HumanTail India AI Work Index
India's AI work exposure is not evenly spread. It is concentrated in a specific combination: screen-based process work, priced under ₹6 LPA, in delivery centres in a handful of cities. That combination is roughly where a third of India's organised white-collar entry hiring sits.
Indian roles gaining exposure
Treat this as a temporary income, never a career track. Move to process QC or accounts within 12 months.
Per-word writing is collapsing in price. Reporting, editing and a named byline still sell.
Most exposed digital entry role in India alongside data entry. Move to success or QA fast.
Volume hiring is flattening. Escalation and quality-audit roles are where the remaining headcount sits.
Small-business accounting software now writes most entries. Owners keep the accountant who tells them what to do about the numbers.
Pure manual testing is the single most exposed common IT entry role in India. Automation plus domain depth is the exit.
Execution-only design portfolios are no longer hireable. Show direction and one brand system.
The pyramid is thinning at the bottom. Analysts who own a client conversation survive the squeeze.
Indian roles holding safest
Hands-on care · Patient observation · Emergency response
Examination and procedures · Diagnostic accountability · Patient trust
In-store customer handling · Merchandising and physical stock work
Classroom management · Motivation and mentoring · Parent relationships
Distributor relationships · In-person negotiation · Market intelligence on the ground
Court advocacy · Client counselling · Strategy and accountability
Site diagnosis · Safety and quality sign-off · Vendor and labour management
Statutory authority · Field administration · Public accountability
Salary bands under pressure
WHERE INDIA'S EXPOSURE ACTUALLY SITS
Priced as execution capacity — the cheapest work to hand to tooling.
Standard fresher and process band; the most disrupted salary segment in India.
Mid-level delivery. Exposure depends entirely on whether you own a decision.
Scope starts including judgment, review and stakeholders.
Accountability-weighted roles; risk shifts from replacement to expectation.
Paid for outcomes and relationships, which do not transfer to a model.
Industry changes this edition
- — IT services: pod sizes for ticket-scoped delivery shrank while billing targets held.
- — BPO / KPO: Tier-1 voice and chat headcount is no longer backfilled at attrition.
- — CA / Accounting: compliance production automated; advisory hours per client rose.
- — Banking: processing seats down, relationship and collections seats flat to up.
- — Healthcare and site engineering: documentation relief, no headcount pressure.
Fresher jobs affected
Entry-level process hiring — testing, support, back office, content, sourcing — is where the compression is visible first. Freshers with shipped, reviewable work are still getting offers at the same or better pay.
Industry exposure table
Document understanding removed the keying step.
Tier-1 resolution is now largely machine-handled at scale.
Per-task pricing is exactly what AI competes on.
Production collapsed in price; reporting and editing held value.
Creative volume is free; budget accountability is not.
Ticket-scoped delivery work compresses; client-facing scope survives.
Screening and scheduling automate; closing candidates does not.
Compliance production automates; sign-off and advisory do not.
Trackers and MIS automate; on-ground escalation does not.
Processing seats shrink, relationship and collections seats hold.
Entry-level work is the sharpest edge of the disruption.
Execution automates; direction is a moat.
Reporting and modelling automate; defending the numbers does not.
Deliverables get cheaper; demand generation stays yours.
Research and decks automate; client trust remains the product.
Roles get redesigned first here, but headcount value per person rises.
Junior document work compresses hardest.
Outreach automates; closing and relationships do not.
Slow institutional adoption, gradual clerical redesign.
Drawings and documentation automate; site work does not.
Prep automates; classroom presence does not.
Back-office exposed, floor and category work protected.
Documentation relief rather than replacement.
Real hiring demand feeding the model
These are published year-on-year changes in Indian job openings — not HumanTail estimates. The exposure model uses them as a demand counterweight: shrinking openings raise a role's exposure, live demand lowers it. All white-collar hiring in India moved +12% year on year in February 2026.
Sector openings · February 2026 vs February 2025
| Sector (as published) | Openings YoY | Direction |
|---|---|---|
| Architecture / Interior Design | +53% | SURGING |
| Accounting / Finance | +45% | SURGING |
| Defence / Government | +40% | SURGING |
| Insurance | +28% | SURGING |
| BPO / ITES | +22% | GROWING FAST |
| Advertising / PR / Events | +19% | GROWING FAST |
| Real Estate / Property | +19% | GROWING FAST |
| Hotels / Restaurants / Airlines / Travel | +15% | GROWING FAST |
| Retail | +14% | GROWING |
| IT-Hardware & Networking | +13% | GROWING |
| FMCG / Foods / Beverage | +12% | GROWING |
| Oil & Gas / Power / Infra / Energy | +11% | GROWING |
| Education / Teaching / Training | +10% | GROWING |
| Pharma / Biotech / Clinical Research | +8% | GROWING |
| Medical / Healthcare / Hospital | +7% | GROWING |
| IT-Software / Software Services | +6% | GROWING |
| Auto / Auto Ancillary | +0% | FLAT |
| Semiconductors / Electronics | -3% | SHRINKING |
| Banking / Financial Services / Broking | -5% | SHRINKING |
| Security / Law Enforcement | -10% | SHRINKING SHARPLY |
| Telecom / ISP | -11% | SHRINKING SHARPLY |
| Legal | -14% | SHRINKING SHARPLY |
City openings · February 2026 vs February 2025
Function-level demand
Fresher hiring
Fresher hiring across India rose +18% year on year (December 2025) — led by Hospitality +56%, Insurance +56%, BPO / ITES +44%, Real Estate +43%. The growth is outside IT, which is why an IT fresher and a hospitality fresher do not get the same score. Source.
Sector and city data: Naukri JobSpeak Index (Info Edge), February 2026 annexure. Primary source. Journalists and researchers may cite these figures directly to their original publishers; cite HumanTail only for the exposure estimates built on top of them.
Cite this analysis
These figures are free to quote with attribution to HumanTail. Suggested citation:
HumanTail, "India AI Work Index — September 2026", September 2026 edition. https://humantailai.com/india-index
Press and research queries: press@humantailai.com
How the numbers are built
- We score tasks, not job titles. Each role is decomposed into the duties people actually perform in India, and each duty carries an exposure weight for how well current AI systems do it end to end.
- Role exposure is the weighted duty score, adjusted for the Indian delivery context: how the work is priced (per task, per ticket, per document), how much of it is screen-based, and how much requires physical presence or accountable sign-off.
- City, industry and salary indices are the weighted exposure of the local job mix — not measured job losses. Salary is used as a proxy for scope: the further a role sits from owning a decision, the higher its exposure.
- Every score carries a confidence label (HIGH, MEDIUM, LOW) based on how much verified duty-level data supports it. Low-confidence numbers are labelled, not hidden.
- Figures are estimates published for public scrutiny. They are recalibrated every month against reported hiring, headcount and capability data.
Published data we calibrate against
Third-party figures — sourced and linked. Our scores are estimates built on top of them.
Net headcount change across India's five largest IT services firms in FY26, against +12,718 in FY25.
CALIBRATES: IT services role exposure and the 'RISING' trend flag on delivery roles
Fresher hiring in Indian IT fell from a peak of about 600,000 in FY22 to roughly 120,000 in FY25 — an 80% decline.
CALIBRATES: Entry-level and student exposure; the ₹3–6 LPA bracket index
Entry-level IT roles in India have already shrunk by 20–25% as automation absorbs testing, basic coding and documentation.
CALIBRATES: Manual QA (86) and IT services engineer (74) exposure estimates
Tech openings for professionals with up to two years of experience fell to 10,000 from 13,000 year on year.
CALIBRATES: Fresher reality notes on every role card
India's technology workforce grew just 2.3% in FY26, to 59.5 lakh — its weakest expansion in years.
CALIBRATES: Sector-wide pressure forecast for IT services
Bengaluru, Delhi-NCR and Mumbai hold 25.4%, 24.8% and 19.2% of India's AI-related job openings — nearly 70% between them.
CBRE Research (64,500+ Naukri listings)
CALIBRATES: City exposure indices and AI-demand concentration column
64% of new Global Capability Centre roles in India now require AI, data science or automation skills; tier-2 hiring is growing 23% year on year.
foundit Insights Tracker, via FlowVerify
CALIBRATES: Tier-2 city index and the skill-ROI ranking
Workers with AI skills command a 62% average wage premium globally, and AI-skill roles are growing about eight times faster than the wider market.
CALIBRATES: Skill ROI ordering and salary-at-risk framing
India recorded a 59.5% year-on-year jump in AI engineering hiring — the fastest of any major economy.
CALIBRATES: Human Moat uplift for AI-adjacent roles
Peer-reviewed Indian research on AI's labour-market effect, used as a sanity check on our sector-level ordering.
ICRIER — 'AI and Jobs: This Time Is No Different'
CALIBRATES: Industry index ordering across all 23 sectors
This index is built from our own task-level exposure model plus anonymised, aggregated duty data submitted by HumanTail users in India. It is an estimate that improves every month as more real duties are described — not a government statistic.
GLOBAL EDITION: SEPTEMBER 2026