Data Engineer Career Path & Resources

Data is the fuel of the modern economy and Data Engineers provide the necessary knowledge to extract as much knowledge out of it as possible – a key role!

Browse Data Engineering experts

Why should you become a
Data Engineer?

Data Engineer

If 'data is the new oil' then data engineers are the equivalent of refineries which turn crude raw oil into usable forms like petrol and other forms of fuel. A key role in the modern economy in a wide variety of businesses, from startups to big tech. This shows in the meteoric growth of data engineering roles and the salaries that are shooting up to new heights.

The best part – other than data scientists, data engineering career paths are more accessible. Strong communication and being a team player is as important – if not more – compared to the ability to crunch some data.

Best books to build Data Engineering understanding.

A well-written and thorough book can be an amazing path to build deeper understanding and also act as a handbook as you discover the internet's vast resources.

These are our and our experts top picks to get started building career-relevant skills.

Data Engineering Cookbook

Data Engineering Cookbook

Five types of content are in this book: Articles the author wrote, links to his podcast episodes (video & audio), more than 200 links to helpful websites he like, data engineering interview questions and case studies.

The Data Warehouse Toolkit

The Data Warehouse Toolkit

One of the most dramatic new developments in database design, the dimensional data warehouse is a powerful database model that.significantly enhances managers' ability to quickly analyze large, multidimensional data sets. Written by the leading proponent of this revolutionary new approach, this valuable book/CD toolkit outfits you with all the nuts-and-bolts information you need to design, build, manage, and use dimensional data warehouses for virtually any type of business application, as well as software for querying dimensional data warehouses.

Big Data

Big Data

Big Data teaches you to build big data systems using an architecture that takes advantage of clustered hardware along with new tools designed specifically to capture and analyze web-scale data. It describes a scalable, easy-to-understand approach to big data systems that can be built and run by a small team. Following a realistic example, this book guides readers through the theory of big data systems, how to implement them in practice, and how to deploy and operate them once they're built.

Data Pipelines Pocket Reference

Data Pipelines Pocket Reference

Data pipelines are the foundation for success in data analytics. Moving data from numerous diverse sources and transforming it to provide context is the difference between having data and actually gaining value from it. This pocket reference defines data pipelines and explains how they work in today's modern data stack.

Find more resources

Courses to deepen your Data Engineering skills.

These days, courses are no longer a sequence of videos. They are usually accompanied by projects and a learning community, keeping you accountable and on the path.

Our experts recommend these courses, from free selections to paid programs.

Data Engineering Foundations

Data Engineering Foundations

Build the Foundation for a Data Engineering Career. Develop hands-on experience with Python, SQL, and Relational Databases and master the fundamentals of the Data Engineering ecosystem.

Data Engineering

Data Engineering

Learn to design data models, build data warehouses and data lakes, automate data pipelines, and work with massive datasets. At the end of the program, you’ll combine your new skills by completing a capstone project.

Introduction to Data Engineering

Introduction to Data Engineering

Learn about the world of data engineering with an overview of all its relevant topics and tools!

Data Engineering Career Path

Data Engineering Career Path

Data engineering has seen explosive growth recently as more industries depend on data to drive key business decisions. Take advantage of the surge in demand by becoming a data engineer with Dataquest.

Find more resources

Get the guidance you need with a
Data Engineering mentor

There is no better source of accountability and motivation than having a personal mentor. What used to be impossible to find is now just two clicks away! All mentors are vetted & hands-on!

Only 3 Spots Left
$180 / month
Software Engineer at OpenMined
4.9 stars
4.9 (11 reviews)
  Chat
Regular Calls
Tasks
Let's get one thing out of the way, we are gonna have fun! How can I help? - You're about to transition into Tech? Switching career paths can be daunting, I can help, :) - You're a beginner software engineer/data scientist and need help navigating the space, maybe you need …
Only 3 Spots Left
$160 / month
Data Engineering Lead at Retail
4.9 stars
4.9 (20 reviews)
  Chat
Regular Calls
Tasks
Experienced Data Engineering professional with very strong Data Analytics,SQL,Data reporting skills.Experience with Big data technologies Hadoop,Hive and Spark. Can mentor with career, interviews ,growth ,opportunities and any kind of general advise. If you are venturing/starting or planning to move into data engineering role (or moving from a ETL role ), …
Only 1 Spot Left
$150 / month
Data Scientist at Google
5.0 stars
5.0 (11 reviews)
  Chat
3 x Calls
Tasks
I am a Data Scientist with 7+ years of rich industry experience currently working in Google on the Google Maps team. Me and my team works on building counter abusive models to keep the Geo surface free from abuse. I completed my Masters from UIUC in CS with a specialisation …
Only 2 Spots Left
$240 / month
 Quick Responder
Senior Analytics Engineer at Dandy
Senior Data Analytics Engineer & Data Science Mentor with 10 years of experience
4.7 stars
4.7 (3 reviews)
  Chat
Tasks
I started my career as a Quantitative Researcher with proprietary trading firms and transitioned to working remotely in healthcare startups. I've always loved mentoring others in the field and I really believe in and invest in my mentees--I want to see you succeed in your career goals! I bring a …

Browse all Data Engineering mentors

The Data Engineering must-reads you shouldn't miss.

Key articles and posts of industry experts can help you get a better picture of what you are getting into.

In our opinion, these are some must-reads you really shouldn't miss.

The Path to Becoming a Data Engineer

The definitive guide to help you become a data engineer.

Read more

A Strategic Approach to Data Quality

“To tackle today’s Data Quality challenges, you need a more strategic approach,” said Nigel Turner, Principal Consultant, Global Data Strategy.

Read more

What Are The Benefits Of Cloud Data Warehousing And Why You Should Migrate

Since then the concept has evolved and taken on a life of its own. Increasing challenges and complexities of business have forced data warehousing to become a distinct discipline. Over the years this has led to best business practices, improved technologies, and hundreds of books being published on the topic.

Read more

Harness the power of data literacy through democratizing data

Author Jordan Morrow weighs in on enterprise strategies to improve democratizing data through expanded use of BI and augmented analytics.

Read more

The Future of the Data Engineer

Is the data engineer still the “worst seat at the table?” Thoughts on the past, present, and future of tooling, processes, and culture in our industry.

Read more

Essential Responsibilities and Skills of a Data Engineer

Quite often, it is observed that people, as well as organizations, are ignoring essential skills for a Data Engineer. In this detailed article, I will cover all the essential skills to become a Data Engineer.

Read more

10 Data Literacy Skills to Become a Data Citizen

Data literacy skills are increasingly top-of-mind for corporate learning and development initiatives. A recent webinar guest, Daryl D’Cruz, shared, “data literacy skills are the building blocks of digital transformation.”

Read more

Opportunities and projects in the Data Engineering space.

In the end, advancing your career is all about getting the right opportunities at the right time and a good portion of luck.

These are some interesting things going on in the Data Engineering space and you probably don't want to miss them.

Python Project for Data Engineering

This mini-course is intended to apply foundational Python skills by implementing different techniques to collect and work with data. Assume the role of a Data Engineer and extract data from multiple file formats, transform it into specific datatypes, and then load it into a single source for analysis.

Read more

Data Engineering Project for Beginners - Batch edition

A real data engineering project usually involves multiple components. Setting up a data engineering project, while conforming to best practices can be extremely time-consuming.

Read more

SQL Project for Data Analysis using Oracle Database-Part 3

In this SQL Project for Data Analysis, you will learn to efficiently write sub-queries and analyse data using various SQL functions and operators.

Read more

Udacity Data Engineering Projects

Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development.

Read more

DEDS - Data Engineering for Data Science

The European Joint Doctorate in "Data Engineering for Data Science" (DEDS) is designed to develop education, research, and innovation at the intersection of Data Science and Data Engineering

Read more

Apache Spark

Spark is a fast and general cluster computing system for Big Data. It provides high-level APIs in Scala, Java, Python, and R, and an optimized engine that supports general computation graphs for data analysis. It also supports a rich set of higher-level tools including Spark SQL for SQL and DataFrames, MLlib for machine learning, GraphX for graph processing, and Spark Streaming for stream processing.

Read more

DataSF

Search hundreds of datasets from the City and County of San Francisco. Or browse on the data catalog

Read more

Netflix Data Engineering

This repo is created to content the presentation, code and data for the Data Engineering WiBD Workshops at NFLX.

Read more

Get the help you need & advance your career

Where will you stand in the digital revolution and uprising of the data engineering role? We say it's time to prepare – pick up some data engineering skills with our vetted mentors!