Machine Learning Skills: Example Usage on Resumes, Skill Set & Top Keywords in 2023

Volen Vulkov

4 minute read

Updated on 2021-07-26

The demand for machine learning talent has exploded in recent years. And there’s a growing need for companies to hire the best candidates for the job.

Your machine learning skills section is a great way to stand out and get hired.

Here are the machine learning skills every recruiter will look for in your resume:

See how to use Machine Learning skills on your resume:

Experience

Data ScientistEviqe

Jan/2014 - Feb/2019

Credit policy re design using Machine Learning, and implementation led to a saving ~1.4 mn

(2) Machine learning framework - Performed data exploration, planning of framework and feature engineering.

Reduced in-quarter Deal Slippage by 4% by enabling Machine Learning based risk factors

Mentored a batch of 10 students of 1st and 2nd year of engineering for the mathematical aspects of Machine Learning

Prototyped and launched machine learning product used by Fortune 500 companies

Prepared maintenance schedules for 3 heavy equipment by Machine Learning and increase machine availability up to 95%.

Provided $10MM in business value through machine learning and data analysis

Types of machine learning skills to add in your resume:

Data modeling and evaluation
System design
Programming languages: C, C++, Java, Python
Software engineering
Data analysis and interpretation
ML libraries & algorithms
Signal processing techniques

PRO TIPStill struggling to determine your most marketable machine learning skills? Write down as many skills as you can think of. Then, cut all the basic, repetitive ones. And only keep high-demand, industry-specific abilities that will get you hired.

Power phrases for your Machine Learning skills on resume

Selected machine learning libraries for different tasks
Designed new models and algorithms for machine learning projects
Implemented machine learning experiments that lead to the development of new algorithms

What jobs require Machine Learning skills:

Data Scientist
Software Engineer
Data Analyst
Intern
Software Developer
Internship
Data Science Intern
Research Assistant
Web Developer
Machine Learning Intern

Read our article on how to add language skills on resume for additional tips and tricks.

Machine Learning skills courses and certificates:

Data Science and Machine Learning Bootcamp with R
Learn how to use the R programming language for data science and machine learning and data visualization!
Introduction to Machine Learning for Data Science
A primer on Machine Learning for Data Science. Revealed for everyday people, by the Backyard Data Scientist.
A-Z Machine Learning using Azure Machine Learning (AzureML)
Azure ML (Machine Learning): Azure Machine Learning Studio, Machine Learning on cloud, Machine Learning without coding
The Complete Machine Learning Course with Python
Build a Portfolio of 12 Machine Learning Projects with Python, SVM, Regression, Unsupervised Machine Learning & More!

Here are the top related skills to Machine Learning:

Python
Sql
Java
R
Tableau
Deep Learning
C++
Html
Javascript
Hadoop
Pandas
C
Mysql
Git
Spark

Machine Learning popularity over time:

Courtesy of Google Trends

For a deeper look into what’s the best resume format for you based on experience, check out our guides:

About this report:

Data reflects analysis made on over 1M resume profiles and examples over the last 2 years from Enhancv.com.

While those skills are most commonly met on resumes, you should only use them as inspiration and customize your resume for the given job.

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Volen Vulkov

Volen Vulkov is a resume expert and the co-founder of Enhancv. He applies his deep knowledge and experience to write about career change, development, and how to stand out in the job application process.