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Occupation · 2026 assessment

Land Management Engineer

A Land Management 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

Una estimación, no un escenario garantizado.

27%2026
30%2028
34%2030
40%2035

Which tasks are exposed

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

TaskRisk
gathering technical requirements45%
calculation and modelling40%
developing diagrams or drawings36%
selecting materials and components31%
checking standards and safety25%
testing a prototype or system15%
failure analysis4%
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 45% · human 67%
  2. 2calculation and modellingAI 40% · human 73%
  3. 3developing diagrams or drawingsAI 36% · human 80%
  4. 4selecting materials and componentsAI 31% · human 69%
  5. 5checking standards and safetyAI 25% · human 72%
  6. 6testing a prototype or systemAI 15% · human 80%
  7. 7failure analysisAI 4% · human 91%
  8. 8maintaining technical documentationAI 3% · human 78%

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

España · 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€4 020per month
2035€5 470scenario estimate
2026: €4 02020262027: €4 16020272028: €4 30020282029: €4 45020292030: €4 61020302031: €4 77020312032: €4 94020322033: €5 11020332034: €5 29020342035: €5 4702035
Find jobs · InfoJobs España ↗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%

Industrial Automation Engineer

Established resilient role
New role risk21%
DemandMediumDifficultyLowTime3–6 monthsSkill fit85%

Robot Fleet Manager

Emerging role
New role risk12%
DemandHighDifficultyLowTime3–6 monthsSkill fit85%

Generative Design Engineer

Emerging role
New role risk16%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

AI Security Engineer

Emerging role
New role risk14%
DemandHighDifficultyHighTime12–24 monthsSkill fit50%

Energy Storage Optimizer

Emerging role
New role risk12%
DemandHighDifficultyMediumTime6–12 monthsSkill fit62%

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
CurrentLand Management Engineer · 27%
→
Keepengineering calculations · reading and producing drawings · materials knowledge
→
Adddigital twins · generative engineering · model-based development

Sources and update

Actualizado: 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.