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:
Here's the step-by-step breakdown:
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:
Let's dive deeper into each of these, so you have the exact blueprint you need to see success.
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:
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:
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:
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: