Graduate & entry-level resumes

Graduate Resume Writing — for Graduate Programs, Entry-Level Roles and Postgraduate Pivots

Resumes for final-year university students, recent graduates and postgraduate course completers applying to APS Graduate Program, Big Four (Deloitte, PwC, EY, KPMG), bank graduate programs (CBA, NAB, Westpac, ANZ, Macquarie), tech graduate programs (Atlassian, Canva, Telstra), engineering graduate programs, healthcare graduate transitions and direct entry-level roles. We translate university experience, internships, group projects and extracurriculars into the employment-credible evidence employers actually screen for. No AI. No offshore. No templates.

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Why specialised graduate writing matters

A generic resume writer can't write a graduate resume.

Graduate hiring runs on different evidence to mid-career hiring. You don't have ten years of work history to mine — you have a degree, a few internships, group projects, extracurriculars, casual jobs, and the question of what you'll do next. Generic writers either pad limited experience with corporate filler or treat graduates as if they're applying for senior roles. We translate the actual evidence graduates do have — academic achievement, project work, leadership in extracurriculars, vacation programs — into the employment-credible language graduate program assessors and recruiters actually look for.

Academic achievement framed properly

"Bachelor of Commerce" tells assessors nothing. "Bachelor of Commerce, UNSW, WAM 84, Distinction in 12 of 16 subjects, Faculty Dean's List 2023 and 2024, specialisation in data analytics" is evidence. We lead with the academic markers that graduate program assessors actually use to differentiate among hundreds of applicants — WAM (or GPA), specific strong subjects, faculty awards, scholarships, prizes, Honours and any research output.

Internships and vacation programs front and centre

Internships and vacation programs are the most valuable single signal on most graduate resumes. We name the firm or organisation explicitly (Big Four firm name, consulting practice, government department), the project or work area, the specific deliverables produced, and the supervisor feedback or conversion outcomes where they exist. Vacation programs that converted to graduate offers are the strongest signal of all — we frame these explicitly.

Capstone and project work as employment evidence

University capstones, major projects and thesis work are the closest most graduates have to "real work." Generic writers treat them as a footnote in education. We frame them as primary evidence — naming the project topic, methodology, technologies used (where applicable), grade achieved, supervisor recognition, and the specific skills developed. A well-framed capstone reads as a professional consulting engagement on a graduate resume.

Extracurriculars translated into leadership signals

"Vice-President, UNSW Computing Society" is filler without context. "Vice-President, UNSW Computing Society — led 18-event annual program serving 800+ student members; coordinated industry partnerships with Atlassian and Canva" is leadership evidence. Society roles, sport team captaincies, volunteering, debate teams, student newspapers, RAs and resident advisors all produce real leadership data — we name scope, scale and outcomes rather than just titles.

Technical skills calibrated honestly

Graduate technical claims have to survive a real technical interview. "Proficient in Python" gets exposed in 30 seconds when you can't explain pandas indexing. We calibrate technical skills honestly using clear depth signals — what you've actually built (capstone projects, GitHub repositories, hackathon entries), what you've used coursework-only, and what you have familiarity with. Honest framing reads as authentic; over-claiming gets exposed at interview.

Cover letters that don't sound generic

Graduate program assessors read thousands of cover letters per cycle. The standard "I am writing to express my interest in your graduate program" opener gets discarded in seven seconds. We write cover letters that lead with specific, defensible reasons for the application — particular practice areas, named partners or directors at the firm, specific recent client engagements, the firm's actual industry positioning — calibrated to the firm rather than recycled across applications.

Side-by-side

Two approaches. Same final-year student. Different outcomes.

Sophie Lin's profile, written two ways. AI generates plausible "motivated graduate" content from a degree title in seconds — and gets discarded in the high-volume Big Four and bank graduate program application piles because nothing differentiates it from 400 identical applications. We translate Sophie's actual evidence — academic markers, vacation experience, capstone work, society leadership, technical depth — into the kind of resume that survives the first-round screen.

AI AI-generated Free, in 7 seconds
SOPHIE LIN
+61 4XX XXX XXX | sophie.lin@email.com | Sydney, NSW
Professional Summary

Motivated and enthusiastic final-year university student with a passion for technology and business. Proven track record of academic excellence, leadership and teamwork. Strong communication skills and a commitment to continuous learning. Seeking a graduate position in a dynamic and challenging environment.

Education

Bachelor of Commerce / Bachelor of Information Technology

University of New South Wales | Expected 2025

Skills

Microsoft Office, Python, SQL, Communication, Teamwork, Leadership, Problem Solving, Time Management, Critical Thinking, Adaptability, Attention to Detail, Project Management, Research, Analytical Skills

Experience

Vacation Intern

Consulting Firm | Sydney, NSW

November 2024 – February 2025

  • Worked on various consulting projects.
  • Supported senior consultants with research and analysis.
  • Developed business communication and presentation skills.
  • Gained exposure to client-facing work.

Vice-President

University Computing Society | Sydney, NSW

2024 – Present

  • Helped organise events and activities for the society.
  • Worked with the executive team to plan annual programs.
  • Developed leadership and event management skills.

Casual Sales Associate

Retail Chain | Sydney, NSW

2021 – 2023

  • Assisted customers with product inquiries.
  • Met sales targets and KPIs.
Achievements

Various academic achievements and leadership roles throughout university.

Interests

Technology, reading, fitness, travel, professional development.

Why this fails graduate program assessors
  • "Motivated and enthusiastic" boilerplate. Every AI graduate summary uses this exact phrase. Big Four and bank graduate program assessors discount it instantly.
  • No WAM, no academic markers. "Bachelor of Commerce / Bachelor of IT" without WAM, Distinction count, Dean's List, scholarships or specialisations gives assessors no academic differentiation signal at all.
  • "Consulting Firm" employer hidden. Vacation experience at a Big Four firm is a credibility signal. Saying "Consulting Firm" generic suggests something to hide. Always name the firm.
  • "Worked on various projects" tells nothing. Specific deliverables, technologies, supervisor feedback or conversion outcomes — that's what assessors screen for.
  • Society Vice-President framed as filler. Real scope (18 events, 800+ members), real partnerships (Atlassian, Canva), real budget — leadership evidence that exists is being wasted.
  • Capstone work missing entirely. A Distinction-grade data analytics capstone is the closest Sophie has to professional work — and it's not even mentioned.
The Resume Writers After a 1hr information call
Sophie Lin
Bachelor of Commerce / Bachelor of IT · Tech consulting candidate
+61 4XX XXX XXX
sophie.lin@email.com
linkedin.com/in/sophielin
Sydney, NSW
PROFILE

Final-year Commerce/IT double-degree student at UNSW (WAM 84) targeting Big Four technology consulting graduate programs and top-tier Australian tech graduate streams. Vacation experience at a mid-tier consulting firm; capstone project in retail data analytics; UNSW Computing Society Vice-President 2024.

Distinction or above in 12 of 16 commerce subjects and 11 of 14 IT subjects; Faculty Dean's List 2023 and 2024. Available February 2026 for graduate program intake.

CAPABILITIES

Academic Achievement & Domain Knowledge: WAM 84 across both degrees; Distinction or above in 23 of 30 subjects; Faculty Dean's List 2023, 2024; specialisation in data analytics and management consulting.

Practical Application & Internships: 12-week vacation program at a mid-tier consulting firm (technology advisory practice); built two production data dashboards used by client account teams.

Project & Capstone Work: Capstone on customer churn prediction for an Australian retailer using Python and SQL; achieved Distinction grade and supervisor commendation.

Leadership & Extracurriculars: Vice-President, UNSW Computing Society 2024; led 18-event annual program serving 800+ members; coordinated industry partnerships with Atlassian and Canva.

Technical Skills: Python (intermediate), SQL (intermediate), Tableau, Power BI, Excel advanced; built and deployed three personal projects to GitHub.

Communication & Teamwork: Group leader on three semester-long major projects; mentor in UNSW peer-tutoring program for first-year IT students.

EDUCATION
Degree: Commerce / IT (Information Systems)
University: UNSW Sydney
WAM: 84 (Distinction average)
Expected completion: December 2025
Honours: Faculty Dean's List 2023, 2024
Specialisations: Data Analytics, Management Consulting
EXPERIENCE
Vacation Program — Technology Advisory · Mid-tier consulting firm
Nov 2024 – Feb 2025
Vice-President · UNSW Computing Society
2024 – Present
Peer Tutor · UNSW IT Faculty
2023 – Present
Casual Sales Associate · National retail chain
2021 – 2023
VACATION PROGRAM HIGHLIGHTS
Vacation Program — Technology Advisory
Nov 2024 – Feb 2025
Mid-tier consulting firm · 12-week summer vacation program

Joined the Technology Advisory practice as one of 8 vacation interns. Worked across two client engagements — a retail customer analytics dashboard build and a financial services data quality assessment. Reported to a Senior Consultant; received final-week conversion feedback noting "consistently delivered work above expectations for the program level."

DELIVERABLES

Built two production-ready Tableau dashboards for retail client account teams — used post-engagement.

Co-authored data quality assessment report (45 pages) presented to financial services client.

Wrote SQL queries for ad-hoc analysis requests across both engagements.

ACADEMIC ACHIEVEMENTS

Faculty Dean's List 2023 and 2024 — top 10% of cohort across both award years.

23 of 30 subjects at Distinction or above across both degrees, including High Distinctions in Data Analytics, Database Systems and Strategic Management.

Specialisations declared: Data Analytics (IT degree) and Management Consulting (Commerce degree).

UNSW Co-op Scholarship recipient (partial) — competitive merit-based award covering second and third years of study.

CAPSTONE PROJECT
Customer Churn Prediction for Australian Retail
Sem 2 2024
UNSW Capstone · Industry partner: Australian fashion retailer

Team of four, supervised capstone project. Built a customer churn prediction model using anonymised loyalty program data (3.2M customers) in Python (scikit-learn, pandas) with feature engineering on transactional and demographic data. Deployed predictions to a Tableau dashboard for the retailer's CRM team. Achieved Distinction grade; supervisor commendation noted "production-grade quality of work."

Why this works for graduate program assessors
  • WAM 84 visible immediately. Academic markers in the profile and education section — the differentiation signal Big Four and bank assessors screen for first.
  • Faculty Dean's List, Distinction count. 23 of 30 subjects at Distinction or above — concrete, defensible academic evidence.
  • Vacation program detailed properly. Specific practice (Technology Advisory), specific deliverables (two production Tableau dashboards), supervisor feedback — assessors can map this to actual capability.
  • Society leadership with scope and outcomes. 18 events, 800+ members, Atlassian and Canva partnerships — leadership evidence at scale.
  • Capstone presented as professional evidence. Customer churn prediction project with Python and SQL framed at the level it actually was — a professional-grade analytics project.
  • Technical skills calibrated honestly. "Intermediate" Python, three GitHub projects — defensible at technical interview, not over-claimed.
By graduate program type

Different graduate programs. Different applications.

Big Four graduate program applications are different documents to APS Graduate Program applications, which are different again to bank graduate programs, tech graduate programs, engineering graduate programs and government department graduate programs. The assessors are different, the framework is different, the language register is different. We calibrate to the program you're actually applying for.

PROFESSIONAL SERVICES

Big Four & Mid-Tier Consulting Graduate Programs

Deloitte, PwC, EY, KPMG, plus mid-tier firms — Grant Thornton, BDO, RSM, Pitcher Partners, Crowe Horwath. We lead with academic markers heavily (WAM, Distinction count, Dean's List, scholarships), specific practice area interest (Technology Advisory, Audit, Tax, Strategy & Operations, Financial Advisory), vacation program experience and conversion outcomes, capstone work translated as professional analytics, and leadership signals from extracurriculars at scale.

Big FourDeloittePwCEYKPMGMid-tier consulting
FEDERAL GOVERNMENT

APS Graduate Program & Federal Department Graduates

The APS Graduate Program (whole-of-service) plus department-specific programs — DFAT, Defence, Treasury, Finance, Home Affairs, ATO, Services Australia, Department of Health, AGD. We write applications calibrated to APS Work Level Standards, with structured selection criteria responses and the specific behavioural and capability assessment framework APS panels use. Security clearance considerations addressed where applicable (Defence, DFAT, intelligence agencies).

APS Graduate ProgramDFATDefenceTreasuryHome AffairsATO
STATE GOVERNMENT

State Government Graduate Programs

NSW Public Service Graduate Program, Victorian Government Graduate Program, Queensland Government Graduate Program, WA Public Sector Graduate Program, SA Government Graduate Program, plus department-specific programs across health, education, transport, treasury and infrastructure. Each state runs on its own capability framework — NSW Capability Framework, VPS Capabilities, QPS, WA Public Sector Standards. We calibrate applications to the framework the program uses.

NSW PS GraduateVictorian Govt GraduateQueensland GovtWA Public SectorState health/education
FINANCIAL SERVICES

Bank & Financial Services Graduate Programs

CBA, NAB, Westpac, ANZ, Macquarie graduate programs, plus AMP, Suncorp, IAG, ASIC, RBA, APRA, ASX. Investment banking graduate programs (Goldman Sachs, JP Morgan, Morgan Stanley, UBS, Citi, Barrenjoey, Jarden, Macquarie Capital). Different streams within each bank — Retail Banking, Business Banking, Institutional, Risk, Technology, Operations. We calibrate to the specific bank, the specific stream, and the assessment framework (online cognitive, virtual interview, video assessment, assessment centre).

CBANABWestpacANZMacquarieInvestment banking
TECHNOLOGY

Technology Graduate Programs

Atlassian, Canva, Telstra, Optus, NBN, IBM Australia, Microsoft Australia, Amazon AWS, Google Australia, plus Australian government tech (DTA, ASD, ATO Tech). Technology graduate programs assess differently — coding interviews, technical case studies, GitHub portfolio review, system design discussions, Big O analysis. We name technical depth honestly (what you've actually built, languages and frameworks at depth, deployed projects), capstone work in technical detail, and the soft signals tech firms screen for.

AtlassianCanvaTelstraIBMMicrosoftGovernment tech
ENGINEERING & INFRASTRUCTURE

Engineering Graduate Programs

BHP, Rio Tinto, Fortescue, Woodside, Santos (resources), Lendlease, John Holland, CPB Contractors, Multiplex, Laing O'Rourke (construction), Aurecon, Arup, GHD, AECOM, WSP (engineering consulting), defence primes (BAE Systems, Lockheed Martin, Boeing Australia, Thales). Engineering graduate programs assess on academic markers, technical depth, internship experience, and (for many resources roles) FIFO and remote location compatibility. We calibrate to the discipline and the firm.

BHPRio TintoLendleaseAureconArupBAE Systems
HEALTH & CLINICAL

Healthcare & Allied Health Graduate Transitions

Graduate Registered Nurse Transition to Practice programs (NSW Health, Victorian DH, Queensland Health, WA Health), Allied Health graduate roles (physio, OT, speech pathology, dietetics, psychology), Pharmacy intern positions, Medical intern years, Dental graduate roles. Each runs on its own assessment framework — clinical placement evidence, specific specialty interest, regulatory body registration progression (AHPRA), and the soft signals each clinical environment screens for.

Graduate RNAllied Health graduatePharmacy internMedical internDental graduate
DIRECT ENTRY

Direct Entry-Level Roles & Junior Positions

Many graduates skip graduate programs and go directly for entry-level roles — Junior Analyst, Associate, Junior Engineer, Account Coordinator, Trainee positions, casual-to-permanent pathways. Often by choice or because the graduate program rounds didn't work out. The resume strategy is different — less framework-heavy, more conversion-focused, with the cover letter doing more work to bridge the gap between academic experience and the specific role. We calibrate to the direct-entry context rather than re-using a graduate program template.

Junior AnalystAssociateTraineeAccount CoordinatorCasual to permanent
By career stage

"Graduate" covers five different career situations.

Final-year students applying to graduate programs, recent graduates between programs and direct-entry roles, postgraduates leveraging Master's qualifications, mature graduates returning to formal education, and international students navigating Australian work rights. Each situation has different evidence challenges and different framing requirements.

Final-Year Student

Penultimate and final-year undergraduates applying to graduate programs

The most common engagement we run for graduate clients. Final-year students applying for the February-intake graduate programs in their last semester of university. The resume has to compensate for limited paid work experience by leading with academic markers heavily (WAM, Distinction count, Dean's List, scholarships, prizes), capstone and major project work translated into professional evidence, vacation programs and internships with specific deliverables, society leadership and extracurriculars at scale, and the technical depth that comes from coursework and personal projects.

Typical applications: Big Four · APS Graduate Program · State Government · Bank graduate programs · Tech graduate programs · Engineering graduates
What we lead with: WAM and academic markers · Vacation/internship experience · Capstone work · Society leadership · Technical depth · Cover letter calibration
Recent Graduate (0-2 years)

Recent graduates with limited post-graduation work experience

Graduates who have completed their degree but haven't secured a graduate program place — applying for direct entry-level roles, second-round graduate program intakes, or early-career positions. The framing shifts: academic markers stay important but post-graduation work experience (even casual or short-term roles) becomes the primary evidence focus. We frame any post-graduation work credibly, position the academic experience as foundation rather than headline, and write resumes that compete with current final-year students applying for the same direct-entry roles.

Typical applications: Direct entry-level roles · Second-round graduate programs · Junior Analyst · Associate · Trainee · Casual-to-permanent conversions
What we lead with: Post-graduation work credibly · Academic foundation reframed · Industry interest evidence · Project portfolio · Cover letter strategy
Postgraduate Course Completer

Master's, MBA and postgraduate diploma completers using education as a pivot

A different document entirely. Postgraduate completers usually already have professional work experience — Master's of Business Administration, Master's in Data Science, Master's in Public Policy, Master's of Engineering, Master's in Education and similar. The Master's is being used as a pivot mechanism (industry change, career level step-up, international recognition, or immigration-linked points). We write resumes that integrate both the prior professional experience and the new postgraduate qualification — calibrated to whether the pivot is sideways, upward, or into a fundamentally new field.

Typical applications: Career change after Master's · MBA-track senior roles · Industry pivots · International recognition pathways · Permanent residency career applications
What we lead with: Prior professional experience · New postgraduate qualification · Pivot rationale · Transferable skills mapped to destination · Cover letter strategy
Mature Graduate

Mature-age graduates returning to formal education

Mature-age students completing degrees later in life — often after substantial work experience in unrelated fields, or as part of an industry change strategy. The resume challenge is genuinely different: integrating both the relevant prior work experience (even from different industries) and the academic credibility just earned. We write mature graduate resumes that read as serious to assessors who may default-screen based on age signals — leading with the deliberate career strategy, the prior work experience as foundation for the new field, and the maturity advantage that early-career graduates can't claim.

Typical applications: Industry change after mature-age degree · Returning to professional roles · Mid-career graduate programs (some accept mature graduates) · Public service entry
What we lead with: Prior work experience reframed · Academic credibility · Career change rationale · Maturity advantage · Industry-specific connections
International Graduate

International students with Australian work rights navigating local hiring

International students completing Australian degrees and applying for Australian graduate programs face additional considerations — work rights status (485 graduate visa, 482 employer-sponsored, permanent residency progression), university recognition (Group of Eight signals differently to Australian assessors), prior international work experience translation, and the language register expectations of Australian graduate programs. We write resumes that state work rights status clearly upfront, frame international experience credibly for Australian assessors, and calibrate language register to the specific firm or program.

Typical applications: Big Four (with sponsorship pathways) · APS Graduate Program (citizenship-required) · State Government (varies) · Tech graduate programs (sponsorship-friendly) · Direct entry roles
What we lead with: Work rights status · International experience translation · Australian academic credibility · Language register calibration · Sponsorship eligibility
Graduate program vs direct entry vs postgraduate pivot

Three application pathways. Three different documents.

Graduate program applications, direct entry-level role applications, and postgraduate pivot applications are three structurally different application processes. The framework, the assessor mindset, the evidence weighting and the cover letter strategy all differ. Generic graduate resume templates fail because they assume one pathway when the candidate is actually applying through another.

GRADUATE PROGRAM

Big Four, banks, APS, tech & government graduate programs.

Structured graduate programs run by Big Four firms (Deloitte, PwC, EY, KPMG), banks (CBA, NAB, Westpac, ANZ, Macquarie), the APS Graduate Program, state government graduate programs, tech firms (Atlassian, Canva, Telstra), engineering firms (Aurecon, Arup, GHD) and major resources companies. Highly competitive, multi-stage assessment processes — application, online cognitive assessment, video interview, virtual or in-person assessment centre.

Academic markers heavily weighted. WAM (or GPA), Distinction count, Dean's List, scholarships, prizes, Honours — graduate programs use these as the primary first-round screen.
Vacation programs are the strongest signal. Vacation experience at the same firm (or a competitor) is the highest-conversion pathway into graduate programs. We frame vacation experience explicitly with conversion outcome where applicable.
Cover letter is critical. Generic cover letters get filtered out in the first read. We write cover letters that lead with specific, defensible reasons for the firm — particular practice areas, named partners, specific recent client engagements.
DIRECT ENTRY

Junior & entry-level roles outside graduate programs.

Direct entry-level roles — Junior Analyst, Associate, Junior Engineer, Account Coordinator, Trainee positions, casual-to-permanent pathways. Often the path for graduates who didn't get into graduate programs, who chose to skip them, who graduated outside the standard February intake, or who are applying mid-cycle. The framework is different — less structured assessment, more direct conversion, with the cover letter doing more work to bridge academic experience and the specific role.

Less framework-heavy. Direct entry roles don't run on standardised graduate program assessment frameworks. The application is generally a conventional resume + cover letter + interview, often with one or two interview rounds total.
Cover letter does more work. Without a structured assessment framework, the cover letter has to do more — bridging academic experience to the specific role, addressing any gaps directly, and stating the specific value the candidate brings.
Conversion-focused framing. Direct entry hiring decides on whether the candidate can start contributing quickly. We lead with practical readiness signals — software fluency, prior work experience even from unrelated fields, tangible deliverables from coursework or projects.
POSTGRADUATE PIVOT

Master's, MBA & postgraduate-driven career change.

Postgraduate course completers (Master's, MBA, Graduate Diplomas) using education as a career pivot mechanism — industry change, career level step-up, international recognition, or immigration-linked points. The candidate already has professional work experience; the postgraduate qualification is being deployed strategically. The resume has to integrate prior professional experience with the new qualification credibly.

Prior work experience anchors. Unlike final-year graduates, postgraduate pivot candidates have professional work history to leverage. The resume leads with this experience — the postgraduate qualification reinforces and reframes it rather than replacing it.
Pivot rationale must be credible. Career change after a Master's is common but assessors screen for credibility. We make explicit the deliberate career strategy, the connection between prior experience and target field, and the specific value the pivot brings to the destination role.
Calibrated to destination, not origin. The resume targets the destination role — not the prior career. Language register, technical framing, capability statements all reflect the field being entered rather than the field being left.
How we translate university experience into employment evidence

Graduates have evidence. It just lives in different places.

The hardest single skill in graduate resume writing is evidence translation — drawing out the credible capability data that exists in university group projects, casual jobs, society leadership, sport teams, volunteer work and capstones, and translating it into the employment-credible language graduate program assessors and recruiters actually use. Done well, the resume reads as professional. Done badly, the resume reads as a high-school CV with a degree at the top.

01

Academic markers translated to differentiation signals

WAM, GPA, Distinction count, Dean's List, faculty awards, scholarships, prizes, Honours classifications — these are the differentiation signals graduate program assessors use to filter hundreds of applications down to first-round shortlists. We lead with these as primary evidence in the profile and education section, not buried at the bottom. Specific strong subjects, specialisations and capstone topics get named explicitly.

02

Group projects framed as professional collaboration

Semester-long major group projects produce real collaboration data — team size, role within the team, deliverables produced, grade achieved, peer feedback, and any technical or analytical work done. Generic writers treat these as "teamwork experience" filler. We frame them as professional collaboration with named project topics, specific contributions, and grade/recognition outcomes. A well-framed group project reads as consulting engagement on a graduate resume.

03

Society and extracurricular leadership at scale

Society Vice-President is a meaningless title without context. Society Vice-President with 800 members, 18 events per year, $40K annual budget, and partnerships with named industry sponsors is leadership evidence at scale. Sport team captaincies, RA roles, debate team coaching, student newspaper editorial, peer-tutoring coordination — every extracurricular role produces real scope and outcome data. We name scope, scale and outcomes rather than just titles.

04

Casual work translated to commercial credibility

Casual retail and hospitality work is most graduates' first paid experience and most graduates underrate it. "Casual Sales Associate at retail chain" without context is filler. The same role with KPI evidence (sales target attainment, customer service metrics, peer mentorship of new staff, loss prevention contribution) reads as commercial-aware experience. We frame casual work credibly — particularly important for graduates without internship experience.

Sample

What a graduate resume looks like, written properly.

Sophie Lin, final-year UNSW Commerce/IT double-degree student applying to Big Four technology consulting graduate programs and top-tier Australian tech graduate streams. WAM 84, vacation experience at a mid-tier consulting firm, capstone in retail data analytics, UNSW Computing Society Vice-President. Below is the first page of her two-page resume — six graduate capabilities, education matrix, experience summary, vacation program detail, and capstone project framing. Two pages, not five — because graduate program assessors scan fast.

Sophie Lin
Bachelor of Commerce / Bachelor of IT · Final-year · Tech consulting candidate
+61 4XX XXX XXX
sophie.lin@email.com
linkedin.com/in/sophielin
Sydney, NSW
PROFILE

Final-year Commerce/IT double-degree student at UNSW (WAM 84) targeting Big Four technology consulting graduate programs and top-tier Australian tech graduate streams. Vacation experience at a mid-tier consulting firm; capstone project in retail data analytics; UNSW Computing Society Vice-President 2024.

Distinction or above in 23 of 30 subjects across both degrees; Faculty Dean's List 2023 and 2024. Available February 2026 for graduate program intake.

CAPABILITIES

Academic Achievement & Domain Knowledge: WAM 84 across both degrees; Distinction or above in 12 of 16 commerce subjects and 11 of 14 IT subjects; specialisation in data analytics and management consulting.

Practical Application & Internships: 12-week vacation program at a mid-tier consulting firm (Technology Advisory practice); built two production data dashboards used by client account teams.

Project & Capstone Work: Capstone project on customer churn prediction for an Australian retailer using Python and SQL; achieved Distinction grade and supervisor commendation.

Leadership & Extracurriculars: Vice-President, UNSW Computing Society (2024); led 18-event annual program serving 800+ student members; coordinated industry partnerships with Atlassian and Canva.

Technical Skills: Python (intermediate), SQL (intermediate), Tableau, Power BI, Excel advanced; familiarity with AWS, Git, Jira; built and deployed three personal projects to GitHub.

Communication & Teamwork: Group leader on three semester-long major projects (averaging team size 5); mentor in UNSW peer-tutoring program for first-year IT students; presenter at UNSW Computing Society industry nights.

EDUCATION
Degree: Commerce / IT (Information Systems)
University: University of New South Wales
WAM: 84 (Distinction average)
Expected completion: December 2025
Honours: Faculty Dean's List 2023, 2024
Specialisations: Data Analytics, Management Consulting
EXPERIENCE
Vacation Program — Technology Advisory · Mid-tier consulting firm
Nov 2024 – Feb 2025
Vice-President · UNSW Computing Society
2024 – Present
Peer Tutor · UNSW IT Faculty
2023 – Present
Casual Sales Associate · National retail chain
2021 – 2023
VACATION PROGRAM HIGHLIGHTS
Vacation Program — Technology Advisory
Nov 2024 – Feb 2025
Mid-tier consulting firm · 12-week summer vacation program

Joined the Technology Advisory practice as one of 8 vacation interns. Worked across two client engagements — a retail customer analytics dashboard build and a financial services data quality assessment. Reported to a Senior Consultant; received final-week conversion feedback noting "consistently delivered work above expectations for the program level."

DELIVERABLES

Built two production-ready Tableau dashboards for retail client account teams — used post-engagement.

Co-authored data quality assessment report (45 pages) presented to financial services client.

Wrote SQL queries for ad-hoc analysis requests across both engagements.

CAPSTONE PROJECT
Customer Churn Prediction for Australian Retail
Sem 2 2024
UNSW Capstone Project · Industry partner: Australian fashion retailer

Worked in a team of four on the supervised capstone project, developing a customer churn prediction model for an Australian fashion retailer using their anonymised loyalty program data (3.2M customers). Built the model in Python (scikit-learn, pandas) with feature engineering on transactional and demographic data; deployed predictions to a Tableau dashboard for the retailer's CRM team. Achieved Distinction grade; received supervisor commendation noting "production-grade quality of work."

Graduate resume FAQ

Graduate application questions, answered.

Common questions from final-year students, recent graduates, postgraduate completers and mature graduates working with us.

Do you actually understand graduate program hiring?

Yes. We're conversant with the major Australian graduate program assessment frameworks — Big Four (Deloitte, PwC, EY, KPMG) including Technology Advisory and Audit graduate streams, the APS Graduate Program (and APS Work Level Standards), state government graduate programs (NSW, Victoria, Queensland, WA), bank graduate programs (CBA, NAB, Westpac, ANZ, Macquarie, plus the investment banks), and tech graduate programs (Atlassian, Canva, Telstra). We know the specific frameworks each uses — academic markers, vacation conversion pathways, online cognitive assessments, video interviews, virtual assessment centres.

My WAM isn't great. Should I leave it off the resume?

It depends on the program. Big Four firms and bank graduate programs increasingly use minimum WAM cut-offs (often around 70-75 for Big Four, 75-80 for top-tier banks). If your WAM is below the cut-off, the application will likely be filtered before human review regardless of what's on the resume — so leaving it off doesn't help. We'll work with you on the specific situation: if WAM is borderline, we lead with other strong academic markers (Distinction count, prizes, specific subjects); if WAM is well below cut-offs for graduate programs, we calibrate the application strategy toward direct entry roles where WAM matters less.

I haven't done any internships or vacation programs. Can you still write me a competitive graduate resume?

Yes — and this is one of the most common situations we work with. We draw on other evidence sources credibly: capstone and major project work translated into professional analytics, society leadership at scale (with scope, scale and outcomes), casual work reframed for commercial credibility, technical projects on GitHub or personal portfolio, peer tutoring and mentoring contributions, sport team captaincies, volunteer work, debate teams, hackathon entries. Graduates without internships can still secure graduate program offers — the resume just has to frame the evidence that does exist credibly.

I'm applying to the APS Graduate Program. Do you write the selection criteria responses?

Yes. APS Graduate Program applications run on APS Work Level Standards with specific behavioural and capability assessment frameworks. Most departments require structured responses against APS capability indicators alongside the resume and cover letter. We write APS Graduate Program applications calibrated to the framework — STAR-format responses, capability indicators addressed explicitly, and the language register APS panels expect. Security clearance considerations are addressed where applicable (Defence, DFAT, intelligence agencies all require Australian citizenship and clearance progression).

I'm a postgraduate course completer (Master's, MBA). My situation isn't really "graduate." What do you do?

Your situation is common and the framing is genuinely different from undergraduate graduates. Postgraduate course completers usually already have professional work experience and are using the postgraduate qualification as a pivot mechanism — industry change, career level step-up, international recognition, or immigration-linked points. We write resumes that integrate prior professional experience with the new postgraduate qualification credibly — the resume leads with professional experience and the postgraduate qualification reinforces and reframes it rather than replacing it.

I'm an international student with a 485 visa. Will your resume work for me?

Yes. International students completing Australian degrees face additional considerations — work rights status (485 graduate visa, 482 employer-sponsored, permanent residency progression), university recognition signal, prior international work experience translation, and Australian language register expectations. We write resumes that state work rights status clearly, frame any international experience credibly for Australian assessors, and calibrate language register to the specific firm or program. Some programs require Australian citizenship (APS, Defence, DFAT, intelligence agencies); many others actively sponsor international graduates (Big Four, tech firms, some banks).

My capstone project is the closest thing I have to "real work." How do you frame it?

As primary evidence, not as a footnote in education. We name the project topic explicitly (customer churn prediction for an Australian retailer, supply chain optimisation for a logistics company, market entry strategy for a SaaS company, etc.), the methodology used, the technologies involved (Python, SQL, Tableau, Power BI, etc.), the team size, the grade achieved, the supervisor recognition, and the specific deliverables produced. A well-framed capstone reads as a professional consulting engagement on a graduate resume — and that's what it actually was.

I'm a mature-age graduate. Will employers take me seriously?

Yes — and we know how to write resumes that lead with the deliberate career strategy mature graduates bring. Mature-age graduate resumes have to integrate both the relevant prior work experience (even from different industries) and the academic credibility just earned. The framing matters: making explicit the deliberate career strategy, the prior work experience as foundation for the new field, and the maturity advantage that early-career graduates can't claim. Some employers actively prefer mature graduates — particularly APS, government agencies, and senior-track graduate programs that benefit from prior professional experience.

I missed graduate program rounds. Can I still get a good role?

Yes. Many graduates skip graduate programs entirely (by choice or because rounds didn't work out) and go directly for entry-level roles — Junior Analyst, Associate, Junior Engineer, Account Coordinator, Trainee positions, casual-to-permanent pathways. The resume strategy is different from graduate program applications — less framework-heavy, more conversion-focused, with the cover letter doing more work. We calibrate to the direct entry context. Many graduates who didn't get into graduate programs end up in stronger positions five years later than peers who did — direct entry roles often offer faster client exposure and earlier responsibility.

How long does a graduate resume engagement take?

Standard turnaround is three business days from payment to first drafts (resume and cover letter), with a 14-day unlimited-revisions window after that. Selection criteria responses for APS or state government graduate programs add another two to three days depending on the number of criteria. Most graduate engagements settle in two review rounds, so a typical end-to-end runs about two weeks. Graduate program application deadlines are well-known (Big Four typically February-March for vacation, March-April for graduate; APS Graduate Program annual cycle) and we plan accordingly.

What format do I receive my documents in, and what's included?

Editable Word and PDF formats, delivered by email. The Word document is fully editable so you can update it yourself in future without breaking the formatting. We also include our 25-page Get Job Ready guide before your information call, and our 20-page Managing Your Documents and Your Next Career Steps guide with your final drafts — both at no additional charge.

Get started

Ready to write the graduate resume your career deserves?

We'll spend an hour walking through your degree, your academic markers, your internship and vacation experience, your capstone and project work, your society leadership and extracurriculars, your technical depth, and the graduate programs you're targeting. You'll come away with a clear plan; we'll come away with what we need to write a proper graduate resume — calibrated to Big Four, APS, banks, tech firms, engineering or wherever you're heading next. No long forms. Just a conversation, then the work.

3 days Standard turnaround
14 days Unlimited revisions
90 days Rewrite guarantee
1-on-1 Senior writer, no handoffs
How It Works
How it works

From quote form to signed-off documents.

Twelve defined steps. No "we'll be in touch when it's ready." As fast as 4 days from first contact to drafts in your inbox.

Free with your quote

Get our 60-page Get Job Ready guide.

Submit the quote form and we'll send our complete Get Job Ready guide before your free 15-minute call. Sixty pages on the 2026 Australian job market — government applications, selection criteria, ATS, LinkedIn, position descriptions, the free training that actually counts, and the ten career quizzes we built on our site. Written in-house by senior writers. Not for sale.

Get Job Ready cover — The Resume Writers' 60-page guide
Get Job Ready table of contents preview
What's inside
01
The 2026 Australian job market — what has changed, what panels expect now, and how to read the landscape.
02
Government applications — APS, state and local. What merit-based selection actually involves.
03
Selection criteria & STAR — what panels are scoring, and how to structure responses that land.
04
Reading position descriptions — what to look for, what to clarify with the contact officer.
05
LinkedIn that recruiters actually find — profile optimisation and what gets you found in search.
06
ATS in 2026 — Australian adoption rates, what passes through, plus our free ATS checker tool.
07
Free Australian training — Free TAFE, the national program funding 500,000+ places through 2026.
08
Ten career quizzes & the resignation generator — the live tools we built on our site, all free.
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