Browse Skills monitor machine operations

monitor machine operations

🏛️ Enduring ESCO reuse: cross-sector

Observing machine operations and evaluating product quality thereby ensuring conformity to standards.

monitor machine operations — observing machine operations and evaluating product quality thereby ensuring conformity to standards. McKinsey's Skill Change Index places it in the enduring band (SCI 50.63/100) — a human-connection anchor whose value is projected to hold or grow through 2030. ESCO classifies it as a cross-sector (useful across many industries) skill within skills. It is currently listed by 25 occupations in our catalogue, including Robotics Technicians, animal feed supervisor, automated optical inspection operator, and baking operator.

Category: skills › monitoring operational activities SCI: 50.63/100 Also known as: monitor machine operation, view machine operations, monitor machines operations, oversee machine operations, supervise machine operations, monitor machinery operations

Occupations that require monitor machine operations

Showing top 20 of 25 occupations · ranked by India employment volume, then AI-durability.

Robotics Technicians · 🤖 4.9/10
animal feed supervisor · 🤖 5.0/10
automated optical inspection operator · 🤖 5.0/10
baking operator · 🤖 5.0/10
battery assembler · 🤖 5.0/10
cellar operator · 🤖 5.0/10
cigar brander · 🤖 5.0/10
cigarette making machine operator · 🤖 5.0/10
distillery miller · 🤖 5.0/10
electronics production supervisor · 🤖 5.0/10
machine operator supervisor · 🤖 5.0/10
mechatronics assembler · 🤖 5.0/10
metal additive manufacturing operator · 🤖 5.0/10
optical instrument production supervisor · 🤖 5.0/10
packaging and filling machine operator · 🤖 5.0/10
pasta maker · 🤖 5.0/10
pasta operator · 🤖 5.0/10
pastry maker · 🤖 5.0/10
precision device inspector · 🤖 5.0/10
rubber goods assembler · 🤖 5.0/10

Frequently asked questions

What is monitor machine operations?

Observing machine operations and evaluating product quality thereby ensuring conformity to standards.

What category of skill is monitor machine operations?

ESCO classifies monitor machine operations under the skills category, specifically in the monitoring operational activities subcategory.

Is monitor machine operations an AI-durable skill?

McKinsey's Skill Change Index places it in the enduring band (SCI 50.63/100) — a human-connection anchor whose value is projected to hold or grow through 2030. This is a durable skill to invest in — high human-connection skills consistently resist automation.

Which jobs require monitor machine operations?

In our catalogue, 25 occupations list monitor machine operations as a required or important skill. The top occupations by employment volume include Robotics Technicians, animal feed supervisor, automated optical inspection operator, baking operator, battery assembler, cellar operator.

How transferable is monitor machine operations between industries?

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

Is monitor machine operations the same as monitor machine operation?

Yes — monitor machine operations is also known as monitor machine operation, view machine operations, monitor machines operations, oversee machine operations, supervise machine operations, monitor machinery operations, or watch machine operations. They refer to the same underlying capability in the ESCO taxonomy.

How can I learn monitor machine operations?

The most reliable path is to pick a job or project that demands monitor machine operations 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.