Browse Skills run simulations

run simulations

🔻 Declining ESCO reuse: cross-sector

Run simulations and audits to assess operability of newly implemented setups; detect errors for improvement.

run simulations — run simulations and audits to assess operability of newly implemented setups; detect errors for improvement. McKinsey's Skill Change Index places it in the declining band (SCI 54.34/100) — a skill likely to fall in demand as AI and automation cover more of its ground by 2030. ESCO classifies it as a cross-sector (useful across many industries) skill within skills. It is currently listed by 3 occupations in our catalogue, including battery simulation engineer, process engineer, and call centre analyst.

Category: skills › monitoring, inspecting and testing SCI: 54.34/100 Also known as: use simulations, running simulations, perform simulations, operate simulations, running a simulation, run a simulation

Occupations that require run simulations

Showing top 3 of 3 occupations · ranked by India employment volume, then AI-durability.

battery simulation engineer · 🤖 5.0/10
process engineer · 🤖 5.0/10
call centre analyst · 🤖 5.8/10

Frequently asked questions

What is run simulations?

Run simulations and audits to assess operability of newly implemented setups; detect errors for improvement.

What category of skill is run simulations?

ESCO classifies run simulations under the skills category, specifically in the monitoring, inspecting and testing subcategory.

Is run simulations an AI-durable skill?

McKinsey's Skill Change Index places it in the declining band (SCI 54.34/100) — a skill likely to fall in demand as AI and automation cover more of its ground by 2030. Prioritise this skill only when it directly enables paid work today — plan for AI to absorb more of it every year.

Which jobs require run simulations?

In our catalogue, 3 occupations list run simulations as a required or important skill. The top occupations by employment volume include battery simulation engineer, process engineer, call centre analyst.

How transferable is run simulations between industries?

ESCO tags run simulations as a cross-sector (useful across many industries) skill — a signal of how portable it is when you change field.

Is run simulations the same as use simulations?

Yes — run simulations is also known as use simulations, running simulations, perform simulations, operate simulations, running a simulation, run a simulation, or conduct simulations. They refer to the same underlying capability in the ESCO taxonomy.

How can I learn run simulations?

The most reliable path is to pick a job or project that demands run simulations and learn through delivery. Complement that with role-specific roadmaps and short courses. Explore the occupations below to see where this skill is used in practice.

Data: ESCO v1.2.1 (CC-BY-4.0). Durability framework informed by McKinsey Global Institute (Nov 2025). See our methodology.