Browse Skills software anomalies

software anomalies

🔻 Declining ESCO reuse: sector-specific

The deviations of what is standard and exceptional events during software system performance, identification of incidents that can alter the flow and the process of system execution.

software anomalies — the deviations of what is standard and exceptional events during software system performance, identification of incidents that can alter the flow and the process of system execution. McKinsey's Skill Change Index places it in the declining band (SCI 52.45/100) — a skill likely to fall in demand as AI and automation cover more of its ground by 2030. ESCO classifies it as a sector-specific (rooted in one industry) skill within knowledge. It is currently listed by 7 occupations in our catalogue, including ICT integration tester, ICT quality assurance manager, ICT system tester, and application engineer.

Category: knowledge › software and applications development and analysis SCI: 52.45/100 Also known as: software performance incidents, software behaviour deviations, software performance deviations, software bugs, software defects

Occupations that require software anomalies

Showing top 7 of 7 occupations · ranked by India employment volume, then AI-durability.

ICT integration tester · 🤖 5.0/10
ICT quality assurance manager · 🤖 5.0/10
ICT system tester · 🤖 5.0/10
application engineer · 🤖 5.0/10
digital games tester · 🤖 5.0/10
embedded systems security engineer · 🤖 5.0/10
software tester · 🤖 5.9/10

Frequently asked questions

What is software anomalies?

The deviations of what is standard and exceptional events during software system performance, identification of incidents that can alter the flow and the process of system execution.

What category of skill is software anomalies?

ESCO classifies software anomalies under the knowledge category, specifically in the software and applications development and analysis subcategory.

Is software anomalies an AI-durable skill?

McKinsey's Skill Change Index places it in the declining band (SCI 52.45/100) — 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 software anomalies?

In our catalogue, 7 occupations list software anomalies as a required or important skill. The top occupations by employment volume include ICT integration tester, ICT quality assurance manager, ICT system tester, application engineer, digital games tester, embedded systems security engineer.

How transferable is software anomalies between industries?

ESCO tags software anomalies as a sector-specific (rooted in one industry) skill — a signal of how portable it is when you change field.

Is software anomalies the same as software performance incidents?

Yes — software anomalies is also known as software performance incidents, software behaviour deviations, software performance deviations, software bugs, or software defects. They refer to the same underlying capability in the ESCO taxonomy.

How can I learn software anomalies?

The most reliable path is to pick a job or project that demands software anomalies 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.