Data Science and Data Handling Professions Family · Definition based on NIST Big Data WG (NIST...
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Contact: Yuri Demchenko <[email protected]> Steve Brewer <[email protected]> Acknowledgement EDISON project is supported by the Horizon 2020 Programme Grant number 675419 (INFRASUPP-4-2015: CSA). For more information refer to EDISON documents EDSF - http:// edison-project.eu/edison-data-science-framework-edsf CF-DS: http:// edison-project.eu/data-science-competence-framework-cf-ds DS-BoK: http:// edison-project.eu/data-science-body-knowledge-ds-bok MC-DS: http:// www.edison-project.eu/data-science-model-curriculum-mc-ds DSP Profiles: http:// www.edison-project.eu/data-science-professional-profiles-dsp Data Science and Data Handling Professions Family Data Scientist Professional (DSP) Definition based on NIST Big Data WG (NIST SP1500 - 2015) A Data Scientist is a practitioner who has sufficient knowledge in the overlapping regimes of expertise in business needs, domain knowledge, analytical skills, and programming and systems engineering expertise to manage the end-to-end scientific method process through each stage in the big data lifecycle, till the delivery of expected scientific and business value to science or industry. Other commonly recognized workplace and personal effectiveness skills: • “Social intelligence” or inter-personal skills and team work, cooperativeness • Problem solving, Business fundamentals, communication and story telling Data Science Competences includes 5 areas/groups • DSDA - Data Analytics • DSENG - Data Science Engineering • DSDM - Data Management • DSRM - Scientific and Research Methods • DSBPM - Business Process Management • DSDK - Domain Knowledge/Expertise Data Science Competence Framework (CF-DS) and DSP Profiles Mapping Building the Data Science Team Data Science Professional Profile Groups DSP profiles defined in compliance with the European Skills, European Competences, Qualifications and Occupations (ESCO) Taxonomy and CWA 16458 (2012) European ICT Professional Profiles Family Tree. DSP Profiles mapping to ESCO Taxonomy High Level Groups and corresponding CF-DS Competence Groups (relevance level from 5 – maximum to 1 – minimum)
Transcript of Data Science and Data Handling Professions Family · Definition based on NIST Big Data WG (NIST...
Contact: Yuri Demchenko <[email protected]>Steve Brewer <[email protected]>
AcknowledgementEDISON project is supported by the Horizon 2020 ProgrammeGrant number 675419 (INFRASUPP-4-2015: CSA).
For more information refer to EDISON documentsEDSF - http://edison-project.eu/edison-data-science-framework-edsfCF-DS: http://edison-project.eu/data-science-competence-framework-cf-dsDS-BoK: http://edison-project.eu/data-science-body-knowledge-ds-bokMC-DS: http://www.edison-project.eu/data-science-model-curriculum-mc-dsDSP Profiles: http://www.edison-project.eu/data-science-professional-profiles-dsp
Data Science and Data Handling Professions Family
Data Scientist Professional (DSP)
Definition based on NIST Big Data WG (NIST SP1500 - 2015)A Data Scientist is a practitioner who has sufficient knowledge in the overlapping regimes of expertise in business needs, domain knowledge, analytical skills, and programming and systems engineering expertise to manage the end-to-end scientific method process through each stage in the big data lifecycle, till the delivery of expected scientific and business value to science or industry.
Other commonly recognized workplace and personal effectiveness skills:
• “Social intelligence” or inter-personal skills and team work, cooperativeness• Problem solving, Business fundamentals, communication and story telling
Data Science Competences includes 5 areas/groups• DSDA - Data Analytics• DSENG - Data Science Engineering• DSDM - Data Management• DSRM - Scientific and Research Methods• DSBPM - Business Process Management• DSDK - Domain Knowledge/Expertise
Data Science Competence Framework (CF-DS)and DSP Profiles Mapping
Building the Data Science Team
Data Science Professional Profile Groups
DSP profiles defined in compliance with the European Skills, European Competences, Qualifications and Occupations (ESCO) Taxonomy and CWA 16458 (2012) European ICT Professional Profiles Family Tree.
DSP Profiles mapping to ESCO Taxonomy High Level Groups and corresponding CF-DS Competence Groups (relevance level from 5 – maximum to 1 – minimum)
