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Occupation · 2026 assessment

Engineer

A Engineer calculates, designs, tests or maintains technical systems and is accountable for safety, reliability and compliance. The assessment separates automation of individual tasks from accountability for the professional outcome.

Low risk level Calculate my risk → Search jobs ↗
How risk may change

Eine Prognose, kein garantiertes Szenario.

32%2026
35%2028
39%2030
45%2035

Which tasks are exposed

Risk applies to individual tasks—not to a person or an entire occupation.

TaskRisk
gathering technical requirements50%
calculation and modelling45%
developing diagrams or drawings41%
selecting materials and components36%
checking standards and safety30%
testing a prototype or system20%
failure analysis9%
maintaining technical documentation3%

Task map

AI replaces ↔ AI augments

Each task is positioned by AI capability and the degree of human involvement still required.

  1. 1gathering technical requirementsAI 50% · human 64%
  2. 2calculation and modellingAI 45% · human 70%
  3. 3developing diagrams or drawingsAI 41% · human 77%
  4. 4selecting materials and componentsAI 36% · human 66%
  5. 5checking standards and safetyAI 30% · human 69%
  6. 6testing a prototype or systemAI 20% · human 77%
  7. 7failure analysisAI 9% · human 88%
  8. 8maintaining technical documentationAI 3% · human 77%

Why technology can change this work

  • digital tools reduce preparation and control time
  • full automation is constrained by variable real-world conditions
  • many cases still require professional judgement
  • key information often emerges only through direct work

What protects the occupation

  • system-safety accountability
  • work with physical constraints
  • testing under real conditions

Deutschland · before tax

Average pay and outlook

Estimated nominal monthly pay. The scenario reflects sector, demand and task resilience; it is not a guarantee of income.

2026€5 160per month
2035€7 080scenario estimate
2026: €5 16020262027: €5 34020272028: €5 54020282029: €5 73020292030: €5 94020302031: €6 15020312032: €6 37020322033: €6 60020332034: €6 84020342035: €7 0802035
Find jobs · Bundesagentur für Arbeit ↗The partner link may contain referral parameters. Data benchmark: Eurostat ↗

Practical next step

Where to move next

Do not restart from zero: carry your experience forward and add scarce skills.

Electrician

Established resilient role
New role risk12%
DemandMediumDifficultyMediumTime6–12 monthsSkill fit68%

Energy Storage Optimizer

Emerging role
New role risk12%
DemandHighDifficultyMediumTime6–12 monthsSkill fit68%

Robot Safety Engineer

Emerging role
New role risk10%
DemandHighDifficultyLowTime3–6 monthsSkill fit85%

Robotics Maintenance Planner

Emerging role
New role risk15%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

Digital Twin Engineer

Emerging role
New role risk14%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Industrial Automation Engineer

Established resilient role
New role risk21%
DemandMediumDifficultyLowTime3–6 monthsSkill fit79%

Job search and transitions

Find work with a lower risk index

Compare adjacent paths and open a current search for the selected occupation.

Skills you already have

  • engineering calculations
  • reading and producing drawings
  • materials knowledge
  • safety standards
  • testing
  • failure analysis

Skills to build

  • digital twins
  • generative engineering
  • model-based development
  • predictive diagnostics
  • equipment cybersecurity
  • AI-calculation validation
CurrentEngineer · 32%
→
Keepengineering calculations · reading and producing drawings · materials knowledge
→
Adddigital twins · generative engineering · model-based development

Sources and update

Aktualisiert: 2026-09-27 · Assessment confidence: Medium

International Labour Organization · 2025Generative AI and Jobs: A Refined Global Index of Occupational Exposure

Около 30 000 задач; глобальная оценка воздействия GenAI по детализированным группам профессий.

World Economic Forum · 2025The Future of Jobs Report 2025

Опрос более 1 000 работодателей, представляющих свыше 14 млн работников в 55 экономиках.

O*NET Resource Center · 2026O*NET Database

Структура профессий, задач, навыков и рабочих контекстов.