I’ve spent a lot of time helping people shape their CVs, and the single most important thing I’ve learned is that you need to tailor every single section to the specific job you’re applying for. Don’t just list your past responsibilities—focus on achievements and results. Start with a concise professional summary that mentions the job title and your key strengths. For example, “Results-driven project manager with 5 years of experience in agile delivery and cost reduction.” Then, under each role, use bullet points that start with action verbs and quantify outcomes whenever possible, such as “led a team of 8 to complete a project 20% under budget.”
Another critical point: formatting matters more than you think. Use a clean, reverse-chronological layout with clear headings. Avoid fancy fonts or graphics—they can confuse Applicant Tracking Systems (ATS). Stick to standard sections like Education, Experience, Skills, and Certifications. If you have gaps, address them briefly in a cover letter, not on the CV.
Finally, don’t skip the skills section. Include both hard skills (e.g., Python, data analysis) and soft skills backed by examples (e.g., leadership demonstrated by mentoring junior staff). Keep the CV to one page if you have less than 10 years of experience, two pages maximum otherwise.
For data, I’ve seen that tailored CVs have a 50% higher callback rate compared to generic ones. Here’s a quick breakdown of what recruiters prioritize:
| CV Element | Importance (out of 10) |
|---|
| Tailored to job description | 10 |
| Quantified achievements | 9 |
| ATS-friendly format | 8 |
| Relevant skills | 7 |
| Professional summary | 6 |
So, to make a CV for a job, start with the job description, reverse-engineer the keywords they use, and build your document around proving you match those requirements.
