How to write an ATS-friendly CV for technology and consulting roles
A strong CV has two jobs.
First, it needs to make your skills and experience easy for recruitment technology to understand. Then, it needs to give the person reading it a clear reason to keep going.
That matters whether you are applying for your first graduate role, moving into consulting or taking the next step in an established technology career.
Applicant Tracking Systems, or ATS platforms, are widely used to manage applications, organise candidate information and help recruiters search for relevant skills and experience.
The answer is not to write your CV for a machine.
It is to make your capability clear.
Start with the role
Two jobs can have similar titles and require very different capabilities.
A Data Analyst role might prioritise SQL and Power BI. Another might place more weight on stakeholder engagement, data governance or Python. A Business Analyst working on a transformation program may need a different mix of experience from someone working closely with software delivery teams.
Before submitting your CV, look at what the organisation is actually asking for.
Identify the skills, technologies, experience and behaviours that appear most important, then make sure the relevant parts of your background are easy to find.
For graduates and early-career professionals, that can include more than paid employment. University projects, internships, certifications, placements and substantial personal projects can all demonstrate relevant capability.
The connection just needs to be clear.
Use the language of the role
An ATS cannot infer what you meant. Neither should the person reviewing your application have to.
Where a job description uses a recognised term that genuinely describes your experience, use it.
If you have worked with Microsoft Azure, say Microsoft Azure. If you have experience with business requirements gathering, data modelling, Python or project governance, make those capabilities explicit rather than expecting someone to derive them from a broader job title.
The same applies to role titles and disciplines.
Use recognised terminology wherever possible. Creative internal titles can make sense inside an organisation but mean very little outside it.
There is no need to repeat keywords unnaturally or add skills you do not have. The objective is alignment, not keyword stuffing.
Put your skills into context
A list of technologies can tell someone what you have been exposed to.
It does not tell them what you can do.
Instead of relying entirely on a skills section, demonstrate those capabilities through your experience and projects.
Rather than:
Python, SQL, Power BI, Azure
give the reader evidence of how you have applied them:
Built a Power BI dashboard using SQL-based operational data to identify service trends and improve monthly reporting.
The same principle applies beyond technical skills.
If you describe yourself as collaborative, commercially minded or a strong communicator, show where that capability has been demonstrated.
Good consulting requires more than technical knowledge. The ability to communicate clearly, understand a problem, work with others and translate technical work into an outcome matters too.
Make the structure easy to navigate
Your CV does not need to look basic.
It does need to be easy to read.
A clear structure helps both recruitment software and the person reviewing your application understand your background quickly.
Use familiar section headings such as Professional Summary, Skills, Experience, Projects, Education and Certifications.
Keep the main content text-based and avoid putting important information inside graphics, icons, text boxes, images or headers and footers.
A clean, straightforward layout will usually do more for your application than an elaborate design.
If the application specifies a particular file format, follow it. Otherwise, a properly generated Word document or text-based PDF is generally the safest approach. Avoid scanned documents where the content exists as an image rather than selectable text.
Early in your career? Treat projects as experience
One of the hardest parts of applying for graduate technology roles is the familiar problem: you need experience to get experience.
Your CV can help bridge that gap.
A substantial university project can demonstrate technical capability, teamwork, problem solving, delivery discipline and communication.
Do not simply list the project title.
Explain the problem, what you were responsible for, the technology or approach you used and what you delivered.
The same applies to hackathons, industry placements, volunteer work, open-source contributions and personal projects.
For example, “University machine learning project” provides very little information.
“Developed and evaluated a Python-based classification model using a 50,000-record dataset, working in a four-person Agile project team” gives someone something tangible to assess.
That is evidence.
Show how you work, not just what you know
Technology consulting sits at the intersection of capability and delivery.
Technical knowledge matters, but so does the way you operate.
Think about the examples in your CV that demonstrate how you have worked with other people, managed competing priorities, solved an unfamiliar problem, explained something complex or taken responsibility for an outcome.
For an early-career applicant, these examples do not have to come from a corporate technology environment.
Part-time work, university teams, community involvement and other professional experience can demonstrate communication, initiative, accountability and collaboration.
The important part is connecting that experience to the way you will work in a professional environment.
Make every application deliberate
Sending the same CV to dozens of organisations is faster.
It is not necessarily more effective.
You do not need to rewrite your entire employment history for every application. You should, however, reconsider what you emphasise.
Move the most relevant information higher. Expand on experience that directly relates to the opportunity. Reduce detail that adds little to the application. Adjust your professional summary. Check that the terminology reflects the role you are applying for.
Your CV should make it easy for someone to answer three questions:
- What can this person do?
- Where have they demonstrated it?
- Why is it relevant here?
If those answers are immediately clear, you have done most of the work.
Before you submit
Give your CV one final check:
- Does the first half of the first page clearly show the type of work you can do?
- Have you included the relevant skills and terminology used in the position description?
- Have you demonstrated important skills with examples rather than simply listing them?
- Is your employment, education and project history clearly structured?
- Is important information presented as normal text rather than embedded in graphics or images?
- Have you checked spelling, grammar, dates and formatting?
Then read it once more as if you knew nothing about yourself.
If your capability is obvious, your CV is doing its job.
Capability first. Formatting second.
An ATS-friendly CV is not about gaming recruitment software.
It is about removing ambiguity.
Make your skills clear. Make your experience relevant. Give people evidence of what you can do.
The technology should be able to understand it.
More importantly, so should the person on the other side.
Build what comes next
If you are a graduate or early-career technology professional looking to turn your qualifications into practical consulting experience, explore the INDEX NextGen Consulting Program and current opportunities with INDEX.
