How to Write a Data Analyst Cover Letter

Are you a recently qualified data analyst? If so, you’ve made a good choice. According to the U.S. Bureau of Labor Statistics, data analytics roles will grow by 23% between 2021 and 2031. For context, this is much faster than the national average for all occupations, which is just 5%. 

However, to get your foot in the door for any data analytics role means making a good impression. And that’s where a strong data analyst cover letter comes in.

A well-crafted data analyst cover letter will showcase your skills and get your resume noticed. In this article, we provide tips on how to write a data analyst cover letter, along with examples and a template to get you started. Whether you’re an entry-level analyst or a seasoned professional, you’ll soon be ready to produce a cover letter that pops!

Read on, or use the clickable menu to jump to the topic of your choice:

  • Why do you need a data analyst cover letter?
  • How to write a data analyst cover letter (step-by-step)
  • Data analyst cover letter examples
  • Data analyst cover letter template

Ready? Then let’s get started!

1. Why do you need a data analyst cover letter?

Before getting into the nitty-gritty of writing your cover letter, it’s helpful to understand why you need one in the first place.

Besides being a front piece for any job application, the main benefit of a well-written cover letter is that it showcases your qualifications, skills, and experience in a way your resume cannot. You can introduce yourself and your skillset to an employer in a pithy paragraph or two.

Here’s a list of the benefits of sending a well-honed cover letter with your data analytics resume and portfolio:

  • A good data analytics cover letter establishes a connection with the hiring manager
  • It highlights the most relevant skills and experience for the job
  • You can use it to demonstrate your passion for the role
  • It’s an additional opportunity to show off your communication and writing skills
  • When executed well, it helps you to stand out from other applicants (especially those who don’t bother to include a letter at all, which is more common than you might think)

Now that you know why a data analyst cover letter is an essential part of your job search, let’s explore how to write one.

2. How to write a data analyst cover letter (step-by-step)

A data analyst cover letter shouldn’t typically include anything you haven’t mentioned elsewhere in your resume or portfolio. However, it’s an opportunity to zero in on the most salient aspects of your application, placing them front and center. 

In this section, we offer a step-by-step guide to writing your data analyst cover letter, exploring the basics of professional letter writing and the nuances of a letter for this specific role.

Let’s take a look.

Step 1: Layout your letter correctly

First up, structure! Don’t make your data analyst cover letter too wild or creative—save that for your portfolio. Instead, stick to the following standard professional letter format:

[Your contact details]

[A link to your portfolio/professional website]

Top Left (below the date)

[Name of recipient]

[Their job title]

[Their contact address]

[Reference, e.g. ‘Re: Application for role X’]

Next, begin your letter with a professional greeting, using the hiring manager’s name if you know it. If you don’t know their name, simply write ‘Dear Hiring Manager’.

Step 2: Open with a strong introduction

The opening sentence or two of your data analyst cover letter should, in effect, be a punchy summary of what the letter will then cover. This means ticking a few standard boxes while also making a good impression:

  • Include the title of the job you’re applying for
  • Include the name of the company you’re applying to work with
  • Briefly highlight why you’re the best candidate for the role (picking one or two of your most distinguishing features—don’t make it too long, though, as you can go into more detail later)

Beyond that, what exactly makes an introduction ‘strong’? The strongest intros typically use confident, evocative, yet concise language and include specific details about the role to demonstrate that you’ve researched the company. 

You might also want to include a ‘hook’ that captures the reader’s attention, such as an intriguing element of your data analysis expertise that others might not have. For example, maybe you have skills using specific data tools or have experience in a relevant industry.

Step 3: Explain why you’re interested in the role

In the second section/paragraph of your data analyst cover letter, hone in on why you’re the ideal candidate for the role. To show that you’re genuinely interested in the company, aim to mention any specific aspects of the position mentioned in the job description that you find attractive or intriguing.

For example, perhaps you’re particularly excited at the prospect of using your data analysis skills to work on the organization’s flagship project. Or maybe you’re passionate about the company’s mission or potential for career growth. This can be a sentence or two—you don’t need to go wild.

Step 4: Showcase your skills, experience, and qualification

The third section of your data analyst cover letter is typically the longest. It’s your chance to show that you have the skills and abilities to excel and is the place to highlight why you’re uniquely qualified for the job.

While you should avoid listing every skill or qualification, don’t be afraid to get specific—list relevant data analysis techniques that you’re proficient in, for example, or qualifications and experience with certain types of software. Perhaps you’ve worked on a project that closely mirrors the work described in the job description. If so, mention it.

This is also the place to namedrop any professional achievements or awards you’ve achieved. Always keep them relevant to the role, though. Nobody needs to know that you won the pie-eating award at the local town fair. Employee of the month, however, is a different matter.

Step 4: End with a strong closing statement and sign off

In the final sentence or two of your data analyst cover letter, wrap up your application and thank the reader for their time. Include a call to action, such as asking for a meeting or a phone call, if appropriate. If in doubt, just say that you look forward to having an opportunity to discuss the position in person (this sounds confident without being too self-assured).

Finally, include a professional sign-off. Traditionally, if a letter’s recipient is unnamed (e.g. ‘Hiring Manager’) you’ll use ‘Faithfully yours’ as a sign-off. Meanwhile, if you know the person’s name, ‘Sincerely yours’ is better. However, if you find these terms old-fashioned, that’s OK. Just stick with something like ‘Kind regards’ or ‘Warm wishes’, and you won’t go too far wrong. The main thing is to avoid being too casual.

Step 5: Proofread, proofread, proofread!

Once you’ve finished your data analyst cover letter, it’s vital to proofread it for errors before sending it off. As a bare minimum, sleep on it and review it in the morning. 

Ideally, you should ask a friend or family member—or better yet, someone working in the industry—to read through it, to ensure you’re not missing anything or have made any spelling or grammar mistakes.

Some general tips for writing your data analytics cover letter

In addition to the steps outlined, here are some additional tips for writing your data analytics cover letter:

  • Use active rather than passive language, e.g. ‘I achieved’ rather than ‘achievements were made’ (people often use passive language under the misguided notion that it sounds ‘professional’ when plain English is fine)
  • Use fresh adjectives to describe yourself rather than tired, overused ones, e.g. ‘versatile’, ‘meticulous’, and ‘ambitious’ over ‘experienced’ or ‘motivated’
  • Avoid jargon and technical language, unless you know for sure the person you’re sending it to will understand it, e.g. ‘I used predictive analytics to identify patterns in customer behavior’ is better than ‘I applied advanced ML algorithms to CX insights’
  • Always tailor your letter to the job description, and make sure you address the requirements they’ve outlined
  • Keep it concise; your letter should ideally be two or three short paragraphs (about 250-300 words) and certainly no more than a single page. This is probably the most challenging part, so expect to write a few drafts and then edit them down

Now that we’ve covered the basics of your data analyst cover letter, let’s take a look at some examples to highlight the best approach.

3. Data analyst cover letter examples

In this section, we’ll get more specific, looking at how you might want to write each section of your data analyst cover letter. We’ve included a good example and a bad example for each of the points covered in section 2, before explaining why one is better than the other.

Example 1: Opening

Good example:

Dear Ellen,

I am writing to apply for the Business Intelligence Analyst role at Weyland-Yutani Corporation, as advertised on the Big Space Data Jobs Board. With 2 years of experience analyzing customer and business data, I have the necessary skills and qualifications to thrive in this role. I believe I would be a valuable asset to your insights team.

Bad example:

To Sir/Madam,

I am applying for the Data Analyst role at your company. I’m sure I’d be a great fit for this job, as I have a lot of experience in the field.

The first example is strong. It shows that the candidate has done their research (mentioning the job title, organization, and even the board where they found the role) and is confident in their skills and qualifications. It also shows respect to the recipient by addressing them by name.

Meanwhile, the second example is too generic. It doesn’t demonstrate any research or knowledge of the role. And while it’s not always possible to know the manager’s name, don’t open with ‘Dear sir/madam’ which presumes the recipient’s gender. It’s not worth offending the person that you want to give you a job!

Example 2: Explaining why you’re interested

I am especially excited about the prospect of using my data analysis skills to assist with Weyland-Yutani’s flagship project, which I know explores the potential product applications of new biological discoveries. As a lifelong advocate of xenobiology, I am particularly interested in how this area of study can potentially intersect with the customer experience.

I have a great deal of experience in data analysis and I’m sure that I would be a great asset to your team. In addition, I’m interested in this role because it pays a lot of money.

The good example here offers more than just generic platitudes; it provides a real insight into the candidate’s motivations for applying for the role while demonstrating their knowledge and enthusiasm for the company’s work. Obviously, we’ve used an imaginary example here, but it highlights the point.

Once again, the bad example is too generic. It shows no real knowledge or understanding of the company and it lacks enthusiasm. And while there’s nothing wrong with being money-driven, think about what the reader will want to see. It’s much more appealing to the hiring manager to hear about your ambition (which benefits them!) rather than your desire to get paid well (which benefits you!)

Example 3: Showcasing your skills, experience, and qualifications

My experience and qualifications make me an ideal candidate for this role. As a Business Intelligence Analyst at Hyperdyne Systems, I developed expertise in predictive analytics and machine learning, which I used to draw insights from large datasets about current product trends. I also lead a project to improve the accuracy of customer segmentation models, resulting in a 5% increase in marketing ROI.

As a data analyst, I have experience in data analysis, machine learning, predictive analytics, and working with large datasets. I am confident that I have the skills and experience necessary for this role.

The good example provides specific examples of the candidate’s accomplishments, demonstrating their expertise and passion for data analytics. This is much more effective than listing generic skills.

The bad example, on the other hand, gives no information about the candidate’s accomplishments or achievements. And while it is OK to list skills in your resume, it’s a waste of your data analytics cover letter not to dig deeper to showcase how you used these skills.

Example 4: Closing

I look forward to discussing my experience and qualifications further and learning more about the opportunity on offer. I would welcome an invitation to discuss the position further.

I hope to hear from you soon.

The good example provides a strong closing statement. It’s polite and respectful, yet confident. It also shows that the candidate has done their research and is genuinely interested in the role.

The bad example is bland, lacks any genuine passion, and does nothing to demonstrate any knowledge of the role or company. Which one would you invite to an interview?

4. Data analyst cover letter template

Now that you’ve seen some examples of how to write a data analyst cover letter, here’s a template you can use to get started with your cover letter. This is, of course, a very generic template, and you should do more than simply fill in the gaps and send it off! 

Instead, use the template as a guideline, using the prompts provided to expand on the topics. Tailor the letter to each role you are applying for.

[Link to your portfolio]

[Contact address]

Dear [Name of recipient],

I am writing to apply for the [name of the job] role at [name of company], as advertised on [name of job board]. With [number of months/years] experience analyzing [type of data], I feel confident that I have the necessary skills and qualifications to become a valuable asset to your [team/department].

I am especially excited at the prospect of using my data analysis skills to [outline a specific task or project that the role involves]. As a [describe a personal/professional trait], I believe that this project has the potential to [outline a specific benefit that you think the project will bring].

My experience and qualifications make me an ideal candidate for this role. During my time as a [previous role] at [company], I developed expertise in [list relevant skills], which I used to [outline a project/task you’ve been involved in]. I was also able to [outline an accomplishment], resulting in a [describe the outcome].

I look forward to discussing my experience and qualifications further and hearing more about the opportunity that you’re offering.

Yours sincerely,

[Your name]

So there you have it, everything you need to know when writing a job-winning data analyst cover letter. Now that we’ve discussed how to write one, here’s a quick recap:

  • A data analyst cover letter is a great way to introduce yourself and your skillset to a potential employer
  • Structure your letter in a professional format, with a clear introduction and closing statement
  • Include specific details about the role and company in your introduction, and explain why you’re interested in the position
  • In the body of your letter, showcase your skills, experience, and qualifications, and explain why you’re the ideal candidate
  • Proofread your letter and get someone else to look it over before you send it off

Following this simple advice, you’ll soon have a data analyst cover letter that stands out. Before you know it, you’ll be preparing for that all-important interview!

To learn more about what a career in data analytics might involve, sign up for this free, 5-day data analytics short course . Prefer to read some more? Then check out the following beginner’s guides:

  •  What does a machine learning engineer do?  
  • Python pandas tutorial: An introduction for beginners
  • Data analytics for beginners: Jupyter Notebook tutorial

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Data Analyst Cover Letter: 5 Sample Templates for 2024

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  • Data Analyst Cover Letter
  • Data Analyst No Experience
  • Data Analyst Internship
  • Senior Data Analyst
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  • Writing Your Data Analyst Cover Letter 101
  • Data Analyst CL FAQs

As a data analyst, you turn numbers into insights. You collaborate with other data professionals (data scientists, business analysts, database administrators) to retrieve and transform data into meaningful information, generate reports, and create findings to assess the success of business initiatives.

Being a data analyst requires many  skills , and while you can’t fit all your successes on your  data analyst resume , creating a cover letter provides another avenue to provide this info to a potential employer. Hint: This isn’t the place for modesty. 

Writing a great cover letter may feel on par with going to the dentist. Nonetheless, it’s an important task, and we’re here to help by providing five data analyst cover letter examples with some easy-to-follow guidance.

good cover letter examples for data analyst

Data Analyst Cover Letter Example

USE THIS TEMPLATE

Microsoft Word

Google Docs

Block Format

Official data analyst cover letter template

Level up your cover letter game

Relax! We’ll do the heavy lifiting to write your cover letter in seconds.

Data Analyst No Experience Cover Letter Example

Data analyst no experience cover letter template

Why this resume works

  • Drawing from Keito’s example, a reference to your involvement in a competition that put your data analysis or programming language knowledge to the test is a great avenue to highlight your practical skills.

Data Analyst Internship Cover Letter Example

Data analyst internship cover letter template

  • A recent achievement isn’t the only approach to this strategy. You can also refer to the company’s current project or industry-specific awards. Or better yet, align your ethos with the potential employer’s objectives and emphasize how your expertise can help drive these goals forward.

Senior Data Analyst Cover Letter Example

Professional senior data analyst cover letter template

Analytics Manager Cover Letter Example

Elegant analytics manager cover letter template

Analytics Manager Resume

Try this matching analytics manager resume .

or download as PDF

Business analyst resume example

Data Analyst Cover Letter Writing Steps

Data analyst holds ball in one hand and raises other hand in question with yellow cat around neck

We break it down into three easy steps; you’ll have a data analyst cover letter primed and polished in no time.

good cover letter examples for data analyst

Step 1: Research the role & its data analyst role

It’s important to customize your cover letter to match the  job description for the data analyst  position you’re applying for, and you’ll need to connect the dots between your expertise and the potential role.

On the company’s website, dig for info about the data analyst role, the area you’d be working in, and information related to their data processing and data analysis efforts. 

  • Try to understand the company’s mission, visions, values, and goals.
  • Think about your achievements in report generation, data acquisition, projects, etc. Tie these to the company’s goals, objectives, initiatives, and issues they care about.

good cover letter examples for data analyst

Step 2: Go into detail about your data accomplishments

One of the most important things to remember when writing your cover letter is not to duplicate your resume. Focus on telling a story about your achievements rather than repeating your job history.

Focus on telling a story about your achievements rather than repeating your job history.

This is your chance to address the specific needs or goals for the data analyst role by touting one or two (maybe three) major accomplishments that connect and align with what the company wants and needs. Use your best and most recent work when possible. 

Targeting your examples to hit on the information you obtained when you researched the company and the role will impress them and demonstrate how you’ll benefit their organization. 

good cover letter examples for data analyst

Step 3: Communicate the right tone

Keep your cover letter brief—one page or less. Similar to  writing a resume , if you include too much, recruiters may be overwhelmed, grow bored, or, worse, skip reading it entirely.

Data analysts like direct and clear communication. So, be straightforward, genuine, and professional. On the flip, be personable to distinguish yourself from other candidates. It’s a bit like a college application—outstanding grades and academic achievements are great, but extracurriculars can make the difference between getting in or not.

Now that you’ve written a great data analyst cover letter, what’s next? Proofread! Make final revisions, save your document (something professional), and send your cover letter to your prospective employer along with your resume, application, and any other requested information.   

Your Data Analyst Cover Letter Outline

Data analyst outlines cover letter on purple laptop while drinking coffee

So, you’re starting with an empty page and want to know how to start. You need a jumpstart and a structure. Start with our comprehensive outline that breaks down your data analyst cover letter into discrete sections and clearly shows you what to include in each part:

good cover letter examples for data analyst

Begin your cover letter for a data analyst

Your contact info: Most people don’t write cover letters from scratch. If you’re using one of our cover letter templates above, you may want a matching  resume template ; just replace the filler with your info.

As a data analyst, you know the importance of details, so don’t accidentally leave any of the generic information intact or forget to include your name, email, and number. 

  • Formatting:  If you create a block business letter (instead of using a template), then including your address is fine. Many letterheads will have your name prominently displayed on the template, but a block letter shouldn’t include your name with the address as your name on the signature line is sufficient. 

Date:  Hopefully, you’re not procrastinating and are writing your letter in advance of when you want to send it. If this is true, update the date before sending it! Also, make sure that any of your data analyst supporting documentation is up-to-date and has the same delivery date as your cover letter.

  • Formatting:  Always use the full date, e.g. January 13, 2023.

Inside address:  This is the name and address of the recipient. Include their name, position title, and the company’s address.

  • Formatting:  Each section of the address should be on a new line. Double space between the inside address and the greeting. 

Katie Kelly Liberty Mutual Insurance, Recruiter  175 Berkeley Street Boston, MA 02116

Greeting:  The salutation can set a positive tone or dull first impressions. Whenever possible, direct your cover letter to the specific person in charge of hiring you as a data analyst. 

  • Dear Manager, 
  • Dear Hiring Department,
  • To Whom it May Concern:

Figuring out who the hiring manager is can sometimes take extensive sleuthing skills. Include figuring this out as part of your research into the company and job role. This is another way to make your cover letter stand out from others:

  • Dear Ms. Kelly: 
  • Dear Ms. Ortega: 
  • Formatting:  Using a colon after the name is the formal way to do it. A comma is probably okay but will depend on how “professional” a company is.

Write your cover letter with data in mind

Body:  The main section of your data analyst cover letter will be three to four—maybe five—paragraphs explaining your interest in the job, what makes you a good candidate, and your enthusiasm for future discussion. Next, we’ll break it down.

  • Formatting:  Single-space your lines but double-space between paragraphs. 

Opening paragraph:  Think compelling! Skip generic stuff that will bore the reader. Instead, start with a short sentence or two showing how you came to know about the position and why it speaks to you.

Don’t use something like this:

I found your posting online and am interested in filling the data analyst position.

That’s a non-starter and a snoozer! Instead, try:

As someone who has spent the last 6 years striving to improve my financial literacy, I am intimately familiar with SmartAsset’s value. For instance, I used your retirement calculator to set my 401(k) contribution rate after college graduation. Improving financial literacy is the best vehicle to address income inequality, and I would love to help SmartAsset in that fight as a data analyst.

This lead-in demonstrates a personal connection, shows a strong interest in the job, and pulls the reader in. It also demonstrates that you’ve done your homework and understand how you can contribute to the company’s goals.  

Paragraphs 2-3:  Now that you have their attention, hit them with some facts and figures regarding your great accomplishments. Reminder: don’t repeat your resume. This is a good opportunity to expound on a couple of your biggest accomplishments.

For example:

As SmartAsset works to scale growth, I know one of the most difficult challenges is setting up proper marketing attribution to assess the efficacy of each marketing channel. While at Sensio Marketing, I was instrumental in developing real-time dashboards showing the ROI of ad spend across channels. This required coordination between data engineering to create query-able databases, marketing to understand important KPIs, and the testing team to validate different attribution models for the creation of dashboards. This attribution framework helped our team increase paid ad spend ROI by over 29 percent year over year.

We  do  want to emphasize the connection between your resume and cover letter. Put your strongest and most tangible accomplishments on your resume. However, your cover letter gives you more space to explore your success in light of what the company specifically needs out of a data analyst. 

This also shows the importance of customizing both your resume and cover letter to the specific job you’re applying for. Your cover letter should introduce your resume and present complementary information that directly ties to the desired role.

Closing paragraph:  This is your last chance to make your case and finish strong. Show hiring managers and recruiters how your values and qualifications align with the needs of the role and the company. 

Keep your momentum going and don’t end on a flat note like this:

I feel I am a great candidate for this data analyst position, and I am anxious to discuss the opportunity with you soon. 

Yuck. This is generic and boring. Nothing at all to make them remember you.

Return to the value you’ll bring value to the company, and creatively restate your interest in the job. Include a call to action, stating your anticipation of follow-up communication and an interview. The following closing paragraph shows your commitment to finding a career-forwarding role:

I am excited about the prospect of helping SmartAsset reach more people like myself who are struggling with what to do with their finances as early professionals. I welcome the opportunity to share more with you about how my experience can help SmartAsset’s marketing team reach more potential users through accurate attribution, product analytics, and automation. 

good cover letter examples for data analyst

End your data analyst cover letter

Signature:  Say “thank you” if you haven’t done so in your closing paragraph. Use a professional close with your real name. 

  • Formatting:  If you print your data analyst cover letter, quadruple space to leave room for signing your name in blue/black ink. 

Thank you for your consideration, 

Adele Gallia 

Enclosure(s):  Here, you can provide any additional information that the job requires such as applications, references, or data analyst-related certifications.

  • Formatting:  Use the singular or plural form of “enclosure” depending on how many documents you’re enclosing. List each item on a separate line.

Enclosures: Resume Application Copy of certifications 2 letters of recommendation

Including your supporting documentation with your cover letter is always the professional thing to do. Don’t make them ask for it.

Next Stop To Your Data Analyst Job

Delivery van transports a yellow envelope holding a data analyst resume and cover letter

With your top-notch data analyst cover letter in hand, consider your resume. If you’re looking at your resume, and it doesn’t seem up to snuff, no worries.

It’s normal to need to revise your resume to match each job position you apply for and, as we noted, you want to make your resume and cover letter work together seamlessly to be synchronized with the job description.

Never fear, our  resume tips  can offer some fresh ideas from our  professional resume templates  and  resume examples  like this editable one below. 

Data Analyst Resume

Need a resume to pair with your data analyst cover letter?

Data analyst resume example

Creating and revising career documents is never a fun job; we understand, and we’re here to lend a helping hand. Use our  resume builder  and expert-approved guidance as stepping stones to make your data analyst resume and cover letter outstanding. Before you know it, you’ll be interviewing and starting your next role in your data analysis career.

Adding a personal touch by addressing the hiring manager by name can elevate your whole job application, so we strongly recommend trying out all options first. This includes checking the company on LinkedIn, browsing its website, or even emailing or calling to ask for a name. However, if it’s not possible, you can always use “Dear Hiring Manager.”

Make your interest in the company an echoing sentiment throughout the cover letter. For instance, mention that your experience in Python has led to a 30% increase in efficiency in your past role and how excited you are to bring it to the new company. Don’t forget to mention how using big data technologies, such as Hadoop or Apache Spark, has allowed you to handle complex and large datasets, providing vital insights that drove strategic decisions. Add some relevant metrics as a cherry on top.

Focus on transferable job skills . For instance, if you previously worked in tech support, mention how your ability to explain complex topics to a non-technical audience means you’ll excel at translating large data sets into actionable insights for the company’s stakeholders.

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Crafting an Effective Data Analyst Cover Letter: Your Ultimate Guide

data analyst cover letter

According to a survey, nearly 60% of hiring managers believe that a cover letter offers valuable insight into an applicant’s character and attitudes. When creating a cover letter, it is essential to customize it specifically for the position being applied for. For aspiring data analysts, your cover letter should highlight your relevant skills, experiences, and qualifications that make you suitable for the role. A well-crafted cover letter can help you stand out and increase your chances of getting an interview for your desired job in data analysis. In the section below, we will explore the steps in creating a data analyst cover letter and relevant examples for different career stages.

Table of Contents

Steps for Creating a Data Analyst Cover Letter

Here are practical steps to create a data analyst cover letter.

1. Outline Contact Details

When creating your cover letter, it’s important to include accurate and up-to-date contact information at the top. This allows the hiring manager to reach out to you after reading your letter. Begin by stating your full name, followed by the city and state of residence. Next, provide various ways for the hiring manager to contact you, such as a phone number and professional email address. 

Also, if you are applying for several positions, consider creating a new email specifically for job applications so that all correspondence from potential employers can be organized in one place.

Find and Apply Banner

2. Choose Format

Consider using a standard professional letter format and avoid excessive creativity in your data analyst cover letter. Rather, you can get creative in your portfolio. 

To create a professional cover letter, consider putting your information at the top right corner of your letter and the recipient details just below your details. Here is what it should look like:  

You can now start your cover letter with a formal salutation, addressing the hiring manager by name if possible. If you are unsure of their name, use “Dear Hiring Manager” as an alternative. 

You can also review this blog on cover letter formats with relevant examples to help you in structuring the perfect cover letter.

3. Create an Introduction

The first few sentences of your data analyst cover letter should serve as an overview of the topics that will be addressed in the rest of the letter. A good introduction often uses assertive, evocative, and precise language while providing specific insights about the position to showcase your knowledge of the organization. 

Additionally, consider incorporating a captivating aspect of your proficiency in data analysis that sets you apart from others. This could involve specialized expertise with particular data software or previous experience within a related field.

4. Express Your Interest

In the second paragraph of your cover letter for a data analyst position, highlight why you are the perfect fit for the job. Demonstrate your genuine interest in the company by discussing specific aspects of the role mentioned in their job description that pique your interest. 

For instance, you may be particularly enthusiastic about utilizing your data analysis abilities to contribute to the company’s fraud detection analysis project.

5. Highlight Relevant Skills/Qualifications

Listing any relevant certifications related to data management, coding, or project management in your cover letter can greatly benefit you during the hiring process, especially if they align with the specific programs or languages mentioned in the job posting. It is important to mention your top-level or most applicable certifications when drafting your cover letter. 

Additionally, highlighting soft skills such as communication and teamwork can showcase to potential employers that you are a valuable team member who contributes positively to their company culture. You can enhance your knowledge and set yourself apart from other candidates by taking a data science course .

6. Add a CTA and Sign Off

A CTA is an acronym for Call to Action. Call to action encourages the reader to take action regarding the hiring process, such as reaching out to the writer’s references or reviewing their resume. Concluding your letter with a call to action is a great way to sign off your cover letter. 

You can request that they reach out with any inquiries or draw attention to relevant attachments, such as your resume or letters of recommendation. Additionally, expressing gratitude for their time further displays your professionalism.

7. Evaluate and Review

After completing your data analyst cover letter, it is important to thoroughly check for any errors before submitting it. We recommend you take a break and review it the next day, at the very least. It would be beneficial to have someone in the field or a friend/family member read through it as well, to ensure that nothing has been overlooked and there are no spelling or grammar errors.

Cover Letter Template for Data Analyst

Here is a professional cover letter template for a data analysis job .

Enhance your chances of landing a job by referring to this blog on data analyst interview questions.

Data Analyst Cover Letter Examples

Below are the best cover letters for data analysts at different career levels.

1. Cover Letter for a Data Analyst With No Experience

2. cover letter for mid-level data analyst .

Below is a sample cover letter for data analysts who possess a few years of experience.

3. Sample Cover Letter for Experienced Data Analyst Candidates

Below is a data analyst cover letter examples for professionals and experts with years of relevant experience.

A well-written data analyst cover letter can greatly increase your chances of landing an interview. It is important to highlight relevant skills, experiences, and accomplishments to showcase your value as a potential candidate. Additionally, make sure to proofread for any errors or inconsistencies before submitting the cover letter. 

A cover letter is always accompanied by a resume. A well-crafted resume can also set you apart from other candidates. Consider exploring this quick data analyst resume and template guide. 

If this blog has helped you craft a professional data analyst cover letter, leave us your feedback in the comment section below.

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Professional Data Analyst Cover Letter Example for 2024

Read for inspiration or use it as a base to improve your own Data Analyst cover letter. Just replace personal information, company application data and achievements with your own.

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Read a real data analyst cover letter example

What to write in a data analyst cover letter, key takeaways.

Data analyst cover letters are a must if you are really passionate about interviewing for a certain job.

They are the perfect opportunity to outline your technical and soft skills and also to highlight your enthusiasm.

If you have never written a cover letter, or you need a quick reminder of what to include, we have the perfect step-by-step guide for you.

So read on to find out how to write that job-winning data analyst cover letter, and remember to check out our sample below.

data analyst coverletter.png

Cover letters denote the most important elements (skills, achievements) within your resume - and also highlight your commitment to the application process.

The thing to remember is to keep them short and sweet.

If you’re not sure how long your cover letters should be - check out this guide about the perfect length of your cover letter .

But more information about writing your data analyst cover letter, you will find in the article below.

We'll also be showcasing:

  • the art of the salutation and powerful introduction;
  • skill-word optimization;
  • how to seize the opportunity to show you've done your homework;
  • ending on a high note;

…and a few practical tips that may come in handy when you're writing your cover letter for a data analyst role.

Choose the right salutation

Your data analyst cover letter is an opportunity to showcase your attention to detail.

Thus, those small, insignificant - or so you may think - details make a world of difference.

That's why it's essential to start your cover letter the right way - with the correct salutation.

Of course, this would depend on whether you do or don't know the name of the recruiter.

In the first scenario, you can use any of the following salutations:

  • Dear Mr/Ms/Mrs [Last Name],
  • Dear [First and Last Name],

While in the second scenario, we recommend:

  • To the [name of team you are applying for a position in] Department,
  • Dear [title of the person you would report to],
  • Dear [position title] Hiring Manager,
  • Dear [name of team or department you’re applying for a position in],

This may be common knowledge, but you want to put your best foot forward from the very start.

And still not sure how to start off your cover letter?

Check out our extensive guide on the best way to address your data analyst cover letters here .

Craft a strong introduction

Now that you've written a proper greeting, we come across one of the most important parts of your cover letter.

The introduction.

Most recruiters may just read these first few sentences - that's why you should put a bit more thought into them.

The introduction should consist of two parts - each long about a sentence, as the cover letter isn’t a detailed retelling of your resume. But rather telling the story of your most-prominent professional achievements.

On a side note - if you want to find out more about how to tell stories within your cover letter, check out this article – How to Tell a Story on Your Cover Letter .

Within the first part of your introduction, you should answer why the company should choose you for the data analyst role.

Consider why your experience makes you the best candidate for the role.

So here you can briefly mention your 2 or 3 proudest achievements - with a focus on outcomes and results.

For example - "The databases I've created, serves as a company-wide knowledge center used to train new employees."

Rather than - "I have done 2 databases."

If you're still struggling, you can do a bit of reverse engineering in your writing.

Here's how:

  • Check out the requirements within the job advert and list 2/3 skills that are most common.
  • Use your experience to illustrate those skills with achievements (again, results first).
  • What follows is the second part of your introduction - which looks at the future.

Think about how you'd make the team, role, or company better - what you'd bring to the table.It could be your technical knowledge, but also a set of soft skills that you possess.

Your cover letter introduction is the opportunity to make a memorable, focused, and systematic experience for the recruiters.

Emphasizing your data analyst skills in your cover letter

Next follows the body of your cover letter - it's an opportunity to go further into detail about your specific skill set .

When writing about your skills, always quantify your achievements.

This goes to show that you haven't merely done a specific task, but rather that you're focused, results-oriented, and wish to achieve more.

Also, remember how in the introduction we recommended you use the job description for inspiration?

Well, this strategy is also good for passing the applicant tracking system (ATP) with your cover letter.

If the job description lists specific skills and requirements, make sure you include them in the body of your cover letter.

Sort of like keywords.

An example of such technical skills could be your knowledge of:

  • Spreadsheets (Microsoft Excel, Google Sheets),
  • Mathematical/statistical skills.

And if you're still wondering what skills you should write about - consider what you're best at or what you love the most about your current position.

Including this within your cover letter would show a sense of emotion and attachment to your work.

On a final note about the cover letter body - don't forget about your soft skills. Within the panel below, you'll find our recommendations.

Top Data Analyst Soft Skills for Cover Letters

Interpersonal communication - your role would be to make data accessible for different departments within the organization/company. That's why an ability to communicate with different departments and colleagues is a definite must.

Presentation skills - data analysts make complex data sets more user-friendly. Think about a scenario where you have translated and presented data using both your technical and communication skills.

Problem-solving - the ever-present question within your work: "how to get from x to y"? Make sure your cover letter can illustrate scenarios where you have faced similar situations.

Show that you did your research before applying

How do you further highlight your engagement for the data analyst role within your cover letter?

Within the second-to-last paragraph of your letter, you have the opportunity to show that you've done your homework about the company.

In a couple of sentences, you can write about:

  • the problems they are facing and how you aim to solve them,
  • company-wide achievements and recognitions and what impresses you about them.

Think of this as a section where you can present more than just technical and soft skills - but rather that passion to work in this company.

The final call to action

And so you’ve finally reached the ending of your cover letter.

This is the time to express gratitude to the recruiters for reviewing your application and also to propose the next action steps.

The final paragraph of your cover letter should include an active call to action - whether that’s to organize an interview or an initial call to find out more about the role.

It really is up to you, but make sure you leave a good impression.

  • Data analyst cover letters are an opportunity to outline your experience by showcasing your interest in the position
  • Always keep your data analyst cover letters short, sweet, and with intent
  • When listing your achievements, make sure you quantify them
  • When in doubt, check back the job requirements for inspiration regarding skill set and achievements

Make sure you proofread your cover letter - paying special attention to formatting, precise numbers, and paragraph style. A clear, concise, and formatted cover letter shows not only purpose but also a keen eye for details.

Data Analyst cover letter

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Fresher Data Analyst Cover Letter Example

Cover Letter Examples

Cover letter guidelines, how to format an fresher data analyst cover letter, cover letter header, cover letter header examples for fresher data analyst, how to make your cover letter header stand out:, cover letter greeting, cover letter greeting examples for fresher data analyst, best cover letter greetings:, cover letter introduction, cover letter intro examples for fresher data analyst, how to make your cover letter intro stand out:, cover letter body, cover letter body examples for fresher data analyst, how to make your cover letter body stand out:, cover letter closing, cover letter closing paragraph examples for fresher data analyst, how to close your cover letter in a memorable way:, pair your cover letter with a foundational resume, key cover letter faqs for fresher data analyst.

You should start your Fresher Data Analyst cover letter by addressing the hiring manager directly, if possible. Then, introduce yourself and state the position you're applying for. Mention where you found the job posting and express your enthusiasm about the opportunity. For example, "Dear Mr. Smith, I am excited to apply for the Data Analyst position at XYZ Company, which I discovered on your website. As a recent graduate in Data Science from ABC University, I am eager to apply my skills in a practical setting." This introduction is professional, direct, and shows your interest in the role. It also sets the stage for you to delve into your qualifications and why you're a good fit for the position.

The best way for Fresher Data Analysts to end a cover letter is by expressing enthusiasm for the opportunity, summarizing their qualifications, and inviting further discussion. They should reiterate their interest in the role and the company, and how their skills align with the job requirements. For example, "I am excited about the opportunity to bring my analytical skills and passion for data to this role. I am confident that my abilities can contribute to your team and I look forward to potentially discussing this further." Lastly, they should thank the hiring manager for their time and consideration. This approach leaves a positive impression, shows eagerness, and opens the door for further communication.

Fresher Data Analysts should include the following elements in their cover letter: 1. Introduction: Start with a brief introduction about yourself and your interest in the role. Mention where you found the job posting and why you are interested in the position. 2. Education: Highlight your educational qualifications, especially if you have a degree in a relevant field like statistics, mathematics, computer science, or data science. Mention any relevant coursework or projects that you've completed. 3. Skills: As a data analyst, you should have strong analytical skills, proficiency in programming languages like Python or R, and experience with data visualization tools like Tableau or PowerBI. Mention these skills and any others that are relevant to the job description. 4. Experience: Even as a fresher, you may have gained experience through internships, academic projects, or volunteer work. Describe any experience you have in data analysis, emphasizing the results you achieved and the impact you made. 5. Problem-Solving Abilities: Data analysts often need to solve complex problems, so provide examples of your problem-solving abilities. This could be a challenging project you completed or a problem you solved during your studies. 6. Passion for Data: Show your passion for data analysis. This could be through personal projects, participation in data analysis competitions, or continuous learning efforts. 7. Soft Skills: Mention any relevant soft skills, such as communication, teamwork, or attention to detail. These skills are often just as important as technical skills in a data analyst role. 8. Conclusion: Conclude by expressing your enthusiasm for the role and your eagerness to contribute to the company. Thank the employer for considering your application and express your interest in discussing the role further in an interview. Remember, your cover letter should be tailored to each job application, highlighting the skills and experiences that are most relevant to the job description. It should complement your resume, not repeat it, providing a more personal and detailed explanation of why you are a good fit for the role.

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3 data analyst intern cover letters.

Approved by real hiring managers, these Data Analyst Intern cover letters have been proven to get people hired in 2024. A hiring manager explains why.

Hiring Manager for Data Analyst Intern Roles

Table of contents

  • Data Analyst Intern
  • Senior Data Analyst
  • Alternative introductions for your cover letter
  • Data Analyst Intern resume examples

Data Analyst Intern Cover Letter Example

Why this cover letter works in 2024, highlighting relevant skills.

In this sentence, the cover letter demonstrates the candidate's relevant technical skills necessary for the role, making it clear that they are well-equipped to handle the job responsibilities.

Emphasizing teamwork and communication

By highlighting their experience with collaboration and effective communication, the candidate showcases their ability to work well with others and contribute to a positive work environment.

Expressing genuine excitement

This sentence demonstrates the candidate's enthusiasm for the role by mentioning a specific area of interest within the company, showing that they have done their research and are truly passionate about the opportunity.

Professional gratitude

By expressing gratitude for the hiring manager's time and consideration, the candidate comes across as polite and respectful, which can leave a positive impression.

Achievement with Context

By shedding light on how you transformed raw data to actionable insights during your time at university, you're not just listing an achievement, but you're giving it context. This tells me you can apply what you've learned in a practical, real-world setting. It shows you're ready to hit the ground running.

Showcasing Special Skills

You're not just a data analyst, but a data analyst who knows machine learning. That's a big deal. It's a specific, high-demand skill that differentiates you. By mentioning a project where you used it, you're telling me you can apply this skill to deliver real results.

Senior Data Analyst Cover Letter Example

Leadership in action.

You've shown you can lead a team and not just any team, a team of analysts working on a complex project. This tells me you're not just technically skilled but that you're a capable leader. And as a Senior Data Analyst, leadership skills are just as important as technical skills.

The Impact of Technical Skills

By specifying how you used machine learning to optimize marketing campaigns and boost conversion rates, you're marrying your technical skills with business impact. For me, this is crucial. It shows you can use your skills to drive tangible results that benefit the business.

Alternative Introductions

If you're struggling to start your cover letter, here are 6 different variations that have worked for others, along with why they worked. Use them as inspiration for your introductory paragraph.

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Business Analyst Cover Letter Examples For 2024 (20+ Skills & Templates)

good cover letter examples for data analyst

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Looking to score a job as a Business Analyst?

You're going to need an awesome cover letter. This guide is your one-stop-shop for writing a job-winning Business Analyst 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 Business Analyst 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 Business Analyst Cover Letter
  • The Best Skills To Include On A Business Analyst Cover Letter

How To Address A Business Analyst Cover Letter

  • 3 Business Analyst Cover Letter Examples

The 8 Best Business Analyst Cover Letter Templates

3 tips for writing a job-winning business analyst cover letter.

Here's the step-by-step breakdown:

Business Analyst 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 Business Analyst?

When recruiting for a Business Analyst role, companies typically seek candidates with advanced analytical skills. This includes proficiency in areas such as data analysis, and modeling, and the ability to interpret complex data to drive informed business decisions. Additionally, technical proficiency in business intelligence tools, databases, and programming languages relevant to the industry is highly valued.

Companies also seek candidates with strong communication and problem-solving skills, who can work collaboratively within diverse teams and adapt to changing business environments.

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 Business Analyst cover letter:

  • Properly address your letter: Begin your letter by addressing the hiring manager or team. Don't forget to state the specific Business Analyst 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 proficiency with specific languages and tools: Showcase your most relevant skills for the role, such as data analysis, project management, documentation, communication, 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, concise, and easy to read. Stick to one page and focus on the most relevant information.
  • End with a call to action: Close with a compelling 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 Business Analyst 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 Business Analyst Keywords

The first is to leverage our list of the best keywords and skills for a Business Analyst cover letter.

These keywords were selected from an analysis of  real Business Analyst job descriptions sourced from actual job boards. Here they are:

  • Communication
  • Development
  • Documentation
  • Project Management
  • Implementation
  • Organization
  • Work Independently
  • Problem-Solving
  • Cross-Functional

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.

Business Analyst Hard Skills

Here's how it works:

  • Open a copy of your updated Business Analyst cover letter
  • Open a copy of your target Business Analyst 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:

To start, paste your target job description (or multiple job descriptions) into the box below:

Scan to help you identify keywords and skills within your target job description.

Scanning...

If you're more of a visual learner, here's a video walking through this whole process so you can follow along:

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:

Example of Starting A Cover Letter With The Hiring Manager's Name

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:

Example of Starting A Cover Letter With The Team & Company

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 Business Analyst Cover 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 Business Analyst roles:

Business Analyst 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:

Business Analyst Cover Letter Example #1 - Traditional - New

Business Analyst Cover Letter Example #2: A Non-Traditional Background

Our second cover letter example comes from a candidate looking to transition from Sales to a Business Analyst role. This cover letter demonstrates how the author identifies and communicates their transferable skills:

Business Analyst Cover Letter Example #2 - Non-traditional Background

Business Analyst Cover Letter Example #3: Business Analyst With a Career Gap

Our third example highlights a candidate with traditional experience who has a career gap. Here is what their cover letter might look like:

Business Analyst Cover Letter Example #3 - Career Gap

At this point, you know all of the basics you'll need to write a Business Analyst 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:

good cover letter examples for data analyst

Free Job-Winning Cover Letter Templates, Have AI Write Yours in Less Than 2 Minutes .

Choose a cover letter template below to get started:.

good cover letter examples for data analyst

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:

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 revenue increase you helped achieve
  • The operational costs you helped reduce
  • The market research you have conducted

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

Quality Impacts Perceived Value - Car Example

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:

Matching Cover Letter And Resume

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 Business Analyst 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 Business Analyst interviews and job offers.

Now that your cover letter is taking care of, be sure to check out our guide on writing a job-winning Business Analyst resume (with examples!).

good cover letter examples for data analyst

Paula Martins

Paula is Cultivated Culture's amazing Editor and Content Manager. Her background is in journalism and she's transitioned from roles in education, to tech, to finance, and more. She blends her journalism background with her job search experience to share advice aimed at helping people like you land jobs they love without applying online.

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