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PTOC61

The Impact of AI on
Market-oriented skilled agricultural workerss

TL;DR: The Verdict

No. Market-oriented skilled agricultural workerss face a elevated risk risk of AI replacement over the next 5 years due to 30% exposure to generative language models and automated agents.

Portugal·Updated 2024-01

Risk Score
59.8
Elevated
●0.0 MoM
Compared to Others
Top 77%
#40 of 52 tracked
More at risk than 23% of jobs in PT
Market-oriented skilled agricultural workers is holding steady in Portugal for now, but some indicators bear watching. Not alarming, but not entirely comfortable either.
Based on Eurostat employment data, wage trends, hiring volume, and O*NET AI automation research.
Hiring
0.0%
Wages
+6.7%
Employment
+3.3%
AI Replacement Risk
30%
What This Means

There are some warning signs for Market-oriented skilled agricultural workers in Portugal, but it’s not all bad. One major indicator is slipping while the rest hold steady. Check back next month.

Data sources: Eurostat (LFSA_EGAI2D, lc_lci_r2_q) · O*NET Database 29.0 (automation exposure) · Multi-factor composite risk model. Period: 2024-01.Full methodology →
What Should I Do?

Keep an eye on the trends. Your job isn't in immediate danger, but some indicators deserve attention. Set up a free alert and we'll notify you if things change.

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Anonymous AccountantThreat (Risk)

"AI (specifically LLMs and automated bookkeeping plugins) is doing 80% of our manual data entry now. Entry-level jobs are definitely shrinking. However, complex tax strategy relies on human judgment. If you just do entry, you are at risk. If you advise, you are safe."

Same Occupation — Global
Same occupation, different labour markets. Cross-country alignment may vary by classification system.
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60 — High (strong headwinds)
Risk scores are quantitative signals based on government statistical releases. They reflect structural labour market trends, not individual job security. Not professional career advice.