relational Databases, Big Data, Data Storage, Databases, Apache Spark, Data Lakes, Data Warehousing, Data Governance, Data Pipelines, Data Integration, Database Design, Data Processing, SQL, NoSQL, Data Security, Data Science

4.7
评分, 4.7 星，最高 5 星
3649 条评论

初级 · 课程 · 1-4 周

状态：顶级 AI 计划

多位教师

您将获得的技能: Data Store, Apache Airflow, Data Modeling, Data Pipelines, Data Storage, Data Storage Technologies, Data Architecture, Requirements Analysis, Data Processing, Data Warehousing, Query Languages, Data Preprocessing, Apache Hadoop, Requirements Elicitation, Vector Databases, Extract, Transform, Load, Data Lakes, Data Integration, Infrastructure as Code (IaC), Data Management

4.7
评分, 4.7 星，最高 5 星
596 条评论

中级 · 专业证书 · 3-6 个月

Pragmatic AI Labs

您将获得的技能: Claude Code, Rust (Programming Language), Infrastructure as Code (IaC), CI/CD, PostgreSQL, Redis, Google Cloud Platform, Ubuntu, Agile Project Management, Prometheus (Software), Data Engineering, Linux Commands, SQL, Extract, Transform, Load, Containerization, Amazon S3, Computational Logic, Software Development, AI literacy, Cloud Computing

初级 · 专项课程 · 3-6 个月

[Featured Image] Two colleagues sit at a desk with a laptop and data they collected through various data collection methods.

What Are Common Data Collection Methods?

Explore common methods and the importance of data collection. Below, you can also discover how to distinguish between the different types of data and who ultimately performs data collection.

October 7, 2024

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[Featured Image] Two data warehouse architects discuss planned updates for the company’s data warehousing framework.

What Does a Data Warehouse Architect Do?

Data warehouse architects design and maintain a business’s data warehouse. Learn more about what a data warehouse architect does, the skills and background necessary, and the average data warehouse architect salary.

October 4, 2024

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[Featured Image] A data management specialist points to graphs and charts on their colleague's computer screen.

What Does a Data Management Specialist Do?

Data management specialists manage, analyze, and report on data within a business or organization. Learn more about this role, the education and data management skills you need for success, and how much you can expect to earn.

October 1, 2024

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[Featured Image] A data warehouse engineer explains system requirements and organizational needs for a project revamping the company’s data management infrastructure.

What Does a Data Warehouse Engineer Do?

Data warehouse engineers are vital members of a business’s data management team. Learn more about how to become a data warehouse engineer, how they are similar to back-end developers and lifecycle engineers, and what skills are required.

September 25, 2024

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[Featured Image] A data engineer and a data scientist collaborate at a desk with a laptop, paperwork, and calculator. 

Data Engineer vs. Data Scientist: What’s the Difference?

Data-centric careers, such as data scientists and data engineers, are in high demand. Find out if one of these careers is right for you by exploring how they differ, their typical responsibilities, and career outlooks.

September 24, 2024

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[Featured Image] Two computer programmers discuss the abstraction layers they must implement within the program they are creating.

What Are Abstraction Layers?

Explore the importance of abstraction layers within computer programming and learn why this skill might be helpful for you as you pursue a career in software programming.

September 23, 2024

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[Featured Image] Two coworkers are at a desk together, looking at the tableau programming language on a computer.

Is Tableau a Programming Language?

While Tableau shares some similarities with programming languages, it’s not a programming language like Python and R. Learn what makes Tableau different.

August 5, 2024

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[Featured Image] An employer sits down with a potential job candidate and asks their data structures interview questions.

Data Structures Interview Questions

Whether you have a technical interview coming up or are just curious about what data structure interview questions look like, prepare to ace your interview after learning more about common data structure interview questions and how to answer them.

July 17, 2024

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[Featured Image] A data curator sits at a desk with multiple screens and views and organizes data for their organization.

What Does a Data Curator Do?

Data curators are key members of a data management team. Learn more about careers as a data curator, the importance of data curation, the type of education required, and the average annual data curator salary.

July 15, 2024

文章

[Featured Image] A database analyst is evaluating and testing clients database.

What Does a Database Analyst Do? Your 2026 Guide

Explore what database analysts do, including everyday responsibilities. Learn more about the qualifications you’ll need and its typical career path to determine if this role is for you.

October 14, 2024

文章

[Featured Image] Two colleagues sit at a desk with a laptop and data they collected through various data collection methods.

What Are Common Data Collection Methods?

Explore common methods and the importance of data collection. Below, you can also discover how to distinguish between the different types of data and who ultimately performs data collection.

October 7, 2024

文章

[Featured Image] Two data warehouse architects discuss planned updates for the company’s data warehousing framework.

What Does a Data Warehouse Architect Do?

Data warehouse architects design and maintain a business’s data warehouse. Learn more about what a data warehouse architect does, the skills and background necessary, and the average data warehouse architect salary.

October 4, 2024

文章

[Featured Image] A data management specialist points to graphs and charts on their colleague's computer screen.

What Does a Data Management Specialist Do?

Data management specialists manage, analyze, and report on data within a business or organization. Learn more about this role, the education and data management skills you need for success, and how much you can expect to earn.

October 1, 2024

文章

[Featured Image] A data warehouse engineer explains system requirements and organizational needs for a project revamping the company’s data management infrastructure.

What Does a Data Warehouse Engineer Do?

Data warehouse engineers are vital members of a business’s data management team. Learn more about how to become a data warehouse engineer, how they are similar to back-end developers and lifecycle engineers, and what skills are required.

September 25, 2024

文章

[Featured Image] A data engineer and a data scientist collaborate at a desk with a laptop, paperwork, and calculator. 

Data Engineer vs. Data Scientist: What’s the Difference?

Data-centric careers, such as data scientists and data engineers, are in high demand. Find out if one of these careers is right for you by exploring how they differ, their typical responsibilities, and career outlooks.

September 24, 2024

文章

[Featured Image] Two computer programmers discuss the abstraction layers they must implement within the program they are creating.

What Are Abstraction Layers?

Explore the importance of abstraction layers within computer programming and learn why this skill might be helpful for you as you pursue a career in software programming.

September 23, 2024

文章

[Featured Image] Two coworkers are at a desk together, looking at the tableau programming language on a computer.

Is Tableau a Programming Language?

While Tableau shares some similarities with programming languages, it’s not a programming language like Python and R. Learn what makes Tableau different.

August 5, 2024

文章

[Featured Image] An employer sits down with a potential job candidate and asks their data structures interview questions.

Data Structures Interview Questions

Whether you have a technical interview coming up or are just curious about what data structure interview questions look like, prepare to ace your interview after learning more about common data structure interview questions and how to answer them.

July 17, 2024

文章

[Featured Image] A data curator sits at a desk with multiple screens and views and organizes data for their organization.

What Does a Data Curator Do?

Data curators are key members of a data management team. Learn more about careers as a data curator, the importance of data curation, the type of education required, and the average annual data curator salary.

July 15, 2024

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In today's data-driven world, professionals skilled in data disciplines are in high demand across many industries. A career in this fast-growing field provides opportunities to use technical skills to drive meaningful business impact. Explore the diverse career paths, essential skills, and job types within data engineering to start your journey in this exciting and rewarding domain.

Ready to start learning? Explore our catalog of data engineering, big data, and database administration courses for beginners and experienced professionals.

Frequently Asked Questions (FAQ)