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Examples & writing guide

Graduate CV example and writing guide for 2026

Updated 17 June 2026

A good graduate CV turns study, part-time work and projects into credible evidence of what you can do. This guide explains how to structure yours, write a focused graduate personal statement and describe achievements even when your professional experience is limited.

Examples by experience level

01

Graduate CV example

Riley Sample
Graduate Business Analyst
Email: 
riley.sample@example.com
Location: 
Manchester, UK
Phone: 
+44 7700 900214
LinkedIn: 
https://www.linkedin.com/in/riley-sample-graduate
SUMMARY
Recent Business Management graduate with practical experience analysing survey data, coordinating student projects and improving routine administration in a part-time role. Confident using Microsoft Excel and Microsoft PowerPoint to turn detailed information into clear recommendations, with a record of meeting deadlines and working constructively with different groups. Seeking a graduate role with structured learning and early responsibility.
SKILLS
​
•
Microsoft Excel
•
Microsoft PowerPoint
•
Data analysis and interpretation
•
Business research
•
Problem solving
•
Teamwork and collaboration
•
Stakeholder communication
•
Report writing
•
Presentation delivery
•
Project coordination
•
Process improvement
 
EXPERIENCE
​
Customer Service Assistant
Meridian Retail Group
Jul. 2024
 - 
Present
Works part time alongside university commitments, handling customer enquiries, maintaining accurate records and supporting the store team during busy trading periods.
•
Resolved an average of 35 customer enquiries per shift while maintaining a 96% positive score across 50 recorded feedback responses.
•
Reorganised the weekly returns log in Microsoft Excel, cutting the time needed to prepare the supervisor's report from 90 minutes to 45 minutes.
•
Trained 4 new starters on till procedures, returns and customer handovers, helping each complete the induction checklist within their first 3 shifts.
•
Coordinated task allocation for a team of 6 during two peak weekend campaigns, with all scheduled price and display changes completed before opening.
Student Consultancy Project Analyst
Northbridge University Enterprise Hub
Feb. 2026
 - 
May 2026
Completed a university consultancy project for a small community enterprise, working in a five-person team to examine customer feedback and recommend practical service improvements.
•
Cleaned and categorised 428 survey responses, resolving 37 duplicate or incomplete records before the team began its analysis.
•
Built a Microsoft Excel dashboard covering 6 service measures, which helped the team identify the 3 issues mentioned most often by respondents.
•
Interviewed 8 service users and converted their comments into 4 practical recommendations, 3 of which the client accepted for further review.
•
Presented the final 18-slide proposal to 7 client and university representatives and answered 9 follow-up questions with supporting evidence.
Research Intern
Civic Insight Partnership
Jun. 2025
 - 
Aug. 2025
Supported a small research team during a summer internship by preparing data, checking records and summarising findings for internal project meetings.
•
Reviewed 620 questionnaire records and corrected 54 formatting or coding inconsistencies before analysis.
•
Summarised findings from 12 background documents into a 6-page briefing used by 4 project colleagues.
•
Created 9 charts in Microsoft Excel and Microsoft PowerPoint for a client presentation, completing the work 2 days before the internal deadline.
•
Introduced a file-naming checklist for 5 team members, reducing incorrectly stored documents from 14 in the first audit to 3 in the next.
EDUCATION
​
Bachelor of Arts, 2:1 (upper second-class honours)
Northbridge University

,

Business Management
2023
 - 
2026
•
Final-year project: analysed 312 student survey responses to examine the factors associated with participation in campus societies.
•
Led a team of 5 in a strategy simulation, coordinating 4 assessed submissions and achieving a final module mark of 74%.
•
Relevant study included business analytics, operations management, organisational behaviour and applied research methods.
ADDITIONAL INFORMATION
​
Languages: 
English (Native)

,

Spanish (Intermediate)
Interests: 
•
Behavioural economics
•
Five-a-side football
Volunteering: 
•
Volunteer Treasurer, Northside Community Food Project: recorded weekly income and expenditure, introduced a simple spreadsheet tracker and helped reduce month-end reconciliation time by 2 hours.
Other: 
•
Available to travel between UK offices for graduate scheme placements.

TemplateNavy Atlas4 / 5

Why this works

This graduate CV sample turns university projects, part-time work and an internship into clear evidence of analysis, teamwork and dependable delivery, using figures the candidate could explain at interview.

Continue writing your CV
02

Graduate Business Analyst

Jordan Sample
Graduate Business Analyst

 

Email: 
jordan.sample@example.com
Phone: 
+44 7700 900214
Location: 
Manchester, UK
LinkedIn: 
https://www.linkedin.com/in/jordan-sample-graduate
Summary
Business management graduate with two years of experience supporting operational analysis and improvement projects. Comfortable turning messy information into practical recommendations, coordinating colleagues and presenting findings to decision makers. Now seeking a graduate programme with varied assignments and room to take on greater responsibility.
Skills
​
•
Business analysis
•
Microsoft Excel
•
Microsoft PowerPoint
•
Data interpretation
•
Process mapping
•
Stakeholder communication
•
Problem solving
•
Team collaboration
•
Presentation delivery
•
Project coordination
 
 
Experience
​
Sep. 2024

-

Present
Graduate Business Analyst
, 
Meridian Retail Group
•
Analysed weekly service data across 18 branches and built a reporting workbook that cut preparation time from four hours to 90 minutes.
•
Mapped the customer returns process with colleagues from operations, finance and store teams, identifying five duplicated checks and helping reduce average handling time by 14%.
•
Coordinated a six-week trial of revised shift handovers at four branches; recorded feedback from 32 employees and presented recommendations adopted by all four managers.
•
Prepared monthly performance packs for senior managers, checking more than 1,200 data entries per cycle and maintaining a 99.5% accuracy rate.
Jul. 2023

-

Aug. 2024
Operations Placement Analyst
, 
Northbridge Utilities Partnership
•
Cleaned and reconciled 8,400 customer records for a service review, resolving 620 duplicate or incomplete entries before analysis began.
•
Reviewed 310 customer enquiries and grouped recurring causes, giving the service team evidence for changes that reduced repeat contacts by 11% over three months.
•
Created a tracker for 27 improvement actions across three departments, raising on-time completion from 68% to 89% during the placement.
•
Delivered a 15-minute findings presentation to 12 managers and answered questions on data quality, assumptions and recommended next steps.
Oct. 2021

-

May 2023
Student Project Assistant
, 
Campus Enterprise Hub
•
Helped organise eight employer workshops attended by 240 students, keeping registrations, room bookings and speaker requirements on schedule.
•
Surveyed 126 attendees and summarised the results, leading the team to shorten workshop introductions and add 20 minutes for practical exercises.
•
Managed a shared enquiry inbox during peak periods and answered 92% of 180 messages within two working days.
•
Supported a four-person student team that produced a market-entry report using 22 sources and received a mark of 74%.
Education
​
2020

-

2024
degree
Sheffield Metropolitan University

,

Business Management
•
Completed a placement year focused on operational analysis and service improvement.
•
Final-year consultancy project assessed customer retention options for a fictional subscription business and received a mark of 76%.
•
Served as project lead for a five-person research team, setting milestones and combining contributions into the final report.
Additional Information
​
Languages: 
English (Native)

,

Spanish (Conversational)
Interests: 
•
Behavioural economics
•
Five-a-side football
Volunteering: 
•
Volunteer employability mentor, Northside Student Network; supported six final-year students with application planning and interview practice.

TemplateGrey Frame5 / 5

Why this works

This example turns a placement year, university projects and early professional experience into clear evidence of analysis, teamwork and measurable delivery.

Continue writing your CV
03

Senior Data Analyst

Riley Sample
Senior Data Analyst
+44 7700 900214

·

riley.sample@example.com

·

https://www.linkedin.com/in/riley-sample-data
SUMMARY
Data analyst with six years of experience across operations, customer insight and commercial planning, beginning on a structured graduate programme. Experienced in leading small project teams, improving analytical processes and presenting practical recommendations to senior stakeholders.
EXPERIENCE
​
Senior Data Analyst
Northbridge Services Group
Apr. 2024
 - 
Present
Leads analytical projects for operations and commercial teams, covering project planning, quality review and communication of findings.
•
Led a four-person project team that rebuilt the monthly performance pack, reducing preparation time by 42 hours per reporting cycle and cutting late submissions from nine to two in six months.
•
Developed a demand forecast covering 18 service lines and £24 million of annual activity, improving forecast accuracy from 82% to 91% over two planning quarters.
•
Introduced automated validation checks across seven recurring datasets, reducing reported data errors by 68% and giving analysts a documented review process.
•
Coached five graduate analysts through structured project reviews; four progressed to independently managing stakeholder briefs within eight months.
Data Analyst
Meridian Consumer Co-operative
Jul. 2022
 - 
Mar. 2024
Delivered customer and operational analysis, created repeatable reporting processes and translated findings for non-technical managers.
•
Combined 1.8 million transaction records with customer-service data to identify three recurring causes of complaints, supporting changes that reduced repeat contacts by 17%.
•
Replaced 11 manually maintained spreadsheets with a controlled reporting workflow, saving approximately 26 staff hours each month.
•
Built a weekly dashboard used by 14 regional managers, increasing on-time performance reviews from 71% to 94% within one quarter.
•
Presented pricing analysis for 320 products to commercial leaders, informing changes associated with a 6% improvement in gross margin across the reviewed range.
Graduate Data Analyst
Cedar Lane Infrastructure Partnership
Sep. 2020
 - 
Jun. 2022
Completed placements across analytics, finance and operations while taking responsibility for defined data and reporting projects.
•
Completed three eight-month placements across analytics, finance and operations, delivering six scoped projects for teams in two UK locations.
•
Cleaned and reconciled 480,000 asset records, raising completeness for priority fields from 76% to 96% before an annual planning exercise.
•
Created a reproducible analytical pipeline for a weekly service report, reducing production time from six hours to 50 minutes and removing four manual hand-offs.
•
Analysed delays across 1,200 work orders and identified a scheduling issue that helped the operations team reduce average completion time by 11%.
SKILLS
​
Data preparation and validation
Statistical modelling
Reproducible analytical pipelines
Microsoft Excel
Microsoft PowerPoint
Microsoft Word
Generative AI
Dashboard development
Forecasting and scenario analysis
Stakeholder communication
Project leadership
Team coaching
EDUCATION
​
degree
Westborough University

,

Economics and Data Analysis
2017
 - 
2020
•
Completed a final-year research project using statistical analysis to examine regional transport demand.
•
Led the analysis workstream for a four-person consultancy project and presented recommendations to an external judging panel.
ADDITIONAL INFORMATION
​
Languages: 
English (native)

,

Spanish (intermediate)
Interests: 
•
Open-data projects
•
Distance running
Volunteering: 
•
Volunteer data mentor for a regional graduate employability network, supporting 12 participants with spreadsheet projects and interview preparation during 2025.
Other: 
•
Available for occasional travel between UK offices.

TemplateBlue Horizon3 / 5

Why this works

This example traces a credible path from a graduate rotation to analytical leadership, using defensible measures of scale, ownership and results.

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Junior vs senior: what changes
AspectJuniorSenior
Evidence baseDraws mainly on degree projects, work experience, part-time employment and relevant extracurricular activity.Draws on sustained professional responsibility, delivery across several projects and evidence of broader organisational impact.
Personal statementLeads with career direction, relevant study and two or three well-supported transferable strengths.Leads with professional scope, leadership, specialist judgement and measurable outcomes.
ResponsibilityShows ownership of defined tasks and the ability to learn through hands-on work.Shows responsibility for priorities, standards, delivery and the work of other people.
CollaborationUses specific examples of contributing to group projects or working with colleagues to solve a problem.Shows leadership across functions, resolution of competing priorities and influence beyond the immediate team.
AdaptabilityUses study, placements or part-time work to show adjustment to new teams, subjects or settings.Shows effective delivery across functions, teams or locations, with evidence of managing change at scale.
ResultsUses modest, defensible measures such as project marks, deadlines, audience size, records processed or time saved.Uses larger measures tied to programme delivery, service improvement, quality, budgets or team performance, but only where the figures can be verified.

How to write a graduate CV

Use a simple reverse-chronological format, placing your most recent experience and education first. For most graduates, two pages provide enough room to show useful evidence without padding. A one-page CV can work when your experience is genuinely brief, but do not shrink the type or margins to force it.

A practical section order is contact details, personal statement, skills, experience, education and relevant extras. Move education above experience if your course contains the strongest evidence for the role. If you have substantial internships or directly relevant work, experience may deserve the earlier position.

SectionWhat to includeWhat to leave out
Contact detailsName, UK location, mobile, professional email and profile linkPhoto, date of birth and full street address
Personal statementTarget role, strongest evidence and the contribution you can makeGeneric claims that could describe any applicant
ExperienceJobs, internships, volunteering and projects with outcomesDuty lists with no context or result
SkillsAbilities supported elsewhere in the CVLong lists of unsupported buzzwords
EducationDegree details, dates, relevant modules or projects where usefulEvery module regardless of relevance
ExtrasRelevant societies, awards, languages or interestsFiller included only to occupy space

Write the personal statement last. Once the rest of the CV is finished, you can identify the two or three points that deserve space at the top. Keep it brief and tailor it to the vacancy.

Treat experience broadly. Paid employment matters, but a graduate CV with no experience can also use assessed projects, society roles, volunteering and independent work. For graduate-scheme applications, an internship, work experience placement, insight day or placement year may help you demonstrate experience. Describe the work honestly and use figures only when you can defend them.

Choose a compact skills section, then prove those skills through examples. Under education, give the exact degree title, institution, result or expected result, and dates. Add selected modules, a dissertation or a substantial group project only when these help the reader judge your fit.

Extras should earn their place. A committee role can show responsibility; a language may be useful in a particular post. Tailor the wording and section order for each application instead of sending the same graduate CV template everywhere.

Personal statement examples

Stronger example

Recent graduate with experience turning complex project findings into clear recommendations for academic and community audiences. Coordinated a five-person research project, maintained the delivery plan and presented the final analysis to 40 attendees. Seeking a graduate operations role where careful analysis, practical problem solving and dependable teamwork can support measurable service improvements.

Too generic

Hard-working graduate seeking an exciting opportunity with a successful company. I am a good communicator, work well alone or in a team and can learn anything quickly. I would like a role that lets me grow and use my many skills.

Writing your experience

Graduate experience sections often fail because they read like job descriptions. A recruiter already understands that a shop assistant served customers or that a student completed coursework. Your bullets need to show what you changed, produced, solved or learned, with enough context to make the result believable.

Use a simple pattern: action + scope + result. Start with what you did, add the size or difficulty of the task, then state the outcome. A metric can be a percentage, time saved, audience size, number of records, project mark, event attendance or value handled. It does not need to be financial. Use only figures you recorded or can verify; never invent a number because the sentence sounds stronger with one.

BeforeAfter
Helped with a university group projectCoordinated tasks for a five-person research project, submitted all milestones on time and earned a 72% final mark
Worked in a busy caféServed up to 90 customers per shift while balancing till duties and closing checks, with no cash discrepancies during the final six months
Managed social media for a societyPlanned a six-week event campaign that increased registrations from 45 to 78 compared with the previous term

The improved versions work because the reader can see the candidate's contribution, the scale involved and a result. If no numerical outcome exists, give a specific deliverable or change: drafted the handover guide adopted by the next committee, resolved a recurring booking error, or presented recommendations that the project sponsor accepted. Precision matters more than decorative language.

For academic work, name the question, method, constraints and output in plain language. A useful bullet might explain that you cleaned 1,200 survey records, checked inconsistencies and produced charts for a final report. For part-time work, focus on transferable evidence such as handling peaks in demand, training colleagues, improving an everyday process or dealing calmly with complaints. Volunteering and society positions deserve the same treatment when they support the vacancy.

Use direct verbs such as analysed, coordinated, designed, drafted, tested, resolved, scheduled, presented, improved and delivered. Avoid "helped with", "responsible for" and "involved in" when you can name your actual contribution. Keep each bullet to one main point. Three strong bullets usually say more than seven repetitive ones.

Tailor the evidence to the job specification. Match each important skill with a real example from study, work or another activity. For rotational graduate schemes, examples of adapting to a new team, subject or location can be useful because placements may span different functions, teams and sometimes locations. Do not claim flexibility as a personality trait alone; show the reader where you used it.

Key skills & ATS keywords

Hard skills

Microsoft ExcelMicrosoft WordMicrosoft PowerPointMicrosoft OutlookMicrosoft OfficeGenerative AIDigital tools and systemsOnline communicationNetworking platformsComputer proficiencySmartphone and tablet proficiencyData preparationReproducible analytical pipelinesStatistical modellingScientific investigation and interpretation

Soft skills

TeamworkCollaborationProblem solvingAdaptability across teams and functionsFlexibility about working locationsOwnership of assigned workHands-on learningScientific judgementService improvement thinkingCareer motivationEmployer researchCommunicating relevant evidence

ATS keywords

graduate schemegraduate traineebusiness rotationscross-functional placementshands-on experienceMicrosoft ExcelMicrosoft WordMicrosoft PowerPointMicrosoft OutlookMicrosoft OfficeGenerative AIdigital tools and systemsonline communicationteamworkcollaborationproblem solvingdata preparationreproducible analytical pipelinesstatistical modellingscientific investigations

Education & certifications

Education usually carries more weight on an early graduate CV than it does later in a career. List your newest qualification first, using its exact title, institution, location if useful, completion date and confirmed or expected result. Keep the wording factual. If the result is pending, label it as expected rather than presenting it as awarded.

Beneath the degree, select evidence that supports the vacancy: a dissertation, substantial project, relevant modules or an assessed presentation. Give the project a short descriptive title and add one or two lines on the method, scope and outcome. Avoid copying the course catalogue. The reader needs to understand what you did, not every topic the course offered.

Graduate schemes set their own entry terms, so check each advert carefully. A graduate scheme is an entry-level training programme that applicants may apply for if they have a degree. Graduate-scheme applicants will usually need at least a 2:1 (upper second-class honours), while some schemes allow a 2:2 (lower second-class honours) when the applicant shows potential and has a good CV. These are route-specific conditions rather than rules for every graduate job.

Some programmes publish narrower requirements. External applicants to HMRC's Finance Graduate Scheme need a degree with minimum 2:1 in any subject. Existing civil servants applying through that scheme need a minimum Level 4 qualification or equivalent. Applicants to the same scheme must be successfully assessed against the Level 7 Apprenticeship Standards and must not undertake another apprenticeship or government-funded qualification at the same time. State these conditions only when discussing that particular application; do not present them as general graduate requirements.

Do not add a certification merely because it appears in another candidate's graduate CV sample. Include a named credential only when you actually hold it and it is relevant to the vacancy. Record its exact name, awarding body and completion date. If it expires, include the status or date accurately rather than implying that it remains valid.

For short courses without a formal credential, a small "Additional training" line may be clearer than a certifications section. Remove weak school-level detail once your degree and later evidence make it redundant, unless an employer specifically asks for it. The final section should make eligibility easy to check while leaving room for the projects and achievements that distinguish you.

Common mistakes to avoid

  • AvoidListing modules, part-time jobs or society roles without showing how they relate to the vacancy.

    InsteadMatch each useful example to a skill or responsibility in the job specification. State what you did, the scale involved and the result, using only figures you can defend.

  • AvoidTreating a graduate CV with no experience as an empty CV.

    InsteadUse evidence from degree projects and work experience. Internships, placements, insight days and placement years can also demonstrate experience when they are relevant to the graduate scheme.

  • AvoidWriting a generic graduate personal statement that could be sent to any employer.

    InsteadName the target role, connect it to your career motivation and tailor the evidence to the organisation. Keep detailed employer research for the application form or interview where appropriate.

  • AvoidClaiming teamwork or problem solving without an example.

    InsteadAdd a short piece of evidence: the problem, who you worked with, your contribution and the outcome. Group projects count when your own role is clear.

  • AvoidUsing one unchanged CV for rotational and non-rotational roles.

    InsteadFor a scheme involving placements across functions, teams or locations, bring forward evidence of adaptability, quick learning and effective work with unfamiliar colleagues.

  • AvoidPacking the skills section with software names that never appear elsewhere.

    InsteadKeep only relevant tools and support the strongest ones in project or experience bullets, such as explaining how Microsoft Excel was used and what the work produced.

Frequently asked questions

From example to application

Turn this graduate example into a CV that sounds like you.

Keep the structure that works. Tailor the details around your experience, strengths, and the role you want.