Computer scientist jobs in Finland
Computer scientists conduct research in computer and information science, directed toward greater knowledge and understanding of fundamental aspects of ICT phenomena. They write research reports and proposals. Computer scientists also invent and design new approaches to computing technology, find innovative uses for existing technology and studies and solve complex problems in computing.
Computer scientist - Which skills are essential?
Conduct a comprehensive and systematic research of information and publications on a specific topic. Present a comparative evaluative literature summary.
Synthetise and write proposals aiming to solve research problems. Draft the proposal baseline and objectives, the estimated budget, risks and impact. Document the advances and new developments on the relevant subject and field of study.
Apply mathematical methods and make use of calculation technologies in order to perform analyses and devise solutions to specific problems.
Use models (descriptive or inferential statistics) and techniques (data mining or machine learning) for statistical analysis and ICT tools to analyse data, uncover correlations and forecast trends.
Plan scholarly research by formulating the research question and conducting empirical or literature research in order to investigate the truth of the research question.
Execute a systematic empirical investigation of observable phenomena via statistical, mathematical or computational techniques.
Use professional researching and interviewing methods and techniques to gather relevant data, facts or information, to gain new insights and to fully comprehend the message of the interviewee.
Perform research tasks such as recruitment of participants, scheduling of tasks, collecting of empirical data, data analysis and production of materials in order to assess the interaction of users with an ICT system, program or application.
Use techniques to extract information or disassemble an ICT component, software or system in order to analyse, correct and reassemble or reproduce it.
Read and interpret scientific publications that present a research problem, the methodology, its solution and hypothesis. Compare them and extract the information needed.
The theoretical methodology used in scientific research involving doing background research, constructing an hypothesis, testing it, analysing data and concluding the results.
Gather relevant information by applying systematic methods, such as interviews, focus groups, text analysis, observations and case studies.
Computer scientist - Which skills are useful but not essential?
Solve problems which arise in planning, prioritising, organising, directing/facilitating action and evaluating performance. Use systematic processes of collecting, analysing, and synthesising information to evaluate current practice and generate new understandings about practice.
The tools used to transform large amounts of raw data into relevant and helpful business information.
The computer language MDX 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 methods of artificial intelligence, machine learning, statistics and databases used to extract content from a dataset.
The investigation and analysis of subject behaviour through regulated and lifelike observations and disciplined scientific experiments.
The techniques, models, methods and strategies which contribute to the promotion of steps towards innovation.
The characteristics of internal and external documentation types aligned with the product life cycle and their specific content types.
The computer language XQuery 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.
Explore large datasets to reveal patterns using statistics, database systems or artificial intelligence and present the information in a comprehensible way.
The recent trends, developments and innovations in modern technologies such as biotechnology, artificial intelligence and robotics.
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 methods used for eliciting and extracting information from unstructured or semi-structured digital documents and sources.
Create and describe new original research and innovation ideas within the field of information and communication technologies, compare to the emerging technologies and trends and plan the development of new ideas.
The process of classifying the information into categories and showing relationships between the data for some clearly defined purposes.
The query languages such as SPARQL which are used to retrieve and manipulate data stored in Resource Description Framework format (RDF).
The field of standardised computer languages for retrieval of information from a database and of documents containing the needed information.
The computer language LDAP is a query language for retrieval of information from a database and of documents containing the needed information.
Reach out to and meet up with people in a professional context. Find common ground and use your contacts for mutual benefit. Keep track of the people in your personal professional network and stay up to date on their activities.
Produce research documents or give presentations to report the results of a conducted research and analysis project, indicating the analysis procedures and methods which led to the results, as well as potential interpretations of the results.
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 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.
Enter information into a data storage and data retrieval system via processes such as scanning, manual keying or electronic data transfer in order to process large amounts of data.
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.