FlareStart
HomeNewsHow ToSources
FlareStart

Where developers start their day. All the tech news & tutorials that matter, in one place.

Quick Links

  • Home
  • News
  • Tutorials
  • Sources
  • Privacy Policy

Connect

© 2026 FlareStart. All rights reserved.

Back to articles
I Built an AI Exposure Map for 280 Nigerian Jobs
NewsTools

I Built an AI Exposure Map for 280 Nigerian Jobs

via Dev.tomax-nvs6h ago

After Karpathy's US job exposure map went viral last week, I noticed nobody had built anything like it for Nigeria or any African country. So I built it in a weekend. What it does aiexposure.com.ng scores 280 Nigerian occupations from 0-10 on AI automation exposure. Each job gets a score and a plain-English rationale explaining why. The treemap visualization shows every job — area represents employment size, color represents AI exposure (navy = safe, coral = high risk). The surprising finding Nigeria's workforce averages 3.6/10 on AI exposure. The US averages 5.3/10 . Why the gap? Nigeria's economy runs on physical presence, cash, and interpersonal trust: Okada rider: 1/10 — AI can't navigate Lagos traffic POS agent: 3/10 — cash-based trust networks aren't digitizable Suya seller: 0/10 — no algorithm can read that fire Software developer: 9/10 — yes, us too 53% of Nigerian jobs score 0-3 (low risk). The informal sector that people often overlook is mathematically the most AI-proof work

Continue reading on Dev.to

Opens in a new tab

Read Full Article
0 views

Related Articles

Remedy’s live-service shooter Firebreak is getting its final major update
News

Remedy’s live-service shooter Firebreak is getting its final major update

The Verge • 2h ago

Best early Amazon Spring Sale tablet deals 2026
News

Best early Amazon Spring Sale tablet deals 2026

ZDNet • 3h ago

News

### Introduction - Begin by defining DeFi (Decentralized Finance) and its transformative impact on…

Medium Programming • 3h ago

News

#InAmigosFoundation

Medium Programming • 3h ago

The Pentagon is developing alternatives to Anthropic, report says
News

The Pentagon is developing alternatives to Anthropic, report says

TechCrunch • 4h ago

Discover More Articles