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20250616605Examine the data from many different sources; design and implement custom algorithms, workflow processes and schemes for large-scale complex data sets used for modeling; and conduct data mining and research.
Some or all of the following licenses, certificates or degrees may be required to work in this career.
The open-source data storing, analysis and processing framework which consists mainly in the MapRedu...
The computer language LDAP is a query language for retrieval of information from a database and of d...
The computer language LINQ is a query language for retrieval of information from a database and of d...
The computer language MDX is a query language for retrieval of information from a database and of do...
The computer language N1QL is a query language for retrieval of information from a database and of d...
The computer language SPARQL is a query language for retrieval of information from a database and of...
The computer language SQL is a query language for retrieval of information from a database and of do...
The computer language XQuery is a query language for retrieval of information from a database and of...
Identify key relevant funding sources and prepare research grant application in order to obtain fund...
Apply fundamental ethical principles and legislation to scientific research, including issues of res...
Construct recommendation systems based on large data sets using programming languages or computer to...
The tools used to transform large amounts of raw data into relevant and helpful business information...
Gather data by designing and applying search and sampling methods.
Communicate about scientific findings to a nonscientific audience, including the general public. Tai...
Work and use research findings and data across disciplinary and/or functional boundaries.
Use specific techniques and methodologies to analyze the data requirements of an organization's busi...
The methods of artificial intelligence, machine learning, statistics and databases used to extract c...
The techniques and existing systems used for structuring data elements and showing relationships bet...
The process of revealing data issues using
Specify the criteria by which data quality is measured for business purposes, such as inconsistencie...
Create visual representations of data such as charts or diagrams for easier understanding.
Demonstrate deep knowledge and complex understanding of a specific research area, including responsi...
Apply design principles for an adaptive, elastic, automated, loosely coupled databases making use of...
Draft a database scheme by following the Relational Database Management System (RDBMS) rules in orde...
Create a customized software for processing data by selecting and using the appropriate computer pro...
Develop alliances, contacts or partnerships, and exchange information with others. Foster integrated...
Publicly disclose scientific results by any appropriate means, including conferences, workshops, col...
Draft and edit scientific, academic or technical texts on different subjects.
Use ICT tools to apply mathematical, algorithmic or other data manipulation processes in order to cr...
Review proposals, progress, impact and outcomes of peer researchers, including through open peer rev...
Apply mathematical methods and make use of calculation technologies in order to perform analyzes and...
Collect and select a set of data from a population by a statistical or other defined procedure.
Apply quality analysis, validation and verification techniques on data to check data quality integri...
The process of classifying the information into categories and showing relationships between the dat...
The techniques and methods used for eliciting and extracting information from unstructured or semi-s...
Combine data from sources to provide unified view of the set of these data.
Show consideration to others as well as collegiality. Listen, give and receive feedback and respond ...
Analyze data gathered from sources such as market data, scientific papers, customer requirements and...
Oversee regulations and use ICT techniques to define the information systems architecture and to con...
Oversee the classification system an organization uses to organize its data. Assign an owner to each...
Administer all types of data resources through their lifecycle by performing data profiling, parsing...
Develop and manage methods and strategies used to maximize data quality and statistical efficiency i...
Produce, describe, store, preserve and (re) use scientific data based on FAIR (Findable, Accessible,...
Deal with the private legal rights that protect the products of the intellect from unlawful infringe...
Be familiar with Open Publication strategies, with the use of information technology to support rese...
Take responsibility for lifelong learning and continuous professional development. Engage in learnin...
Produce and analyze scientific data originating from qualitative and quantitative research methods. ...
Mentor individuals by providing emotional support, sharing experiences and giving advice to the indi...
Reduce data to their accurate core form (normal forms) in order to achieve such results as minimizat...
The online tools which analyze, aggregate and present multi-dimensional data enabling users to inter...
Operate Open Source software, knowing the main Open Source models, licensing schemes, and the coding...
Detect and correct corrupt records from data sets, ensure that the data become and remain structured...
Explore large datasets to reveal patterns using statistics, database systems or artificial intellige...
Manage and plan various resources, such as human resources, budget, deadline, results, and quality n...
Gain, correct or improve knowledge about phenomena by using scientific methods and techniques, based...
Apply techniques, models, methods and strategies which contribute to the promotion of steps towards ...
Deploy broad awareness of processes of knowledge valorization aimed to maximize the two–way flow of ...
Conduct academic research, in universities and research institutions, or on a personal account, publ...
The field of standardized computer languages for retrieval of information from a database and of doc...
Produce research documents or give presentations to report the results of a conducted research and a...
The query languages such as SPARQL which are used to retrieve and manipulate data stored in Resource...
Master foreign languages to be able to communicate in one or more foreign languages.
The study of statistical theory, methods and practices such as collection, organization, analysis, i...
Critically read, interpret, and summarize new and complex information from diverse sources.
Instruct students in the theory and practice of academic or vocational subjects, transferring the co...
Demonstrate the ability to use concepts in order to make and understand generalizations, and relate ...
The information that is not arranged in a pre-defined manner or does not have a pre-defined data mod...
Gather, process and analyze relevant data and information, properly store and update data and repres...
Use software tools for managing and organizing data in a structured environment which consists of at...
Use software tools to create and edit tabular data to carry out mathematical calculations, organize ...
The visual representation and interaction techniques, such as histograms, scatter plots, surface plo...
Present the hypothesis, findings, and conclusions of your scientific research in your field of exper...