Cover letter for an ML engineer (5 samples)


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Page last updated: 3/11/2022

This blog post will show samples of “cover letters for an ML engineer.”

Samples of cover letters for an ML engineer

To get a position as an ML(Machine Learning) engineer, you need a well-written cover letter that showcases your passion for and dedication to the industry. When writing an ML engineer cover letter, these are some of the essential things to include in your letter:

  • Address the employer with a formal salutation. For example, “Dear/Hello (name of the recipient or hiring manager).”
  • The next step is to state the position you are applying for and how you found the opening. 
  • Write a short sentence about why you’re interested in the position.
  • State your skills and work experience; ensure they are similar to the job position. When stating your skills, provide the accomplishment you have achieved. 
  • Conclude your letter with a forward-looking statement. For example, “I look forward to discussing the position further.”

Sample 1: “ML engineer cover letter”

“Dear [Hiring Manager Name],

My passion for programming and expertise in implementing machine learning models would make me an excellent addition to your team. I am excited to apply for the Machine Learning Engineer position at XYZ Company.

As the Machine Learning Intern at 123 Technology, I have excelled at designing and developing machine learning and deep learning systems. By implementing a machine learning algorithm into our e-commerce processes, we were able to analyze our customers’ behavior. As a result, the development team redesigned our website, resulting in a 20% increase in the number of purchases made this month.

Now that XYZ Company is looking to move into e-commerce, I can bring my related experience and expertise to help you build successful selling processes. I think you have a revolutionary product, and I would be so excited to help you reach a wider audience.

I’m confident my skills and experience can help XYZ Company reach their goals. I would be happy to further discuss my interest in the position. Please feel free to contact me anytime for an interview.

Thank you for your consideration.

[Full Name]”

Sample 2: “ML engineer cover letter”

“Dear hiring manager,

I am excited to be applying for the Machine Learning Engineer position at Topdown Inc. I have a Master’s degree in Machine Learning and five years of experience working with large data sets to develop predictive models. I am confident that I have the skills and experience to be a valuable asset to your team.

In my previous role at Crunchtime Inc., I was responsible for developing predictive models to help the company make better business decisions. I was able to improve the company’s bottom line by developing models that could accurately predict customer behavior. I also have experience working with big data sets and developing models that can handle large amounts of data.

I am confident that I can be a valuable asset to your team and I am excited to learn more about the Machine Learning Engineer position at Topdown Inc. I am a lifelong learner and I am committed to continuing to grow as a Machine Learning Engineer. I look forward to meeting you in person and sharing with you my teaching philosophy while learning more about this job opportunity.”

Sample 3: “ML engineer cover letter”

“Hello [Hiring Manager Name],

I was elated to see an opening for a Senior Machine Learning Engineer with XYZ Company. I can’t wait to bring my experience in developing algorithms and devising high-performance machine learning systems to your team.

Currently, I am the Machine Learning Engineer at 123 Technology. I am experienced in data visualization, predictive analysis, statistical modeling and machine learning algorithms. I supervise the model development, testing and validation of all our products and services. In addition, I recently developed a successful algorithm to understand customer behavior, which helped our marketing campaigns reach 58% more of our target market. With my experience, I am confident I would be a valuable asset to your team.

I admire how XYZ Company always puts their customers first. I want to help create simple, customized and data-driven experiences. As someone who has been passionate about machine learning for a long time, I would love to join your team and help your company grow.

Thank you for your time and consideration. I am eager to discuss my qualifications further. Please feel free to contact me to set up a time to chat. I look forward to hearing from you.


[Your Name]”

Sample 4: “ML engineer cover letter”

“Dear Mr. Brown,

I am writing to express my interest in the Machine Learning Engineer position that you have posted. I believe that my background and experience make me an excellent candidate for this position.

I have a Master’s degree in Computer Science from the University of Michigan, Ann Arbor. My thesis was on the topic of “Machine Learning for Data Mining”. I also have a Bachelor’s degree in Computer Science from the University of Michigan, Ann Arbor. I have been working as a software engineer for the past five years at various companies. I have extensive experience with C++, Java, Python, R, Matlab, and SQL.

My work experience has given me the opportunity to work on projects involving machine learning algorithms and data mining techniques. I have worked on projects where we used machine learning algorithms to predict customer behavior based on their past purchases. I have also worked on projects where we used machine learning algorithms to detect fraudulent transactions.

I am confident that my skills and experience will allow me to be successful in this position. I am also confident that my enthusiasm and passion for this field will allow me to contribute significantly to your organization. I would welcome the opportunity to meet with you to discuss how my skills and experience can benefit your organization.”

Sample 5: “ML engineer cover letter”

“Macon Jackson

1504 Ash Place, Apt. 534

Berkeley, CA 28946


August 7, 2022

Rebecca Newburg

HR Manager

ABC Machine Learning Company

Berkeley, CA 28946

RE Machine Learning Engineer, Ref# 334857, 07/30/22

Dear Ms. Newburg:

I am submitting my resume in response to the recently advertised machine learning engineer position at ABC Machine Learning Company.

I believe that my training and experience closely match your requirements and my additional qualifications in data mining will make me an asset to your organization.

Some key points that are relevant to this machine learning engineer position include:

  • Effectively implement machine learning models for item classification and action recognition
  • Consistently evaluate model performance and monitor the training process
  • Regularly adapt existing models to better handle problems specific to our domain
  • Successfully test cutting-edge models on custom datasets
  • I have proven myself to be a highly motivated engineer with the ability to remain focused in high-stress environments.

I am convinced that my commitment to meeting clients’ expectations and the ability to function as an integral part of a team would allow me to make a valuable contribution to the tradition of excellence at ABC Machine Learning Company.

A challenging environment such as yours will give me the opportunity to make the best use of my skills and experience as a machine learning engineer.

I would welcome the opportunity to interview for this position and discuss how I can fulfill your requirements.

Please contact me via phone or email to arrange a mutually convenient time and date for us to meet.

Thank you in advance for your time and consideration.



Macon Jackson”

Frequently Asked Questions: Samples of cover letters for an ML engineer

What is the role of a machine learning engineer?

Machine learning engineers work with large data sets to improve the accuracy of predictions and recommendations.

How do you write a cover letter for an engineer?

Tips for writing your cover letter

  • Research the company and industry. 
  • Highlight relevant experiences. 
  • Engineering training and qualifications. 
  • Show how the job fits into your career path.

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