Professional Entry-Level Data Scientist Cover Letter Examples for 2024

Home > 
Professional Entry-Level Data Scientist...

Your entry-level data scientist cover letter should highlight your passion for data science and analytics. Demonstrate a solid foundation in statistical methods and machine learning techniques. Showcase any relevant academic or project experience, and don't forget to emphasize your problem-solving abilities. It's crucial to illustrate how you can translate data insights into actionable business strategies.

Embarking on your data scientist career journey, you're ready to apply for jobs, and as you scan through the requirements, you notice a cover letter is often a must. Crafting this one-page introduction shouldn't be a resume echo; it's your chance to narrate your proudest professional achievement with sincerity, dodging those overused clichés. This guide empowers you to compose a compelling entry-level data scientist cover letter that portrays the unique story behind your biggest successes.

Discover our guide on writing your entry-level data scientist cover letter with tips and tricks on how to:

  • Introduce your profile to catch recruiters' attention;
  • Use professional templates and examples to make sure your entry-level data scientist cover letter follows the best industry standards;
  • Settle on your most story-worthy achievement to shine a light on what makes your application unique;
  • Write a entry-level data scientist cover letter, even when you lack professional experience.

Ready to start with the basics: upload your resume to Enhancv's AI, below, to see the entry-level data scientist cover letter it would write for you.

Entry-Level Data Scientist cover letter example

Carla Jensen

Washington, USA


Dear Hiring Manager,

It is with a keen interest in data analytics and its profound impact on business strategy that I submit my application for the Data Scientist position at your esteemed company. My academic foundation, complemented by hands-on experience at forefront industry players, has equipped me with valuable insights and technical prowess to contribute effectively to your team.

While at Google, I orchestrated a data analytics project that directly supported the marketing division, curbing operational time by a remarkable 15%. My skills in analyzing large datasets fostered actionable insights that bolstered lead generation by an impressive 10%. These contributions were a testament to my data acumen and my penchant for leveraging statistical analysis in making strategic business decisions.

I am eager to further discuss how my background, skills, and enthusiasms for data science align with the goals of your organization. My proactive approach to data analysis and model implementation has consistently translated to enhanced operational efficiency and informed decision-making. I am looking forward to the opportunity to share my journey with you and explore how I can contribute to your team's success.


Carla Jensen

Data Scientist
What makes this cover letter good:

  • Emphasizing relevant project experience, such as leading a data analytics project at a major company like Google, demonstrates the ability to apply skills in a real-world business context, which is crucial for a Data Scientist role.
  • Quantifying achievements (e.g., reducing operational time by 15%, increasing lead generation by 10%) is powerful, as it provides concrete evidence of the candidate's impact and effectiveness in their previous positions.
  • Expressing willingness to discuss the alignment of the candidate's background and skills with the organization's goals highlights a proactive mindset and genuine interest in contributing to the company's success.
  • Outlining specific technical skills (e.g., statistical analysis, data model implementation) directly addresses the key competencies necessary for a Data Scientist and reassures the prospective employer of the candidate's capability in these areas.

What about your entry-level data scientist cover letter format: organizing and structuring your information

Here is one secret you should know about your entry-level data scientist cover letter assessment. The Applicant Tracker System (or ATS) won't analyze your cover letter.

You should thus focus on making an excellent impression on recruiters by writing consistent:

  • Header
  • Greeting
  • Introduction
  • Body paragraphs (and explanation)
  • Promise or Call to action
  • Signature (that's optional)

Now, let's talk about the design of your entry-level data scientist cover letter.

Ensure all of your paragraphs are single-spaced and have a one-inch margins on all sides (like in our cover letter templates).

Also, our cover letter builder automatically takes care of the format and comes along with some of the most popular (and modern) fonts like Volkhov, Chivo, and Bitter.

Speaking of fonts, professionals advise you to keep your entry-level data scientist cover letter and resume in the same typography and avoid the over-used Arial or Times New Roman.

When wondering whether you should submit your entry-level data scientist cover letter in Doc or PDF, select the second, as PDF keeps all of your information and design consistent.

top sections icon

The top sections on a entry-level data scientist cover letter

  • Header: Include your contact information, the date, and the employer's contact information to ensure the recruiter can easily follow up with you.
  • Greeting: Address the recruiter or hiring manager by name to personalize your cover letter and demonstrate attention to detail.
  • Introduction: Begin with a strong opening that outlines your enthusiasm for data science and introduces your background as it relates to the position.
  • Body: Detail your relevant experience, particular data science projects, and the technical skills you possess, such as proficiency in programming languages and data analysis, to showcase your suitability for the role.
  • Closing: Reaffirm your interest in the position, express your availability for an interview, and thank the recruiter for considering your application to convey professionalism and eagerness to join their team.
top sections icon

Key qualities recruiters search for in a candidate’s cover letter

  • Strong proficiency in programming languages such as Python or R: Vital for handling data processing, analysis, and machine learning tasks.
  • Knowledge of data manipulation and analysis tools like SQL, pandas, and NumPy: Necessary for efficient data cleaning, transformation, and extraction of insights.
  • Experience with machine learning frameworks and libraries such as scikit-learn, TensorFlow, or PyTorch: Demonstrates the ability to apply predictive models and advanced analytics in practical scenarios.
  • Understanding of statistical analysis and mathematical modeling: Fundamental for interpreting data correctly and ensuring analytical rigor.
  • Familiarity with data visualization tools and libraries such as Matplotlib, Seaborn, or Tableau: Helps in presenting data insights in a comprehensible manner for stakeholders.
  • Strong problem-solving skills and a critical thinking mindset: Essential for hypothesizing and testing data-driven solutions to complex business problems.

Kick off your entry-level data scientist cover letter: the salutation or greeting

When writing your entry-level data scientist cover letter, remember that you're not writing for some complex AI or robot, but for actual human beings.

And recruiters, while on the lookout to understand your experience, would enjoy seeing a cover letter that is tailored to the role and addresses them. Personally.

So, if you haven't done so, invest some time in finding out who's the hiring manager for the role you're applying to. A good place to start would be LinkedIn and the corporate website.

Alternatively, you could also get in touch with the company to find out more information about the role and the name of the recruiter.

If you haven't met the hiring manager, yet, your entry-level data scientist cover letter salutation should be on a last-name basis (e.g. "Dear Mr. Donaldson" or "Dear Ms. Estephan").

A good old, "Dear HR Professional" (or something along those lines) could work as your last resort if you're struggling to find out the recruiter's name.

top sections icon

List of salutations you can use

  • Dear Hiring Manager,
  • Dear [Specific Department] Team,
  • Dear [Company Name] Recruiter,
  • Dear Mr./Ms. [Last Name],
  • Respected [Job Title] Hiring Committee,
  • Dear [Job Title or Department] Search Committee,

Using your entry-level data scientist cover letter intro to show your dedication

We know just how difficult it is to start writing your entry-level data scientist cover letter introduction.

There are so many great qualities you have as a professional, which one should you choose?

How about writing up to two sentences about your passion and commitment to the work you do or are set to do?

Try to describe exactly what you enjoy about the potential role.

A positive attitude from the get-go will help you stand out as a motivated entry-level data scientist professional.

Intro Paragraph
Immersed in the latest data science techniques and driven by a proven aptitude for analytics, I am keen to contribute to [Company]'s forward-thinking approach to data-driven decision-making. The commitment of [Company] to not only leverage big data but to also foster a culture of innovative solutions resonates deeply with my professional philosophy and academic background.

What to write in the body of your entry-level data scientist cover letter

Now that you've got your intro covered, here comes the heart and soul of your entry-level data scientist cover letter.

It's time to write the middle or body paragraphs. This is the space where you talk about your relevant talent in terms of hard skills (or technologies) and soft (or people and communication) skills.

Keep in mind that the cover letter has a different purpose from your entry-level data scientist resume.

Yes, you still have to be able to show recruiters what makes your experience unique (and applicable) to the role.

But, instead of just listing skills, aim to tell a story of your one, greatest accomplishment.

Select your achievement that:

  • covers job-crucial skills;
  • can be measured with tangible metrics;
  • shows you in the best light.

Use the next three to six paragraphs to detail what this success has taught you, and also to sell your profile.

Body Paragraph
During a recent internship, I developed a machine learning model that improved prediction accuracy by 15% over previous iterations, streamlining the forecasting process for our key product's sales. This project involved data wrangling of over 1 million records, feature engineering, and fine-tuning algorithms, showcasing my analytical acumen and passion for turning data insights into actionable business strategies.

Final words: writing your entry-level data scientist cover letter closing paragraph

The final paragraph of your entry-level data scientist cover letter allows you that one final chance to make a great first impression.

Instead of going straight to the "sincerely yours" ending, you can back up your skills with a promise of:

  • how you see yourself growing into the role;
  • the unique skills you'd bring to the organization.

Whatever you choose, always be specific (and remember to uphold your promise, once you land the role).

If this option doesn't seem that appealing to you, close off your entry-level data scientist cover letter with a follow-up request.

You could even provide your availability for interviews so that the recruiters would be able to easily arrange your first meeting.

Closing Paragraph
I am eager to bring my data-driven insights to the team. Please feel free to reach out to schedule an interview at your convenience.

Addressing limited to no experience in the entry-level data scientist cover letter

There's nothing to worry about if you lack professional experience.

Your entry-level data scientist cover letter could bridge the gaps in your professional history by focusing on what matters most to recruiters, that's either:

  • skills - focusing on transferable ones you've gained, thanks to your life experience (e.g. volunteering, certificates, etc.);
  • achievements - select the most relevant and noteworthy one from your history (e.g. education, projects, etc.);
  • motivation - describe how you envision your professional growth in the next up to five years, thanks to this opportunity.

Key takeaways

Your entry-level data scientist cover letter is your best shot at standing out by showing your motivation and the unique skills you'd bring to the job:

  • Chose no more than one achievement, which you'd be talking about in the body of your entry-level data scientist cover letter, by focusing on skills and outcomes;
  • Address recruiters with their first or last name, or "Dear Hiring Manager" in your entry-level data scientist cover letter greeting;
  • Introduce in no more than two sentences what makes your profile unique (perhaps it's your motivation, enthusiasm, or appreciation of the company you're applying for);
  • Select the same font you have used in your resume (avoid Times New Roman and Arial, as most candidates tend to invest in them);
  • Close your entry-level data scientist cover letter with a promise of how you see yourself growing in the company and the benefits you'd bring about.
Rate my article:
Professional Entry-Level Data Scientist Cover Letter Examples for 2024
Average: 4.80 / 5.00
(564 people already rated it)
Volen Vulkov
Volen Vulkov is a resume expert and the co-founder of Enhancv. He applies his deep knowledge and experience to write about a career change, development, and how to stand out in the job application process.
AI Section BackgroundAI Section Lines

AI cover letter writer, powered by ChatGPT

Enhancv harnesses the capabilities of ChatGPT to provide a streamlined interface designed specifically focused on composing a compelling cover letter without the hassle of thinking about formatting and wording.

  • Content tailored to the job posting you're applying for
  • ChatGPT model specifically trained by Enhancv
  • Lightning-fast responses
Create a Cover Letter
Cover Letter Background
Cover Letter Example
AI Panel Box