Section 2 · 10
How We Research & Rank
The twenty expertise areas were not chosen by opinion. They came out of a scoring framework applied to roughly 600 source retrievals — and the framework, its weights, its evidence rules and its weaknesses are all published here. If you disagree with a weight, the sensitivity analysis shows you exactly what your disagreement changes.
A priority list you cannot interrogate is just an opinion with formatting. This one you can take apart.
The research question
What capabilities will Iran most realistically need from its domestic and diaspora human capital to rebuild, modernize, become more productive, and reconnect with the global economy?
Deliberately not “what are the popular professions?” and not “what are the future skills?” — those produce lists that look the same for every country.
The process
Roughly 600 source retrievals across five evidence sweeps — diaspora populations (~102), Iran's sector conditions (~85), institutional sources (~114), taxonomy gap-testing and sector AI evidence (~204), domestic replaceability (~118) — plus an independent verification pass on 12 headline figures (~76 retrievals), which produced three public corrections.
The nine criteria and their weights
The weights are a judgment, not a discovery. We publish them so you can disagree with them.
- 15%Urgency of Iranian need
- 15%Difficulty of replacing the expertise locally
- 15%Diaspora's practical ability to contribute
- 10%Reconstruction importance
- 10%Economic impact
- 10%Infrastructure and essential services
- 10%Long-term strategic importance
- 8%Global technology trends
- 7%Knowledge-transfer potential
All sub-scores were assigned by one analyst against stated criteria. They have not been validated by a panel. Two informed people would produce somewhat different numbers and a somewhat different order.
What changes if you disagree
| Remove the scarcity dimension entirely | The ranking substantially reverts to the intuitive order — Energy, Water and Healthcare rise into the top three; Finance falls to ~6th. Scarcity is doing most of the work, which is precisely why it was added and why it is published. |
| Double global technology trends (8% → 16%) | AI moves from 12th to ~7th; Cybersecurity to ~2nd. Little else moves. |
| Equal weights across all nine | Finance, Disaster Risk and Governance still lead; Oil & Gas and Culture still trail. |
| Weight urgency at 30% | Water, Energy and Healthcare enter the top four; Finance holds around 4th on scarcity alone. |
Stable across every weighting tested: Finance/Compliance and Disaster Risk at the top; Oil & Gas and Culture at the bottom. Not stable: ranks 5 through 17 — which is why this site never numbers them.
So we publish two lists, because they answer different questions
Iran's most urgent needs
Ranked by the scale and immediacy of the problem. Water, energy, housing and healthcare lead it. Iran's water crisis is the single largest constraint the country faces.
- 1Energy & Power
- 2Water & Sanitation
- 3Construction, Housing & Urban Systems
- 4Healthcare & Medicine
- 5Agriculture & Food Systems
- 6Finance, Compliance & Investment
- 7Manufacturing & Industrial Systems
- 8Transportation, Aviation & Logistics
- 9Oil, Gas, Petrochemicals & Mining
- 10Disaster Risk & Emergency Management
Where diaspora expertise adds most
Ranked by where someone abroad can contribute something Iran cannot readily produce itself. Financial compliance, disaster management, institutional capacity and cybersecurity lead that one.
Water appears near the top of the first list and in the middle of the second. That is not a contradiction — it is the finding. Iran's water problem is severe and Iran has hydraulic engineers. What it lacks is water governance: allocation, pricing, enforcement. Inside each category we name the specific layer where contribution is scarcest, rather than the discipline as a whole.
Only the top and bottom of the second list hold steady when the weights are changed. The middle genuinely moves, so we group it rather than numbering it.
Corrections on the record
ONS Iran-born, England & Wales: 108,648
109,168 (UK total 114,952) — re-pulled from the ONS census observations API
“Iran ranked 94th in AI readiness”
76th of 195, Oxford Insights 2025 edition — the 94th figure conflates editions; editions are never mixed
FATF statement date: 24 October 2025
19 June 2026 — the listing itself is unchanged; the statement date is not
What this framework does not claim
The ranking is not objectively absolute. It is a transparent, reproducible ordering under stated weights; different defensible weights produce a different order, and only the extremes are stable. It could not reach most Iranian .ir domains — which materially weakens the domestic-capability evidence and is disclosed wherever it bears on a conclusion. It has not been validated by card-sorting the taxonomy with real members. It is not a substitute for a native Persian speaker's review of terminology, or for legal advice.