Model version 2026-07

Metodologia AI-risk ZaróbTo

Wynik AI-risk w ZaróbTo oznacza ekspozycję zadań na AI i automatyzację. Nie jest prognozą zwolnienia, prawdopodobieństwem utraty pracy ani poradą zawodową.

Rubryka scoringu

FactorPointsDirectionDescription
digital_work_share0-20increases_exposureHow much of the role is performed in digital tools, documents, software, data systems or communication channels.
rule_based_tasks0-15increases_exposureHow often tasks follow stable rules, templates, schemas, procedures or repeatable decision trees.
repeatability0-15increases_exposureHow often tasks can be repeated at scale with similar inputs and outputs.
remote_executability0-10increases_exposureHow easily work can be completed without physical presence, manual handling or local context.
human_accountability-0-15reduces_exposureHow much the role requires human responsibility, regulated judgement, sign-off or direct accountability.
physical_presence-0-15reduces_exposureHow much the role depends on physical work, location-specific execution or hands-on activity.
empathy_trust_relationship-0-10reduces_exposureHow much the work depends on human trust, care, empathy, negotiation or relationship building.
unstructured_environment-0-10reduces_exposureHow much the role happens in changing, messy or hard-to-standardize environments.

Przykłady interpretacji

accountant: medium_high

Many tasks are digital, document-based and rule-based, but accountability, interpretation and client context reduce full automation exposure.

software_developer: medium

Code generation and documentation are exposed, while architecture, ownership, debugging in context and product judgement reduce exposure.

nurse: low

Documentation may be AI-assisted, but physical presence, care, accountability and patient trust strongly reduce automation exposure.

Ograniczenia

  • - The model does not predict layoffs, unemployment or wage change.
  • - The model scores role-level task exposure and may not match an individual workplace.
  • - Employer adoption, regulation, data access, tooling quality and local process maturity can change real exposure.
  • - Scores are ZarobTo modelled values and should not be treated as official statistics.

Educational and analytical model only. It is not career, legal, financial or employment advice.

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