How to write a cover letter from the job description
Treat the job description as a brief. Find the two or three needs it repeats, match each one to a specific thing you have done, and build three short paragraphs around the strongest match. Use their words where they honestly describe your work, and leave out any need you cannot back up with a real example.
What should you look for in a job description?
A posting is the team telling you what keeps them busy. Most of it is boilerplate, so read it with a pen and mark only the parts that are specific to this job.
- The first two or three responsibilities. That is what the job mostly is, day to day
- Anything said twice. A tool, a skill or an outcome that shows up in both the duties and the requirements is the thing they care about most
- The split between required and nice to have. Your letter is about the first list
- The product, team or customer they name. It is the easiest real reason to want this job over another
Skip the equal-opportunity statement, the benefits and the lines every posting carries, like "team player" and "fast learner." Nobody hires on those, and a letter that answers them sounds like everyone else’s.
How do you match the posting to your own experience?
For each need you marked, write one line from your own life that proves it: a project, a class, a part-time job, a club role. One line each, specific enough that someone could ask you about it in an interview.
If you cannot find a real line for a need, leave that need out of the letter. The resume already shows what you have. The letter is for the strongest match, told well.
I am proficient in SQL and have strong data analysis skills.
For my capstone I wrote the SQL that pulled two years of campus dining data into one table, and our recommendations changed the spring menu.
How do you turn the match into three paragraphs?
Half a page, three short paragraphs, each with one job:
- Why this role: one line from the posting that made you want it, and why, in your own words
- Your best match: the strongest line from your list, told as a short story with what changed because of it
- The close: one plain sentence saying you would like to talk
That is the whole letter. No paragraph summarizing your resume, because they already have it. No apology for the requirements you do not meet, because the letter argues for you.
Should you copy keywords from the job description?
Use their words where they honestly describe your work. If the posting says "dashboards" and you built one, say dashboard, not "data visualization solution." It helps the software that screens applications, and it helps the person skimming for the thing they asked for.
What does not work is pasting their list back at them. "I have experience with Python, SQL, Tableau, Excel and stakeholder management" is a keyword list in a sentence costume. One requirement, proven with one real example, beats five named in a row.
Can AI write a cover letter from the job description?
It can write the draft, as long as it has both halves: the posting and your real resume. A generator that only sees the job description writes about an imaginary candidate who matches it perfectly, and that letter either sounds generic or says things you have not done.
QuickCruit writes cover letters from the job description and the resume you tailored for it, in your voice, and you edit every line before it goes anywhere. The free plan covers 10 jobs a month, each with a tailored resume and a cover letter.
Asked.Answered.
Half a page, three short paragraphs. A full page is the ceiling.
Write the letter about the requirements you do meet, with real examples, and do not mention the rest. Postings describe an ideal; the person reading knows that.
Yes, once, exactly as written, along with the company name spelled correctly. Mixed-up titles and names are the fastest way to look like a mass mailing.
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