Advance Your Machine Learning Engineer Career

The demand for machine learning and artificial intelligence professionals is high and growing*. Here, you’ll find the resources you need to advance your machine learning career.

[Featured Image] A programmer wearing glasses and an orange blouse studies machine learning concepts while sitting at her computer workstation in an office.

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What Are Machine Learning Concepts?

Machine learning is a type of technology that allows machines and computers to learn by observation. Dive into the fundamentals of machine learning concepts and discover why they are essential for understanding modern data-driven technologies.

February 18, 2025

Article

[Featured Image] A young female AI professional sitting at a white table in an office having an interview with deep learning interview questions and shaking the hand of the person interviewing her.

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8 Common Deep Learning Interview Questions

Practice these common deep learning interview questions to help you prepare for a job interview as you pursue your career in deep learning and artificial intelligence.

February 14, 2025

Article

[Featured Image] A learner completes a lesson outlining computer vision vs. machine learning as part of their studies.

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Computer Vision vs. Machine Learning: What’s the Difference?

Uncover the differences between computer vision versus machine learning. Learn about each topic in detail, explore typical applications, compare advantages and challenges, and discover where to learn more.

February 18, 2025

Article

[Featured image] A young person in a navy blue top smiles as they look at their laptop.

Is a Master’s Degree in Data Science Worth It?

A master’s in data science can boost or launch your career. This guide explores its pros and cons, potential job paths, and alternative ways to enter the field, helping you decide if grad school is the right move for your data science goals.

January 24, 2023

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[Featured image] An AI engineer in a blue shirt reviews AI ethics standards while sitting in front of a desktop computer monitor.

AI Ethics: What It Is, Why It Matters, and More

AI ethics in technological advancements can help foster a world with less bias and more fairness. Here’s what it is and why it matters.

January 12, 2023

Article

[Featured image] A machine learning engineer wears a blue blazer and glasses and proofreads their machine learning resume.

Machine Learning Resume: Tips, Examples, and Writing Guide

A well-crafted machine learning resume can help you stand out from the crowd. Learn what you can do to craft an eye-catching resume that lands you an interview—and maybe even a job.

November 15, 2022

Article

Is a Master’s Degree in Data Science Worth It?

January 24, 2023

Article

AI Ethics: What It Is, Why It Matters, and More

AI ethics in technological advancements can help foster a world with less bias and more fairness. Here’s what it is and why it matters.

January 12, 2023

Article

Take your ML skills to the next level with leading companies and universities

SAS

SAS Machine Learning Engineer

Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Data Preprocessing, Classification And Regression Tree (CART), Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Model Evaluation, Model Training, Supervised Learning, Decision Tree Learning, Probability & Statistics, Data Processing, Machine Learning Software, Statistical Software, Machine Learning Methods, Business Process Modeling, Machine Learning, Correlation Analysis, Applied Machine Learning

Coursera

Train, Tune, & Ship: End-to-End Machine Learning Engineering

Skills you'll gain: Model Training, Fine-tuning, Model Evaluation, Model Optimization, Machine Learning Methods, Predictive Modeling, Tensorflow, Statistical Machine Learning, Machine Learning Software, MLOps (Machine Learning Operations), Computer Vision, Performance Testing, Transfer Learning, Feature Engineering, Scikit Learn (Machine Learning Library), Verification And Validation, Network Architecture, Deep Learning, Benchmarking, PyTorch (Machine Learning Library)

Google Cloud

Preparing for Google Cloud Certification: Machine Learning Engineer

Skills you'll gain: Feature Engineering, MLOps (Machine Learning Operations), Model Optimization, Generative AI, Google Cloud Platform, Model Deployment, Tensorflow, Generative AI Agents, Google Gemini, Model Training, Dataflow, Big Data, Keras (Neural Network Library), Machine Learning, Generative Model Architectures, Data Preprocessing, Machine Learning Software, CI/CD, Model Evaluation, Cloud Computing

[Featured Image] An AI engineer sits at a desk working on a computer and pondering the task at hand.

How Much Do AI Engineers Make? 2026 Salary Guide

Artificial intelligence engineers use their technical expertise to program machines to think like the human brain. Here’s how much they’re earning—by experience, industry, and location.

September 21, 2022

Article

[Featured Image]: Two data scientists, one with long black hair, wearing a green top, and one wearing a blue shirt, are conferring with each other, in a room with a white desk, computer monitors and other machines.

What Is Machine Learning in Health Care?

Learn more about machine learning in health care. Find out how artificial intelligence can improve health care and what exciting careers are available in this field.

September 9, 2022

Article

[Featured Image] A person wearing glasses works on machine learning in finance on a laptop computer.

Machine Learning in Finance: 10 Applications and Use Cases

Learn more about machine learning in finance with this article that covers applications, use cases, and careers.

August 5, 2022

Article

[Featured Image] A person reading data from two separate computer screens earns a big data salary.

Big Data Engineer Salary: Your 2026 Pay Guide

Big data engineering is one of the fastest-growing jobs in technology, with salaries to match the demand. Here’s a guide to what big data engineers can earn.

May 25, 2022

Article

[Featured image] Two coworkers discuss a project at a desktop computer.

Machine Learning Engineer Salary: How Much Can You Make?

A machine learning engineer's salary can be many times more than the median income in the United States. Learn how much you can expect to earn from this in-demand career.

May 13, 2022

Article

[Featured Image] A person practices their data engineer skills on a dual-monitor desktop.

Learning Data Engineer Skills: Career Paths and Courses

Data engineering is in high demand. Discover core data engineer skills and how to start a career in this vibrant field.

May 13, 2022

Article

[Featured image] Two machine learning professionals discuss machine learning algorithms on their computer.

10 Machine Learning Algorithms to Know in 2026

Machine learning algorithms power many services in the world today. Here are 10 to know as you look to start your career.

May 6, 2022

Article

[Featured image] A big data engineer sits at a computer, working on organizing data

What Is a Big Data Engineer? A 2026 Career Guide

A career as a big data engineer requires education and work experience, with many professionals opting to get certified. Discover what big data engineers do, what the job opportunities are, and how to get started.

April 5, 2022

Article

Female data engineer sits in front of a dual computer screen looking at data visualizations and writing in a notebook

What Is a Data Engineer? A Guide to This In-Demand Career

Big data is changing the way we do business and creating a need for data engineers who can collect and manage large quantities of data.

February 17, 2021

Article

Machine Learning Resume: Tips, Examples, and Writing Guide

A well-crafted machine learning resume can help you stand out from the crowd. Learn what you can do to craft an eye-catching resume that lands you an interview—and maybe even a job.

November 15, 2022

Article

How Much Do AI Engineers Make? 2026 Salary Guide

Artificial intelligence engineers use their technical expertise to program machines to think like the human brain. Here’s how much they’re earning—by experience, industry, and location.

September 21, 2022

Article

What Is Machine Learning in Health Care?

Learn more about machine learning in health care. Find out how artificial intelligence can improve health care and what exciting careers are available in this field.

September 9, 2022

Article

Machine Learning in Finance: 10 Applications and Use Cases

Learn more about machine learning in finance with this article that covers applications, use cases, and careers.

August 5, 2022

Article

Big Data Engineer Salary: Your 2026 Pay Guide

Big data engineering is one of the fastest-growing jobs in technology, with salaries to match the demand. Here’s a guide to what big data engineers can earn.

May 25, 2022

Article

Machine Learning Engineer Salary: How Much Can You Make?

A machine learning engineer's salary can be many times more than the median income in the United States. Learn how much you can expect to earn from this in-demand career.

May 13, 2022

Article

Learning Data Engineer Skills: Career Paths and Courses

Data engineering is in high demand. Discover core data engineer skills and how to start a career in this vibrant field.

May 13, 2022

Article

10 Machine Learning Algorithms to Know in 2026

Machine learning algorithms power many services in the world today. Here are 10 to know as you look to start your career.

May 6, 2022

Article

What Is a Big Data Engineer? A 2026 Career Guide

April 5, 2022

Article

What Is a Data Engineer? A Guide to This In-Demand Career

Big data is changing the way we do business and creating a need for data engineers who can collect and manage large quantities of data.

February 17, 2021

Article

Machine learning and artificial intelligence jobs are among the fastest-growing in the world*. When you’re ready to advance to your next role, you'll have plenty of career paths to choose from. Learn more about how to sharpen your skills and prepare for an advanced machine learning engineer role with Coursera:

Find your career track: Machine Learning Career Paths: Explore Roles & Specializations

Take the quiz: Machine Learning Career Quiz: Is It Right for You? Find Your Role

Watch on YouTube: About Specialization - End-to-End Machine Learning with Tensorflow

Ready to start learning? Explore our catalog of machine learning courses or accelerate your career growth with a Coursera Plus subscription. When you enroll in either the monthly or annual option, you’ll get access to over 10,000 courses.

Frequently asked questions (FAQ)

With your master’s degree in data science, you can explore many data science jobs or continue your educational pursuits by applying for a PhD in data science. The roles below illustrate some of the jobs you can pursue once you’ve earned your master’s degree in data science, includng machine learning engineer:

Senior data scientist: Working as a data scientist typically requires a bachelor’s degree, but you may qualify for more senior-level roles with a master’s. Data scientists typically design algorithms to collect and interpret data.
Data engineer: A data engineer designs and builds systems to handle a lot of data so that data scientists and data analysts can work with it.
Data architect: A data architect drafts frameworks businesses can use to handle data, often with the goal of making sure it meets any compliance requirements.
Machine learning engineer: Machine learning engineers often sit on data science teams. They design, build, and maintain machine learning algorithms and systems.
Statistician: Statisticians can work for public or private organizations and often look for trends in data by collecting and interpreting it.
SQL developer: This role sits in between software development and database engineering. SQL developers often work to create on maintain SQL-specific databases.