RetrainMap

RetrainMap · India edition

No fake safe-lists. No webinar funnel.
Real routes, real prices, in rupees.

A ₹999 one-time report on where your occupation stands in the AI transition — built from the ILO’s published exposure research and India’s own labour data — with a priced menu of government retraining routes, from ₹0 to about ₹27,000, each with its fee page, its date, and the gaps stated in writing. This edition is for Maharashtra and the seven occupations listed below. National routes are included; state ITI fees are Maharashtra-specific. UPI at checkout. GST included in the price. No upsell after it.

Get your report — ₹999 Read a complete sample first

WP·01

The question, asked from an Indian desk

“Will AI take my job — and what do I actually do about it, on an Indian salary?” The anxiety is not imported. Three published readings, each with its source and date:

69%

of Indian employees say they use AI in their roles — against 42% globally. The technology is not arriving at Indian offices; it is already on the desk. Randstad Workmonitor, randstad.in, checked 2026-08-20.

0.58

the ILO’s GenAI exposure score for contact-centre information clerks — Gradient 3 of 4, and 9 of the 13 occupations in the top tier are clerical or contact work. The BPO desk sits in the most exposed family the index measures. ILO Working Paper 140, Table A1 — extracted from the ILO’s PDF 2026-08-21.

13.6%

urban youth unemployment (15–29, CY2025) — against 3.1% overall. The queue behind every seat is the quiet fact under every “just switch jobs” advice video. PLFS Annual Report 2025 press note, MoSPI — fetched 2026-08-21.

Disclosure we think you deserve: exposure scores measure the technical possibility that tasks could be done with GenAI — the ILO’s own paper stresses they do not imply the automation of an occupation. Nobody measuring honestly can tell you when, or whether your employer will. Anyone who claims otherwise is selling the claim, not the data.

WP·02

Check the free options before paying

National Career Service provides free career information and employment services. Its official FAQ explains that some counselling sessions may charge a fee; check the session terms. SWAYAM offers free course access, with fees for some certification exams.

RetrainMap charges ₹999 for one document combining a supported occupation's published exposure reading with stored, sourced retraining-route prices. It does not provide counselling, admission, funding approval or a current job offer. Read the complete free Maharashtra sample to judge whether that compilation is useful to you. Public alternatives checked 2026-09-26.

WP·03

What we will not pretend India publishes

The US edition of this report leans on American federal datasets. India does not publish equivalents for most of them — and this report prints that, in the report, as three labeled downgrade boxes. If a competing product shows you these numbers for India, ask where they came from; India does not publish them.

D1No earnings-by-program data

The US links training programs to completers’ tax-record earnings. India publishes nothing equivalent — the closest is NIRF’s self-reported placement medians, from ranked institutions only. Where no record exists, the report says “none exists” instead of inventing one.

D2Exposure crossed a taxonomy

No India-native task-exposure index exists. Our lead index is the ILO’s — built on the same ISCO-08 system India’s NCO-2015 is officially aligned to, one join, no US detour — and the report prints the ILO’s warning that task mixes differ across countries. Two US indices were left out rather than bridged on an unverifiable crosswalk.

D3Prices assembled page by page

No national dataset prices Indian training. Fees are state-by-state (ITI), centre-by-centre (NIELIT), batch-by-batch (schemes). Every price in the report carries its page, its date, and a verification tag — green for an institution source on the recorded fetch date, amber for an aggregator source and you should verify before paying.

Why say this on the sales page? Because the honesty is the product. A report that admits what India doesn’t publish is the only kind whose other numbers you should trust.

WP·04

What the ₹999 report contains

Reports are generated automatically from stored, dated source data. Sources are not refreshed for each purchase, and individual reports are not reviewed by a person before sending. V1 covers seven occupations — the complete list sits with the price. Five sections, all evidence:

  1. Your occupation, read honestly

    The ILO exposure reading with the authors’ caveats verbatim; the Anthropic Economic Index’s India profile; the PLFS wage context India actually publishes — and the two gaps (no occupation wage without microdata, no official projections) stated in words.

  2. The desk next door, measured

    Your occupation’s clerical-family neighbours from the ILO table — showing why the “safe sideways move” mostly is not one, and why the moves that change the number all involve retraining.

  3. The priced escape menu, in ₹

    Government routes with real fee pages: state ITI trades (≈₹3,000 for two years in Maharashtra), the NIELIT ‘O’ Level (≈₹27,000 all-in), apprenticeship stipends (₹5,000–9,000/month prescribed — they pay you — with the 2025 recommendation to raise the band to ₹6,800–12,300 shown as the pending recommendation it is), healthcare-support courses via the free government catalog, and the ₹0-to-₹1,000 NPTEL certification rung. Each with URL, date, tag.

  4. Sources and dates

    Every figure’s source, license and access date, in an appendix you can check line by line.

  5. What the report cannot know

    The limits box: what exposure indices measure, what India’s data cannot support, what only you can know. No forecast dressed as fact.

Then judge it against the real thing: the complete sample report — Customer Service Executive (BPO), Maharashtra — free, watermarked, nothing held back. It is visibly thinner than our US sample, and it tells you exactly why, in the document. That is the point.

WP·05

₹999. Once. GST included. UPI at checkout.

₹999
  • One supported occupation in Maharashtra, generated from stored source data with its original dates
  • Covers 7 occupations at v1 — the complete list is under this card; if yours is not on it, do not buy yet
  • Tax-inclusive — ₹999 is the number you pay, not the number before the number
  • UPI, cards and netbanking at checkout, priced in rupees
  • Automated delivery by email after order processing
  • 14-day no-questions refund
Get your report — ₹999
Checkout by Paddle, our merchant of record — the seller of record for Indian GST, so there is no paperwork on your side. UPI, cards, netbanking, in ₹.

What the price covers

₹999 buys the dated report shown in the free sample, for one of the seven supported occupations in Maharashtra. It is an automated compilation of public sources, not an individual consultation. It includes no source refresh for your order. Free career information is available from National Career Service.

What ₹999 does not buy:

  • No subscription, no auto-renewal, no “premium tier”
  • No upsell webinar, no coaching pitch, no telecalls — we do not have your number
  • No email capture before purchase, no “free counselling session” that is a sales call
  • No promise that any job is safe — the data cannot support one, and we say so

The 7 occupations v1 covers

A report is only for sale where its exposure reading, its family table, and its priced routes have all been verified together. For v1 that is the clerical and contact family — the family the ILO index marks most exposed — these seven:

  • Customer service / BPO executive — voice, chat, email, incl. technical-support voice
  • Telecaller / telesales executive (outbound)
  • Enquiry clerk / front-desk enquiry executive
  • Receptionist / front-office executive
  • General office clerk / back-office executive
  • Data entry operator
  • Team leader (BPO/operations) / office supervisor

Occupation names follow the ISCO-08/NCO-2015 unit groups the underlying data is published on; at checkout you pick from exactly this list, so nothing is matched by guesswork and the 14-day refund stands regardless. Not on the list? Then do not buy yet: a report we cannot build from verified data is a report we refuse to sell. Occupations are added as their data verifies — the next wave (accountants, teachers, legal and HR staff) ships only when it passes the same figure-by-figure verification; states beyond Maharashtra likewise (see the FAQ).

WP·06

Buy the report — two picks, then UPI

Pick a supported occupation and confirm Maharashtra, then pay in the secure Paddle window — UPI, cards or netbanking, in rupees. Your email is collected at payment; the report is delivered there.

State-set route prices in v1 (the ITI fee tables) are sourced from Maharashtra’s official pages and labeled as such in the report; the national routes — NIELIT, NPTEL, apprenticeships — are all-India. Checkout is limited to Maharashtra. If you live elsewhere, use the free sample or ask about coverage before paying; this edition does not provide your state's fee schedule.

₹999 GST-inclusive — the number in the window is the number you pay. Card and UPI details go to Paddle, never to this site.

WP·07

Fair questions

Can I pay by UPI?
Yes — that is the point of the India edition. Checkout runs in rupees through Paddle, our merchant of record, which presents UPI natively (plus cards and netbanking) and is the legal seller of record for Indian GST. ₹999 is tax-inclusive; there is nothing to add at the end.
Is this just the American report with the dollars changed?
No — and the differences are printed, not hidden. The India edition is built on the ILO’s exposure research (native to the occupation system India’s NCO-2015 aligns to), India’s PLFS labour data, and Indian government fee pages. It is thinner than the US report because India publishes less, and the report marks each thin place with a labeled downgrade box. Read the sample — the boxes are in it.
Why should I trust an unknown website with ₹999?
Don’t — verify instead. The complete sample report is free and watermarked, every figure in it carries a source URL and access date you can check yourself, and the purchase carries a 14-day no-questions refund. Trust is the wrong ask; checkability is the offer.
Will this tell me which jobs are AI-proof?
No, because nobody can. The published indices measure task overlap with what GenAI can do — their own authors state, in writing, that this cannot ground career advice, and our report quotes them verbatim. What the report does instead: shows your occupation’s reading, shows the readings of the destinations, and prices the routes between them. The decision stays yours, with real numbers in it.
Why is the first edition Maharashtra-only?
Because route prices are state-sourced. Government-ITI fees are set by each state — our Maharashtra figures come from the state DVET’s own page — and a report that quietly showed you another state’s fees would be wrong in the way that matters. More states follow as their fee pages are verified.
Is my data safe? What do you collect?
The order asks your occupation and state on this page, and your delivery email in the payment window. Payment happens entirely at Paddle’s checkout — card and UPI details never touch us. No number, no WhatsApp, no telecalling list. See privacy.

retrainmap.com · /in/ — the India edition · US edition: $29, US routes and federal data