India Skills Report 2026: The employability data every graduate should read

Every August, campuses across India hold their breath. Placement cells parse the same question the India Skills Report tries to answer: how ready are graduates for work? The 2026 edition, the 13th in the series, was published by ETS with the Confederation of Indian Industry , the All India Council for Technical Education , the Association of Indian Universities and Taggd . Its answer, for the first time, crosses the halfway mark.

, up from 54.81% in 2025 and 46.2% in 2022. For the first time in the report’s decade-long run, a clear majority of graduates cross the employability threshold it tracks.

But clearing a test is not the same as landing a job. The Economic Survey 2024-25 found that only 8.25% of graduates hold roles matching their qualifications, a gap where the shortfall sits on the demand side, in the jobs available, rather than the candidates applying for them.

Global Employability Test

A standardised assessment of aptitude, domain knowledge and workplace skills used in the India Skills Report to estimate graduate readiness, not placement outcomes.

What does the employability test actually measure?

The figure comes from Wheebox’s Global Employability Test, administered to over 100,000 candidates across 20 states and three union territories, paired with hiring-intent data from more than 1,000 employers across seven industries. It is a test-based estimate of readiness, not a count of graduates who actually secure jobs.

That distinction shapes every finding that follows. A rising employability score says the graduating pool is better prepared on the report’s measure. It says nothing about how many of those candidates find matching pay, which is where the 8.25% figure from the Economic Survey lands. Readiness and placement remain separate questions, and the gap between them is where graduates feel the real friction.

Which states lead, and why?

Uttar Pradesh tops the state rankings at 78.64%, followed by Maharashtra at 75.42% and Karnataka at 73.85%. Kerala (72.16%) and Delhi (71.25%) complete the top five. The spread between leaders and laggards is wide enough that a single national average hides very different realities.

Where the improvement comes from matters more than the ranking itself. The report credits wider participation from tier-2 and tier-3 cities, where digital infrastructure has caught up with metro centres and online skilling platforms reach into smaller towns. The Ministry of Skill Development , working through the National Skill Development Corporation , reports over 7.5 lakh candidates trained under PMKVY 4.0 between April 2024 and December 2025, with 102 future-skill job roles introduced in areas like AI and renewable energy. Training and the test are converging on the same skills.

The 2026 edition shows India standing at the intersection of scale, skill, and technology. The next decade will cement India’s leadership in global talent mobility through modular, AI-integrated skilling and internationally recognised certifications.

Nirmal Singh, CEO, Wheebox ETS

Why are women overtaking men on employability?

The most pointed shift in this year’s report runs counter to the overall trend. Women’s employability rose to 54%, overtaking men at 51.5% for the first time in five years. In 2025, the gap had moved the other way: men at 53.5%, women at 47.5%.

The reversal centres on hybrid work and online learning. With remote options removing the need to relocate to metro cities, more women from smaller towns could participate without uprooting their lives. The report notes stronger female participation in tier-2 and tier-3 regions, particularly Uttar Pradesh, Kerala and Telangana, in BFSI, education and healthcare, sectors where flexible models take root.

Age matters too. Among 22 to 25-year-olds, employability stands at 75.7%, compared to 71.79% for those aged 26 to 29, and 71.38% for 18 to 21-year-olds. The youngest cohort trails only slightly, suggesting the pipeline of school-leavers enters a tighter labour market rather than an unprepared one.

What skills will employers pay for in 2026?

The report names the same four skills across every sector it tracks: AI, data analytics, cloud computing, and cybersecurity. Computer science graduates show 80% employability on the test, and IT graduates 78%, reflecting market alignment where technical depth meets industry demand. Engineering graduates hold steady at 70.15%, down slightly from 71.5% as specialisation demands rise.

Over 90% of employees across sectors use generative AI tools at work, the report finds. Hiring intent for FY 2026-27 stands at 40%, up from 29% a year earlier, driven by sustained demand in technology, BFSI, manufacturing, renewable energy and healthcare.

India also holds 16% of the global AI talent pool, with over 600,000 AI professionals and a projection of 1.25 million specialists by 2027. But demand still outpaces supply. The report notes that 70% of IT companies and 50% of BFSI firms have implemented AI in their recruitment practices, a sharp jump from pilot stages the year before.

What should graduates do differently in 2026?

The data carries a practical message. Digital fluency and AI familiarity are the fastest levers: the report tracks over 90% of employees already using generative AI tools, and employers rank AI, data analytics, cloud and cybersecurity skills above traditional degree signals. Stackable certifications aligned with industry needs close the gap between passing the test and passing a manager’s interview.

The gig and freelance workforce is projected to reach 23.5 million by 2030, up from about 12 million today. Project-based hiring grew 38% last year. For graduates, the traditional campus-to-job pipeline now shares shelf space with project portfolios, freelance client reviews, and micro-credentials verified by employers.

The report also sends a caution about oversupplied streams. MBA employability stands at 72.76%, and while ITI candidates improved to 45.95% (from 41%) and polytechnic diploma holders to 32.92%, both remain well below the engineering and computer science tracks. The trend is up, but the gap to degree streams is still wide.

The 2026 edition

The India Skills Report 2026, published by ETS with CII, AICTE, AIU, and Taggd, crosses the halfway mark for the first time. The report tests candidates on employability skills and compiles hiring-intent data from employers. Its answer is cautiously optimistic, but the gap between test performance and actual hiring remains wide.

Employers say they hire for communication, problem-solving, and teamwork. Graduates say they prepared for technical interviews and written tests. The mismatch is not a skills gap in the narrow sense; it is an expectations gap. Candidates and employers are using different definitions of ready.

Internships, project-based learning, and industry exposure narrow the gap. Candidates with those experiences perform better in interviews and adapt faster to workplace expectations. States and institutions that invest in employer partnerships see better placement rates.

Conclusion

India’s graduates are, on the India Skills Report’s measure, more employable than at any point in its 13-year run. The 56.35% reading is real and worth marking, as is the shift toward a skills-first economy driven by AI and digital fluency. But readiness and placement remain separate questions, and the 8.25% figure from the Economic Survey shows that passing the test does not guarantee a matching job. The next chapter is not raising the average further. It is closing the gaps the average hides.