Knowledge engineers integrate structured knowledge into computer systems (knowledge bases) in order to solve complex problems normally requiring a high level of human expertise or artificial intelligence methods. They are also responsible for eliciting or extracting knowledge from information sources, maintaining this knowledge, and making it available to the organisation or users. To achieve this, they are aware of knowledge representation and maintenance techniques (rules, frames, semantic nets, ontologies) and use knowledge extraction techniques and tools. They can design and build expert or artificial intelligence systems that use this knowledge.
No competences in this bucket.
The tools, methods and notations such as Business Process Model and Notation (BPMN) and Business Process Execution Language (BPEL), used to describe and analyse the characteristics of a business process and model its further development.
The methodologies and tools used for creating logical and physical structure of databases, such as logical data structures, diagrams, modelling methodologies and entity-relationships.
The techniques and methods used for eliciting and extracting information from unstructured or semi-structured digital documents and sources.
The type of infrastructure which defines the format of data: semi-structured, unstructured and structured.
The technologies which enable ICT devices to understand and interact with users through human language.
The artificial intelligence theories, applied principles, architectures and systems, such as intelligent agents, multi-agent systems, expert systems, rule-based systems, neural networks, ontologies and cognition theories.
The query languages such as SPARQL which are used to retrieve and manipulate data stored in Resource Description Framework format (RDF).
The principles that can be applied to all types of systems at all hierarchical levels, which describe the system's internal organisation, its mechanisms of maintaining identity and stability and achieving adaptation and self-regulation and its dependencies and interaction with the environment.
The programming paradigm that is based on combining markup (which adds context and structure to text) and other web programming code, such as AJAX, javascript and PHP, in order to carry out appropriate actions and visualise the content.
The tools used to transform large amounts of raw data into relevant and helpful business information.
The process of developing and constructing systems for implementing data collection and analysis at large scale.
The field of study that deals with big amount of data using AI techniques such as machine learning algorithms to predict patterns and obtain useful information to make business decisions
The sequence of steps, such as planning, creating, testing and deploying and the models for the development and life-cycle management of a system.
The techniques to convert unstructured descriptions of a process into step-by-step sequence of actions of a finite number of steps.
No competences in this bucket.
Implement principles of ICT systems theory in order to explain and document system characteristics that can be applied universally to other systems
Evaluate the implicit mastery of skilled experts in an ICT system to make it explicit for further analysis and usage.
Create coherent lists and hierarchies of concepts and terms to ensure consistent indexing in knowledge organisation systems.
Oversee integration of public or internal databases and other data, by using semantic technologies to produce structured semantic output.
Understand and use interfaces particular to an application or use case.
Utilise computer languages that are syntactically distinguishable from the text, to add annotations to a document, specify layout and process types of documents such as HTML.
Study clients' needs and expectations for a product or service in order to identify and resolve inconsistencies and possible disagreements of involved stakeholders.
Specify technical properties of goods, materials, methods, processes, services, systems, software and functionalities by identifying and responding to the particular needs that are to be satisfied according to customer requirements.
Set up structures and distribution policies to enable or improve information exploitation using appropriate tools to extract, create and expand business mastery.
Apply database design schemes and models, define data dependencies, use query languages and database management systems (DBMS) to develop and manage databases.
Use software tools for managing and organising data in a structured environment which consists of attributes, tables and relationships in order to query and modify the stored data.
No competences in this bucket.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in ABAP.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in AJAX.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in APL.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in ASP.NET.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in Assembly.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in C#.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in C++.
The technologies which enable access to hardware, software, data and services through remote servers and software networks irrespective of their location and architecture.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in COBOL.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in CoffeeScript.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in Common Lisp.
The methods of artificial intelligence, machine learning, statistics and databases used to extract content from a dataset.
The ICT systems that can be used to support business or organisational decision making.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in Erlang.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in Groovy.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in Haskell.
The methodologies for the planning, implementation, review and follow-up of ICT projects, such as the development, integration, modification and sales of ICT products and services, as well as projects relating technological innovation in the field of ICT.
The set of legislative rules that safeguards information technology, ICT networks and computer systems and legal consequences which result from their misuse. Regulated measures include firewalls, intrusion detection, anti-virus software and encryption.
The methods through which information is generated, structured, stored, maintained, linked, exchanged and used.
The process of classifying the information into categories and showing relationships between the data for some clearly defined purposes.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in Java.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in JavaScript.
The computer language LINQ is a query language for retrieval of information from a database and of documents containing the needed information. It is developed by the software company Microsoft.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in Lisp.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in MATLAB.
The computer program Visual C++ is a suite of software development tools for writing programs, such as compiler, debugger, code editor, code highlights, packaged in a unified user interface. It is developed by the software company Microsoft.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in ML.
The computer language N1QL is a query language for retrieval of information from a database and of documents containing the needed information. It is developed by the software company Couchbase.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in Objective-C.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in OpenEdge Advanced Business Language.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in Pascal.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in Perl.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in PHP.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in Prolog.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in Python.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in R.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in Ruby.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in SAP R3.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in SAS language.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in Scala.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in Scratch.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in Smalltalk.
The computer language SPARQL is a query language for retrieval of information from a database and of documents containing the needed information. It is developed by the international standards organisation World Wide Web Consortium.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in Swift.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in TypeScript.
The information that is not arranged in a pre-defined manner or does not have a pre-defined data model and is difficult to understand and find patterns in without using techniques such as data mining.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in VBScript.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in Visual Basic.
The visual representation and interaction techniques, such as histograms, scatter plots, surface plots, tree maps and parallel coordinate plots, that can be used to present abstract numerical and non-numerical data, in order to reinforce the human understanding of this information.
The human mental processes such as attention, memory, language use, perception, problem solving, creativity and thinking.
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms (e.g. object oriented programming, functional programming) and of programming languages.
No competences in this bucket.
Develop the database design models and diagrams which establish the structure of a database by using modelling software tools to be implemented in further processes.
Specify the physical configuration of database files on a given media. This consists of in-detail specifications of indexing options, data types and data elements placed in the data dictionary.
Create and program application interfaces, their operations, inputs and outputs and underlying types.
Draft a database scheme by following the Relational Database Management System (RDBMS) rules in order to create a logically arranged group of objects such as tables, columns and processes.
Create an encrypted connection between private networks, such as different local networks of a company, over the internet to ensure that only authorized users can access it and that the data cannot be intercepted.
Create and manage cloud data retention. Identify and implement data protection, encryption, and capacity planning needs.
Retrieve information from a database or information system using computer languages designed for the retrieval of data.
Use the available ICT systems that can be used to support business or organisational decision making.
Establish a positive, long-term relationship between organisations and interested third parties such as suppliers, distributors, shareholders and other stakeholders in order to inform them of the organisation and its objectives.
Manage various data formats and files by naming, publishing, transforming and sharing files and documents and transforming file formats.
Use software tools to archive data by copying and backing them up, in order to ensure their integrity and to prevent data loss.
Use tools which allow users to copy and archive computer software, configurations and data and recover them in case of loss.
Use software tools to create and edit tabular data to carry out mathematical calculations, organise data and information, create diagrams based on data and to retrieve them.