Looking to score a job as a Data Scientist?
You're going to need an awesome cover letter. This guide is your one-stop-shop for writing a job-winning Data Scientist cover letter using our proven strategies, skills, templates, and examples.
All of the content in this guide is based on data from coaching thousands of job seekers (just like you!) who went on to land offers at the world's best companies.
If you want to maximize your chances of landing that Data Scientist role, I recommend reading this piece from top to bottom. But if you're just looking for something specific, here's what's included in this guide:
- What To Know About Writing A Job-Winning Data Scientist Cover Letter
- The Best Skills To Include On A Data Scientist Cover Letter
- How To Address A Data Scientist Cover Letter
- 3 Data Scientist Cover Letter Examples
- The 8 Best Data Scientist Cover Letter Templates
- 3 Tips For Writing A Job-Winning Data Scientist Cover Letter
Here's the step-by-step breakdown:
Data Scientist Cover Letter Overview: What To Know To Write A Cover Letter That Wins More Job Offers
What do companies look for when they're hiring a Data Scientist?
Companies want Data Scientists with strong technical skills in programming languages like Python or R. They also want candidates skilled in data manipulation, statistical analysis, and machine learning models.
Companies are also seeking data scientists who possess problem-solving skills and can extract actionable insights from large datasets.
Your cover letter should show the company that your personality and your experience encompass all of these things.
Additionally, there are a few best practices you want to follow to write a job-winning Data Scientist cover letter:
- Properly address your letter: Begin your letter by addressing the hiring manager or team. Don't forget to state the specific Data Scientist job you are interested in!
- Express your understanding of the company: Clearly articulate that you are well-familiarized with the company's products and the market, and tie this up with your skills, demonstrating how they align with their needs.
- Highlight your skills: Showcase your most relevant skills for the role, such as proficiency in relevant programming languages, analysis, machine learning, AI, and more.
- Tailor your cover letter for the job description: Emphasize your experience to meet the job requirements listed in the description.
- Be concise and clear: Your cover letter should be short and easy to read. Keep it to one page and focus on the good stuff!
- End with a call to action: Close with an effective call to action, expressing enthusiasm for the opportunity and inviting further discussion on how you can contribute to the company's success.
- Proofread: Make sure to thoroughly proofread your cover letter for any grammatical errors or typos. A well-written, error-free letter can make a strong first impression. I recommend using Hemingway App or Grammarly to do this.
Let's dive deeper into each of these, so you have the exact blueprint you need to see success.
The Best Data Scientist Skills To Include On Your Cover Letter
Keywords are one of the most important factors in your cover letter. They show employers that your skills align with the role, and they also help format your cover letter for Applicant Tracking Systems (ATS).
If you're not familiar with ATS systems, they are pieces of software used by employers to manage job applications. They scan cover letters for keywords and qualifications and make it easier for employers to filter and search for candidates whose qualifications match the role.
If you want to win more interviews and job offers, you need to have a keyword-optimized cover letter. There are two ways to find the right keywords:
1. Leverage The 20 Best Data Scientist Keywords
The first is to leverage our list of the best keywords and skills for a Data Scientist cover letter.
These keywords were selected from an analysis of real Data Scientist job descriptions sourced from actual job boards. Here they are:
- Data Science
- Product
- Analysis
- Communication
- Machine Learning
- Technical
- Insight
- Algorithms
- Engineering
- AI
- Python
- Design
- Marketing
- Modeling
- Cross-Functional
- Quantitve
- Organization
- Leadership
- Collaboration
- Innovative
- Decision Making
2. Use ResyMatch.io To Find The Best Keywords That Are Specific To Your Cover Letter And Target Role
The second method is the one I recommend because it's personalized to your specific cover letter and target job.
This process lets you find the exact keywords that your cover letter is missing when compared to the individual role you're applying for.
Here's how it works:
- Open a copy of your updated Data Scientist cover letter
- Open a copy of your target Data Scientist job description
- In the widget below, paste the job description and hit scan!
ResyMatch is going to scan the target job description and show you the exact keywords and skills that are relevant to the role and that you should weave into your cover letter.
If you're ready to check it out, grab your target job description and run your first scan here:
Scanning...
If you're more of a visual learner, here's a video walking through this whole process so you can follow along:
How To Address A Data Scientist Cover Letter
Personalization is what makes a cover letter stand out. That starts from the very first sentence where you greet the person reading your cover letter! There are two ways to do this well:
1. Use The Hiring Manager's Name
The first, and best, is by including the hiring manager's name. Let's say that you discovered the hiring manager's name from a post on LinkedIn or via an informational interview.
This is the jackpot! All you need to do is use their name in the introduction, like this:
But we won't always have the luxury of knowing the hiring manager's name. Here's what you do in those cases:
2. Use This Formula: To The [Department] Team at [Company]
If you don't have the hiring manager's name, no problem! You can address your cover letter to the team that you're applying to.
For example, if you're applying for a Product Marketing Manager role at Discovery Education, you might start your cover letter like this:
This shows the reader that this letter has been written specifically for them and the content inside of it will support that.
It's much more relevant and personal than “To Whom It May Concern!”
For more advice on writing a strong opening to your cover letter, check out this guide.
3 Data Scientist Letter Examples For 2024
Now let's take a look at all of these best practices in action. Here are three cover letter examples for different situations from people with different backgrounds who are all applying for Data Scientist roles:
Data Scientist Cover Letter Example #1: A Traditional Background
Our first example is a cover letter written by a candidate with traditional experience. Here is what an example of their cover letter might look like:
Data Scientist Cover Letter Example #2: A Non-Traditional Background
Our second cover letter example comes from a candidate looking to transition from a background in sales to a Data Scientist role. This cover letter demonstrates how the author identifies and communicates their transferable skills:
Data Scientist Cover Letter Example #3: Data Scientist New Grad
Our third example highlights a new grad who's worked on several self-initiated projects. Here is what their cover letter might look like:
The 8 Best Data Scientist Cover Letter Templates
At this point, you know all of the basics you'll need to write a Data Scientist cover letter that wins you more interviews and offers. The only thing left is to take all of that information and apply it to a template that's going to help you get results.
We made that easy with our CoverBuild tool. It has 8 proven templates that were created with the help of recruiters and hiring managers at the world's best companies. These templates also bake in thousands of data points we have from the job seekers in our audience who have used them to land job offers.
Just click any of the templates below to start building your cover letter using proven, recruiter-approved templates:
Free Job-Winning Cover Letter Templates, Have AI Write Yours in Less Than 2 Minutes.
Choose A Cover Letter Template Below To Get Started:
Great Choice! Now, how do you want to write your cover letter?
3 Tips For Writing A Job-Winning Data Scientist Cover Letter
You're off to a strong start! But I've got a few more tips to help you take your cover letter to the next level:
1. Use CoverBuild.io To Write Your Cover Letter In <2 Minutes
All of these tips and best practices work, but you still have to implement them. Normally, that'd mean you sitting down and spending hours brainstorming ideas, typing, deleting, and typing again, and then feeling absolutely drained.
Now there's a way to work around all of that so you save your best energy for the writing and edits that matter most. Here's how it works:
- Head to CoverBuild.io
- Select the “2 Minutes” option to have AI write your cover letter
- Select a template for your cover letter, then follow the 3 step process for sharing info about your experience and the target job with CoverBuild's AI
- Click “Generate My Cover Letter” and watch the tool write a unique cover letter that's personalized to your experience and your target job!
To make it even easier, you can select a cover letter template from the widget below to get started:
Free Job-Winning Cover Letter Templates, Have AI Write Yours in Less Than 2 Minutes.
Choose A Cover Letter Template Below To Get Started:
Great Choice! Now, how do you want to write your cover letter?
If you'd like to see the process in action, here's a video walking through all of the steps above:
Note: I do not recommend or advise that you simply copy and paste any AI-generated content and submit your application. You should always review, revise, and personalize the content yourself before applying.
2. Include Measurable Metrics And Outcomes
Too many job seekers only focus on the actions that they took and not the outcomes that resulted from those actions. As a hiring manager, it's impossible to differentiate between a dozen candidates who were all “Responsible for building applications to help achieve company goals.”
If you want to win, your cover letter should speak to the specific outcomes that you drove in previous roles. That could be:
- The accuracy of the predictive models you've developed
- The sales increase you've helped drive with data analysis
- The operational costs you helped reduce
- Etc.
These outcomes will show hiring teams what you're capable of and make your value crystal clear!
3. Match Your Cover Letter And Resume Design
Design has a big impact on perceived quality. Take the below image for example, which car is worth more?
If you said Car A, you'd be wrong!
They're the exact same car, down to the year, make, and model. The only difference is the way the product was presented. Like I said, quality impacts perceived value.
One of the best ways to boost the quality of your cover letter is to make it look clean, professional, and have it match your resume. That's why the resume templates in our resume builder tool match the cover letter templates in our cover letter builder:
If you use both tools to create your cover letter and your resume, your entire application is going to be top notch.
Key Takeaways To Wrap Up Your Job-Winning Cover Letter
You made it! We packed a lot of information into this post so I wanted to distill the key points for you and lay out next steps so you know exactly where to from here.
Here are the 5 steps for writing a job-winning Data Scientist cover letter:
- Start with a proven cover letter template from CoverBuild.io
- Use ResyMatch.io to find the right keywords and optimize your cover letter for each role you apply to
- Start your cover letter with a personalized greeting for the hiring manager or team name
- Emphasize the measurable outcomes and value you drove in previous roles (include metrics!)
- Compare the draft of your cover letter to the examples on this page to make sure you're on the right path
- Use a tool like Hemingway App or Grammarly to proofread your cover letter before you submit it
If you follow those steps, you're going to be well on your way to landing more Data Scientist interviews and job offers.
Now that your cover letter is taken care of, be sure to check out our guide on writing a job-winning Data Scientist resume (with examples!).
