AI readiness

Ghana · Electronics & Repair

This assessment uses Frey & Osborne automation data adjusted for Ghana's economy. It is an estimate, not a prediction. Source: Frey-Osborne 2013 + ILO task indices.

Resilience score

Based on your skill diversity, digital literacy, and language range.

3 languages· Increases resilience

Digital: Basic· Moderate digital exposure

6 skill clusters· Good diversity

Your skills — what's at risk, what's durable

Frey-Osborne 2013 · ILO task indices · LMIC-calibrated

Risk scores adjusted for Ghana's economy. Base Frey-Osborne score for "Inventory management": 74%. Adjusted for LMIC context (lower automation capital, higher manual labour share): 67%.

Electronics repair & diagnostics
Durable31%
Multilingual communication
Durable18%
Customer service & negotiation
Durable29%
Self-directed / online learning
Durable22%
Basic digital literacy
Transition zone48%
Inventory & stock management
High exposure67%
Cash handling / manual transactions
High exposure74%

Skills that would increase your resilience

Adding these would move you out of the transition zone.

Mobile money & digital payments

Digital

+6 pts to resilience score

~4 weeks · Free resource available

Basic electrical circuit diagnostics

Technical

+4 pts to resilience score

~8 weeks · Free resource available

Small business bookkeeping

Business

+5 pts to resilience score

~6 weeks · Free resource available

Real signal · ILO task content index · Ghana · Electronics sector

62%

of tasks in your sector are non-routine

(harder to automate)

38%

routine task share

source: ILO Future of Work dataset

ILO Future of Work · Task indices · 2022