How to Write a Machine Learning Engineer Resume (+ Example)

machine learning engineer resume sample
Created by Cake

As our world becomes more advanced with the development of technology and data, machine learning engineer jobs become a hot commodity. 

As a machine learning engineer, you will be collaborating with data scientists and other engineers, within the artificial intelligence industry, in bringing models and ideas to life. You will be creating the learning systems to allow models to function following given operations. 

With so much collaboration between the machine learning engineer and data scientist, the two roles might seem highly similar. However, a data scientist is the one who analyzes and researches the data and statistics for the machine learning engineer to write programs. 

If you aspire to have hands-on work within the artificial intelligence field and have a strong passion for working with software and modeling, you will be suitable for a machine learning engineer job. To start a career as a machine learning engineer and partner with data scientists, you will need to create a professional machine learning engineer resume. 

How to write a great machine learning engineer resume?

💡 Adopt an ATS-friendly format for your ML engineer resume.

Make your machine learning engineer resume suitable for the ATS on the employer’s side to raise your chances of moving through to the next round. Make sure your ML engineer resume has a simple, clean layout with organized section labels. 

💡 Refer to online machine learning engineer resume templates.

Examples allow you to learn from the good and the bad, which is also very beneficial when designing your machine learning engineer resume. 

💡 Tailor your machine learning developer resume and include keywords.

As an ML engineer writes algorithms based on the data given for a specific task, you will want to design your machine learning engineer resume based on the job description of a particular engineer position. 

Carefully review the job description to decide whether you should create an AI engineer resume, ML engineer resume, deep learning engineer resume, NLP engineer resume, etc. 

✏️ Note: The feature that differentiates a machine learning engineer resume from a machine learning engineer CV is the content. An ML engineer resume will be tailored to a role, while a machine learning CV is usually an outline of all your work accomplishments and educational background. 

💡 Improve your resume for a machine learning engineer by adding numbers. 

When working with artificial intelligence, you will need to be comfortable with numbers. Show the employer quantitative achievements in your machine learning engineer resume, such as the percentage of successes of past projects or the size of the team you worked with or managed. 

💡 Save your machine learning engineer resume as a PDF file. 

Keeping your machine learning engineer resume as a PDF file, the recommended format, can become a lifesaver as it can guarantee that your resume will look exactly how you want it once it gets into the employer’s side.

What is a good machine learning resume objective?

The objective statement for your machine learning engineer resume is where the employer can gain a sense of who you are and what your career goals are within the AI field. 

1. Emphasize at least two to three of your attributes and skills in the objective of your machine learning engineer resume. 

2. Wrap up the objective of your machine learning engineer resume with what your goals are if granted the ML engineer role.   

3. Feature the job position and the company that you are applying to in the objective of your machine learning engineer resume. 

Career Objective for a Machine Learning Engineer Examples:

  • Analytical machine learning engineer intern experienced working with language programming, Linux systems, and deep learning frameworks. Eager to join Icreon as a machine learning engineer to run more advanced experiments. 
  • Driven machine learning engineer graduate skilled with software engineering and dynamic programming. Seeking a machine learning position at TechX to strengthen and grow experience with programming machines. 
  • Passionate machine learning engineer proficient in developing AI solutions for medical products. Looking to join MedsAI as an ML engineer to contribute to further medical AI research and prototyping.

How to write a machine learning engineer resume summary?

The summary statement for your machine learning engineer resume is where the employer can discover your proficiencies and experience. 

1. Start your machine learning engineer resume summary with a noteworthy description or your job title. 

2. Fill the majority of your machine learning engineer resume summary with striking ML engineer-related skills and experience. 

3. Wrap up your machine learning engineer resume summary with additional information, such as certifications, awards, or extra knowledge.   

Machine Learning Engineer Resume Summary Examples:

  • Goal-driven machine learning engineer with 4+ years of experience producing machine learning solutions based on predictive modeling. Proficient with machine learning technologies, such as TensorFlow, Scikit-learn, etc. 
  • Attentive machine learning engineer with 5+ years of experience designing analysis systems from large, complex datasets. Skilled in natural language processing and data modeling. 
  • Multifaceted machine learning engineer with 7+ years of programming experience using Python, Java, SQL, C++, etc. Expert in data analysis, software development, and data visualization.   

What are key skills for a machine learning engineer resume?

The skills part of your machine learning engineer resume is where you provide a list of knowledge that can support your work as a machine learning engineer.

4 ways to present your skills on a machine learning engineer resume:

1. Simple bullets

  • PROS: a clear list of your skills. 
  • CONS: no details provided to show how you use the skills.

2. Expanded bullets

  • PROS: a clear list of your skills with details. 
  • CONS: allows only up to 5 skills. 

3. Skills integrated with work experience bullets

  • PROS: provides thoroughly detailed explanations of how your skills are applied.  
  • CONS: not suitable for people that are writing machine learning engineer fresher resumes.

4. A categorized skill section

  • PROS: effectively shows a wide range of skills orderly. 
  • CONS: no details to show how the skills can be applied at work. 

Tips for writing a machine learning skills resume effectively:

1. Highlight the list of skills if you are creating a machine learning engineer fresher resume and don’t focus on your skills if you plan to develop an experienced machine learning engineer resume. 

2. Include soft skills in your machine learning engineer resume rather than just focusing on the technical proficiencies.

3. Referring back to the ML engineer job requirements when listing skills for your machine learning engineer resume.

Machine Learning Resume Skills Examples:

Hard skills: 

  • Predictive Analysis
  • Speech Recognition 
  • Training & Mentoring
  • Statistical Modeling 
  • Applied Mathematics

Soft skills: 

  • Problem Solving
  • Teamwork
  • Communication
  • Critical Thinking
  • Analytical

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How to write a machine learning resume with no experience?

✅ 1. Choose a suitable resume format for your machine learning engineer resume.

  • chronological resume format
  • functional resume format
  • combinational resume format

✅ 2. Write a career objective suitable for the ML engineer position.  

With the addition of an objective statement in your machine learning engineer resume, you will be able to display to the employer how you are well-fitted for the ML engineer position. 

✅ 3. Highlight your education in your machine learning engineer fresher resume. 

With many technical strategies and aspects to learn, you will want to prove to the employer that you can take on the ML engineer role by starring your education accomplishments. 

✅ 4. Include your ML engineer portfolio or any related side projects.

Additional information like these helps enhance your machine learning engineer resume while also showing the hiring manager your dedication to the ML role.

✅ 5. Write a sincere cover letter to pair with your machine learning engineer resume. 

Use your chance to elaborate more on your past accomplishments and experience by composing a cover letter to submit along with your machine learning engineer resume.

Machine learning engineer resume sample

Davis Reed 

Professional Machine Learning Engineer Dedicated to Optimizing Models and Systems

555 Mille Ave., Pittsburgh, PA 15213
(132)-155-3322
[email protected]
linkedin.com/in/dreed

Summary

Goal-driven machine learning engineer with 4+ years of experience producing machine learning solutions based on predictive modeling. Proficient with machine learning technologies, such as TensorFlow, Scikit-learn, etc. 

Work Experience

ML Engineer 
Anther Science
Jun 2016 - Dec 2021

  • Enhanced algorithms by studying and adjusting parameters, which led to an improvement value of 93.47%.  
  • Created and finalized 15+ machine learning solutions for prediction.   
  • Led a team of 25 machine learning engineers to earn 5+ patents in a year. 

ML Engineer Intern 
Anther Science
May 2015 - May 2016

  • Developed versions of different models simulating real-world solutions as prototyping for a team of 20 machine learning engineers.
  • Collaborated with machine learning engineers to test infrastructures and search for solutions for the final version. 
  • Researched and built strategies for Anther Science’s future systems to find other techniques and solutions. 

Skills

Hard Skills:

  • Data Structures
  • System Design
  • ML Algorithms  
  • Dynamic Programming
  • Predictive Modeling 
  • Python
  • SQL
  • Java
  • Applied Mathematics 
  • ML Infrastructures 

Soft Skills:

  • Communication
  • Problem Solving
  • Critical Thinking
  • Time Management 
  • Adaptable 
  • Creativity
  • Conflict Resolution 
  • Judgment 
  • Ethical 
  • Empathy

Education

B.S. in Artificial Intelligence
Carnegie Mellon University
2013 - 2017

  • Minor in Machine Learning

Certification

Professional Machine Learning Engineer (Google Cloud), 2018

--- Originally written by Jessica Sun ---

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