You’ve just sent the same cover letter to 60 different job roles, all beginning with “Dear Sir or Madam” and ending with 'Yours sincerely.'
Bad news: you may have just missed your chance to stand out, as generic cover letters are a very common pitfall in job applications.
Did you know recruiters typically shortlist candidates based on how well they meet the job criteria? Failing to address the key requirements can cost you the role.
In this guide, we’ll show you how to tailor your cover letter to align with the job advert or company, ensuring you showcase your value as a candidate.
Machine Learning cover letter example
Emily Cox
Wolverhampton, UK
+44 1234 567890
help@enhancv.com
- Specific Achievements: Highlighting tangible outcomes, such as the 18% increase in conversion rates, demonstrates the candidate's ability to leverage machine learning to achieve measurable business results.
- Technical Skills and Tools: Mentioning expertise in Apache Spark and experience in managing large datasets emphasizes the technical proficiency crucial for a Machine Learning Engineer role.
- Industry-Relevant Experience: Citing work at TechTonic Ltd and the impact of their contributions situates the candidate within a relevant professional context, showcasing how past roles have prepared them for future challenges.
- MLOps and Cloud Deployment: Addressing familiarity with MLOps and cloud-based ML deployments signifies readiness to handle modern machine learning processes, which are important in dynamic tech environments.
Importance of cover letters in the United Kingdom
Cover letters are a crucial tool in making your application personal and engaging.
Here are three reasons why they matter:
- Personalisation: Unlike a CV, a cover letter allows you to show your enthusiasm for the role, giving a more personal insight.
- Addresses details about your career: Whether you’re changing careers or have gaps in employment, your cover letter offers a space to explain these in a constructive way.
- Meeting the job requirements: Your cover letter should be unique and tailored, clearly showing how your skills align with the role requirements.
What UK employers expect from a cover letter
A great cover letter can set you apart when applying for jobs in the UK.
Follow these tips to ensure you make a strong impression:
- Research thoroughly: Spend time delving into the company’s website, social media, and industry news to understand their projects, awards, and future plans. The more specific your knowledge, the better you’ll be able to demonstrate your suitability for the role.
- Reflect their values: Every UK company has its own set of values that guides their culture. Once you’ve identified them, make sure your cover letter reflects how your values and work ethic align with theirs. If they’re known for integrity, emphasise your commitment to ethical practices.
- Tailor your skills: Focus on aligning your most relevant skills with the job description. Look for key terms and priorities mentioned in the advert, and make sure to provide examples of how you excel in those areas.
How to format a machine learning cover letter
Before diving into the content, the structure of your cover letter should include the following elements:
- Your address and contact details
- The employer’s name and address
- Date
- Salutation or greeting
- Opening or introductory paragraph
- Middle or body paragraphs
- Closing paragraph
- Sign-off and signature
When it comes to the best font choice, consider modern options like Lato, Rubik, Raleway, Volkhov, Chivo, or Bitter as alternatives to Arial or Times New Roman.
Your cover letter should be single-spaced, with approximately 1-inch (2.5 cm) margins all around (our templates are set up automatically with this spacing in mind).
Ensure your CV and cover letter use the same font for consistency, and always send them as a PDF to prevent edits and maintian formatting.
Lastly, while Applicant Tracking Systems (ATS—the software used to match your application to set requirements) won't read your cover letter, recruiters certainly will, so make sure it stands out.
How to write your machine learning cover letter salutation
First impressions often start with the greeting and in the case of your job application, 'Dear Sir or Madam' simply won't suffice.
Find out who’s hiring for the role—by calling or emailing the company, searching online, or using LinkedIn—and address them correctly.
Generally, you should address them by their surname (e.g., 'Dear Mrs Weasley'), but if you've spoken to them before, you might use their first name (e.g., 'Dear Albus').
How to write your machine learning cover letter intro
While your cover letter should remain professional, adding a touch of personality or humour can make you stand out.
Hiring managers sift through countless applications, day in and day out. Anything unique or personable that grabs their attention could give you a competitive edge.
But do your homework first to ensure a dash of creativity would be appropriate and suitable to the company culture.
How to write your machine learning cover letter body
You’ve personalised your greeting and introduction—now it’s time to focus on writing the body of your cover letter.
Instead of listing off skills and responsibilities from your CV, focus on one career highlight that’s relevant to the role.
Use your hard and soft skills, success metrics (e.g., percentages or sales figures), and the long-term impact it had on the company.
A concise, well-told story centred on your value as a candidate will make a strong impression.
How to write a closing paragraph
You’ve written a brilliant cover letter so far—so don’t undermine it at the very end.
If you think signing off with a polite 'Kind regards' or 'I look forward to hearing from you' will make a strong impression, think again.
A better approach is to make a tangible promise—one that reflects both personal and professional growth—and demonstrates your value to the recruiters.
Alternatively, encourage the hiring managers by asking when you might expect to hear back from them.
Conclusion
Creating a compelling cover letter is vital in making a positive first impression on potential employers. Personalise your letter by addressing the hiring manager directly and ensuring your skills align with the job description.
Highlight specific achievements that demonstrate your suitability for the role, and express genuine enthusiasm for the opportunity. Finally, maintain a professional format that complements your CV for a cohesive application.
