Occupation · 2026 assessment

Renewable Energy Forecasting Analyst

Emerging role

An emerging specialist who combines domain expertise with technology in energy transition and climate systems. The role focuses on framing tasks, validating outputs, managing risk and taking responsibility for deployment in the real world.

Why this role is emerging: An emerging role at the intersection of energy transition and climate systems. It is developing as organizations deploy AI, autonomous systems and robotics; the scope will evolve with practice and regulation.
How risk may change

Une estimation prospective, pas un scénario garanti.

17%2026
24%2028
32%2030
42%2035

Which tasks are exposed

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

TaskRisk
Collecting and transferring routine data35%
Preparing standard documents30%
Searching and classifying information26%
Rule-based verification22%
Analyzing recurring cases17%
Handling exceptions3%
Negotiation and alignment3%
Accountability for final decisions3%

Task map

AI replaces ↔ AI augments

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

  1. 1Collecting and transferring routine dataAI 35% · human 87%
  2. 2Preparing standard documentsAI 30% · human 90%
  3. 3Searching and classifying informationAI 26% · human 85%
  4. 4Rule-based verificationAI 22% · human 92%
  5. 5Analyzing recurring casesAI 17% · human 91%
  6. 6Handling exceptionsAI 3% · human 94%
  7. 7Negotiation and alignmentAI 3% · human 94%
  8. 8Accountability for final decisionsAI 3% · human 93%

Why technology can change this work

  • some information is already digital
  • the work includes repeatable operations
  • part of the output can be verified automatically
  • technology lowers the cost of routine tasks

What protects the occupation

  • accountability for outcomes
  • non-standard decisions
  • human context and trust

France · 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 630per month
2035€6 770scenario estimate
2026: €4 63020262027: €4 83020272028: €5 04020282029: €5 26020292030: €5 48020302031: €5 72020312032: €5 97020322033: €6 23020332034: €6 49020342035: €6 7702035
Find jobs · France Travail ↗The partner link may contain referral parameters. Data benchmark: Eurostat ↗

Job search and transitions

Find work with a lower risk index

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

Carbon Accounting Automation Specialist

Skill fit 81% · risk 22%

Search jobs ↗

Skills you already have

  • domain expertise
  • communication
  • quality control
  • process understanding

Skills to build

  • AI tools
  • data work
  • model output validation
  • ethics and safety
  • domain expertise
CurrentRenewable Energy Forecasting Analyst · 17%
→
Keepdomain expertise · communication · quality control
→
AddAI tools · data work · model output validation

Sources and update

Mis à jour: 2026-09-27 · Assessment confidence: Low

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

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World Economic Forum · 2025The Future of Jobs Report 2025

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O*NET Resource Center · 2026O*NET Database

Структура профессий, задач, навыков и рабочих контекстов.