Entry-level quantitative analyst CV in 2025, in the United Kingdom. This guide helps you build a clear CV that highlights your quantitative skills, practical projects, and analytical thinking so you can stand out when applying for junior quant roles in the UK job market.
Building a Quantitative Analyst resume?
Skip the blank page. Start with a template built for this role, then tailor it for each job you apply to.
Tip: use the template as a starting point, then swap in your own numbers and project names.
Why an entry-level quantitative analyst CV matters
In the UK, hiring managers see many applicants with similar degrees. Your CV must show you can turn theory into measurable work and contribute to modelling, data cleaning, or research from day one.
Focus on evidence rather than vague claims so UK reviewers can quickly assess your fit for junior quant roles in the market.
Entry-level quantitative analyst CV: Format and structure
Adopt a clean, reverse-chronological CV unless you have a highly relevant nontraditional background that benefits from a functional section. Start with a concise Profile (2 lines) that summarises your analytical focus, key tools, and one measurable accomplishment.
Follow with Education and professional qualifications, Technical Skills, Relevant Experience and Projects in that order so UK recruiters find critical details quickly. Use DD/MM/YYYY date format, keep to 2 pages (1 page early in your career), and include right-to-work status and your National Insurance if required by the vacancy.
Present contact details at the top and reference UK job boards such as Reed, Indeed UK, Totaljobs, and LinkedIn in your profile if relevant.
Entry-level quantitative analyst CV: Experience and project bullets
Write bullets that start with a strong action verb and end with a measurable outcome whenever possible. For internships and projects, describe the problem you solved, the method you used, and the result with numbers such as percentage improvement, time saved, or dataset size.
If you lack paid experience, include course projects or competitions and treat them like short consulting engagements with clear deliverables and outcomes, using the STAR framework.
Entry-level quantitative analyst CV: Skills, tools, and coursework
Include a concise skills section listing programming languages, statistical tools, and libraries you actively use. Group items under one heading to save space (e.g.
Python, R, SQL; NumPy, pandas, scikit-learn; Excel). Add 2-4 relevant coursework entries only if they reinforce hands-on experience, such as Time Series Analysis, Financial Modelling, or Probabilistic Modelling.
Mention UK-specific courses or certifications if applicable.
Education and professional qualifications
List your degree, institution, and graduation date (DD/MM/YYYY) along with classification (e.g. 2:1).
Include GCSEs and A-levels with grades if you are early in your career. Mention UCAS points and note any participation in a Russell Group university.
Include any professional qualifications (e.g. CFA, FRM) with dates.
For healthcare analytics roles, reference NHS pay bands. Include right-to-work status at the top of the CV if required by the employer.
UK CV conventions
UK CVs typically use reverse-chronological order and aim for 1-2 pages. Include name, contact details (address optional), LinkedIn and GitHub where relevant.
Do not include photos, date of birth, or marital status. Use DD/MM/YYYY for dates, a plain font, and bullet points to improve readability. emphasise right-to-work status and, if applicable, visa details.
Tailor each CV to the job description, and reference UK job boards like Reed, Indeed UK, Totaljobs, and LinkedIn. If you are a student or graduate, start with a short profile and a concise note about your education and key projects.
Additional Tips
- 1Host reproducible examples on GitHub with a short README that explains the problem, data source, method, and results so you can link directly from your CV.
- 2Prepare short STAR-style stories for 4 to 6 bullets on your CV so you can expand them easily in interviews.
- 3Run your CV through a plain-text copy to check for ATS keyword matching, then refine wording to match the posting.
- 4Use consistent verb tense and formatting to keep the CV professional and easy to scan.
- 5Include a short profile line with your primary tools and one highlight, for example Python, SQL, and a project that reduced error by X percent.
- 6Tailor your CV to the job description by mirroring keywords from UK job boards such as Reed, Indeed UK, Totaljobs, and LinkedIn.