Unstructured data

Essential for

• ICT information and knowledge manager
  ICT information and knowledge managers contribute to the definition of organisational information strategy and apply information and knowledge creation, editing, storage, and distr…
• Data analyst
  Data analysts import, inspect, clean, transform, validate, model, or interpret collections of data with regard to the business goals of the company. They ensure that the data sourc…
• Zoo registrar
  Zoo registrars are responsible for the maintenance of a wide variety of  records relating to animals and their care in zoological collections. This includes both historic and curre…

Optional for

• Marine engineering technician
  Marine engineering technicians carry out technical functions to help marine engineers with the design, development, manufacturing, and testing processes, installation, and maintena…
• Renewable energy engineer
  Renewable energy engineers research alternative sources of energy in order to design systems for renewable energy production. They strive to optimise energy production from renewab…
• ICT disaster recovery analyst
  ICT disaster recovery analysts develop, maintain, and implement ICT continuity and disaster recovery strategies and solutions. They support the technical teams, assess the risks, d…
• Software tester
  Software testers perform software tests. They may also plan and design them. They may also debug and repair software although this mainly corresponds to designers and developers. T…
• Data warehouse designer
  A data warehouse designer is a specialized IT professional responsible for designing and creating efficient and organized data storage systems known as data warehouses. Data wareho…
• Marine electronics technician
  Marine electronics technicians lay out, install and repair electronic systems and equipment in vessels. They assemble electronic components and wiring according to blueprints …
• Energy systems engineer
  Energy systems engineers supervise the energy conversion and distribution processes. They analyse the energy supply and consumption efficiency developing new ways to improve the ex…
• Data scientist
  Data scientists find and interpret rich data sources, manage large amounts of data, merge data sources, ensure consistency of data-sets, and create visualisations to aid in underst…
• Marine engineering drafter
  Marine engineering drafters convert the marine engineers' designs into technical drawings usually using software. Their drawings detail dimensions, fastening and assembling methods…
• Solar energy engineer
  Solar energy engineers design systems which generate electrical energy from sunlight, such as photovoltaic systems. They design and construct systems which optimise the energy outp…
• Electromechanical engineering technician
  Electromechanical engineering technicians collaborate with electromechanical engineers in the development of electromechanical equipment. Electromechanical engineering technicians …
• Electric power generation engineer
  Electric power generation engineers design and develop systems that generate electrical power and develop strategies for the improvement of existing electricity generation systems.…
• Naval architect
  Naval architects design, build, maintain and repair all types of boats from pleasure crafts to naval vessels, including submarines. They analyse floating structures and take variou…
• Maintenance and repair engineer
  A Maintenance and Repair Engineer is responsible for ensuring that machinery, equipment, and systems operate reliably and efficiently by performing regular maintenance, troubleshoo…
• Solar energy technician
  Solar energy technicians install and maintain systems that collect solar energy. They prepare the necessary fixtures, often on roofs, install solar panels, and plug them into an el…
• Electromechanical engineer
  An electromechanical engineer is a professional who specializes in the interdisciplinary field that combines electrical engineering and mechanical engineering. Electromechanical en…
• Hydropower technician
  Hydropower technicians install and maintain systems in hydropower plants. They perform inspections, analyse problems and carry out repairs. They ensure the turbines operate in comp…
• Knowledge engineer
  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 …
• Database designer
  Database designers specify the database's logical structure, processes, and information flows. They design data models and databases to serve data acquisition. Excludes people perf…
• Data centre operator
  Data centre operators maintain computer operations within the data centre. They manage daily activities within the centre to solve problems, maintain the system availability, and e…
• Power distribution engineer
  Power distribution engineers design and operate facilities that distribute power from the distribution facility to the consumers. They research methods for optimising power distrib…
• Marine engineer
  Marine engineers design, build, maintain and repair the hull, mechanical, electronic equipment and auxiliary systems such as engines, pumps, heating, ventilation, generator sets. T…
• Chief data officer
  Chief data officers manage companies' enterprise-wide data administration and data mining functions. They ensure data are used as a strategic business asset at the executive level …
• Computer scientist
  Computer scientists conduct research in computer and information science, directed toward greater knowledge and understanding of fundamental aspects of ICT phenomena. They write re…
• ICT business analyst
  ICT business analysts are in charge of analysing and designing an organisation's processes and systems, assessing the business model and its integration with technology. They also …