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European Skills, Competences, Qualifications and Occupations (ESCO)

Skills & competences

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K - knowledge
L - language skills and knowledge
S - skills
S1 - communication, collaboration and creativity
S2 - information skills
S3 - assisting and caring
S4 - management skills
S5 - working with computers
S5.0 - working with computers
S5.1 - programming computer systems
S5.1.0 - programming computer systems
- analyse software specifications
- apply reverse engineering
- build recommender systems
- conduct ICT code review
- create game testing software
- customise software for drive system
- debug software
- design component interfaces
- design interaction model
- develop code exploits
- develop computer vision system
- develop data processing applications
- develop ICT device driver
- develop reporting software
- develop software prototype
- develop statistical software
- develop translation memory software
- develop virtual game engine
- develop with cloud services
- do cloud refactoring
- execute software tests
- explain distributed ledger technologies principles
- implement ICT coding conventions
- operate open source software
- perform dimensionality reduction
- perform software recovery testing
- perform software unit testing
- program firmware
- use automatic programming
- use concurrent programming
- use functional programming
- use interface description language
- use logic programming
- use markup languages
- use object-oriented programming
- use query languages
- use scripting programming
- utilise computer-aided software engineering tools
- utilise regular expressions
S5.2 - setting up and protecting computer systems
S5.5 - accessing and analysing digital data
S5.6 - using digital tools for collaboration, content creation and problem solving
S5.7 - using digital tools to control machinery
S6 - handling and moving
S7 - constructing
S8 - working with machinery and specialised equipment
T - transversal skills and competences

This concept is obsolete

utilise machine learning

skills

working with computers

programming computer systems

programming computer systems

utilise machine learning

Concept overview

Description

Use techniques and algorithms that are able to extract mastery out of data, learn from it and make predictions, to be used for program optimisation, application adaptation, pattern recognition, filtering, search engines and computer vision.

Alternative Labels

carry out machine learning

perform machine learning

use machine learning

utilize machine learning

Skill type

skill

Skill reusability level

sector specific skills and competences

Relationships

Broader concepts

Essential for

Optional for

Concept status

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DG Employment, Social Affairs and Inclusion of the European Commission developed ESCO in collaboration with stakeholders and with the European Centre for the Development of Vocational Training (Cedefop).

CONTACT ESCO
Current version: ESCO v1.2 (Last update 15/05/2024)