
A student has completed six online courses and collected certificates in programming, data analytics and communication. Another has fewer certificates but has built a project and can explain how it works. Which student is better prepared for a job? Certificates show that someone has completed a learning activity. But employers also want to know whether candidates can apply what they have learned. For students and colleges, the challenge is simple: How can learning be turned into evidence of real skills?
Online courses give students an accessible way to learn new skills outside the classroom. They can explore different careers, strengthen their knowledge and prepare for job opportunities. However, completing a course does not automatically prove practical ability.
A student may understand programming concepts but struggle to solve a coding problem independently. Another may know marketing terminology but find it difficult to analyse a campaign. This is why graduate employability depends on more than certificates. Students also need opportunities to practise, apply and demonstrate their skills.
A report from the US-based National Association of Colleges and Employers, published in 2024, found that many employers were using skills-based hiring practices for entry-level recruitment. The research reflects the US employment market, so it should not be treated as a direct measure of hiring practices in India. However, it highlights the value employers can place on evidence of relevant capabilities.
You can explore the findings in NACE's research on skills-based hiring.
For students, this means learning a skill is only part of the process. They also need to show how they can use it.
Useful evidence includes:
The right evidence depends on the role. A software developer may need to demonstrate coding ability, while a business analyst may need to interpret data and present recommendations.
Students do not need dozens of projects to build a credible profile. A few relevant examples can be more useful than a long list of unrelated certificates.
1. Choose courses with a clear purpose.
Before enrolling, identify the skill you want to develop and how it relates to your career interests.
2. Apply what you learn.
Build a small application, analyse a dataset, prepare a marketing plan or complete another practical task related to your chosen field.
3. Explain your work.
Describe the problem, your approach, the challenges you faced and the decisions you made.
4. Use feedback to improve.
Revise your work after receiving feedback. Showing improvement can provide useful evidence of your development.
5. Keep your portfolio relevant.
Choose projects that demonstrate the capabilities required for the roles you want to pursue.
Colleges can make practical skill development part of the learning experience instead of leaving it until placement season.
They can:
These activities help students understand their strengths and identify areas where further practice is needed.
They also give placement teams more meaningful information about student job readiness.
Understanding student capabilities can help colleges connect assessment results with career preparation.
ChangeBegins focuses on talent intelligence and assessment, helping connect insights about individual capabilities with career and talent decisions. The broader goal is to understand what students can demonstrate, where they need support and how they can prepare for relevant opportunities.
Certificates can support a student's profile, but they should not be the only evidence of ability. Projects, portfolios, internships and practical assessments can help students demonstrate what they know and how they apply it. For colleges, the opportunity is to connect learning with practical experience and help students prepare for skills-based recruitment. Don't just collect certificates. Build something that shows what you can do.