perform data analysis
Collect data and statistics to test and evaluate in order to generate assertions and pattern predictions, with the aim of discovering useful information in a decision-making process.
perform data analysis — collect data and statistics to test and evaluate in order to generate assertions and pattern predictions, with the aim of discovering useful information in a decision-making process. McKinsey's Skill Change Index places it in the declining band (SCI 53.8/100) — 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 17 occupations in our catalogue, including ICT account manager, air traffic manager, call centre supervisor, and chemical plant manager.
Occupations that require perform data analysis
Showing top 17 of 17 occupations · ranked by India employment volume, then AI-durability.
Frequently asked questions
What is perform data analysis?
Collect data and statistics to test and evaluate in order to generate assertions and pattern predictions, with the aim of discovering useful information in a decision-making process.
What category of skill is perform data analysis?
ESCO classifies perform data analysis under the skills category, specifically in the managing, gathering and storing digital data subcategory.
Is perform data analysis an AI-durable skill?
McKinsey's Skill Change Index places it in the declining band (SCI 53.8/100) — 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 perform data analysis?
In our catalogue, 17 occupations list perform data analysis as a required or important skill. The top occupations by employment volume include ICT account manager, air traffic manager, call centre supervisor, chemical plant manager, contact centre supervisor, industrial maintenance supervisor.
How transferable is perform data analysis between industries?
ESCO tags perform data analysis as a cross-sector (useful across many industries) skill — a signal of how portable it is when you change field.
Is perform data analysis the same as analyse data performance?
Yes — perform data analysis is also known as analyse data performance, perform analysis of data, implement data analysis, performing data analysis, undertake data analysis, or complete data analysis. They refer to the same underlying capability in the ESCO taxonomy.
How can I learn perform data analysis?
The most reliable path is to pick a job or project that demands perform data analysis 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.