Data scientists roles and responsibility

    • [PDF File] Position Classification Flysheet for Data Science Series, 1560

      https://www.opm.gov/policy-data-oversight/classification-qualifications/classifying-general-schedule-positions/standards/1500/gs1560.pdf

      Data scientists use life cycle process models to perform their work. There are various data science lifecycle models that consist of a set of processes in an application that transforms data into useful knowledge. Data science life cycle models incorporates principles, techniques, and methods including data cleaning,

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    • [PDF File] Defining the Roles, Responsibilities, and Functions for Data …

      https://www.rand.org/content/dam/rand/pubs/research_reports/RR1500/RR1582/RAND_RR1582.pdf

      %PDF-1.6 %âãÏÓ 498 0 obj >stream E¿ýŒ@1å«ï‚k 5o|ê‹ ‚yG ñ÷½ù›µu‹Èâ][ü3¼ ¨ýpéú #Yq 5L–ç=Ñ‹ \ Ü¿¡H’è IP šïWÂbþm ‰Õðm>´‚ t{ á>†@ Ù*f'+ ¤%ð{,‡ïö þfS UÎ ¨è˜uÁ$;Û(· Ø X^`ß G2ßµ5 ÷ ò ßÉ‹¸»Q5ž®«åî¹Rú†¡´v]WeòÛ Uj"†Ö‹hÀ5d,:)rxaýÀ,Q¤PŸ“툆£ºñ zßñÉb µÉê]ónÆ£#ß HˆÔÔû»Oú ...

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    • The Responsibilities of Scientists - JSTOR

      https://www.jstor.org/stable/41820476

      scientist. The responsibility of the scientist is a matter of great concern in a society which is so much affected by science. The word "responsibility" has a number of closely related meanings. In the first place individual scientists or the scientific community may be called responsible for something in the sense of "being the cause" of it.

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    • [PDF File] Position Classification Flysheet for Data Science Series, 1560

      http://5y1.org/file/24150/position-classification-flysheet-for-data-science-series-1560.pdf

      improve data quality, materials, equipment, applications, and methods. Data scientist work classified in this series includes professional knowledge and skills acquired through extensive education or training equivalent to higher levels of formal education. Data scientist work requires continued competence in the field of data science.

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    • [PDF File] Providing Research Data Management (RDM) Services in …

      https://www.researchgate.net/publication/335220559_Providing_Research_Data_Management_RDM_Services_in_Libraries_Preparedness_Roles_Challenges_and_Training_for_RDM_Practice/fulltext/5d57f19d92851cb74c72031e/Providing-Research-Data-Management-RDM-Services-in-Libraries-Preparedness-Roles-Challenges-and-Training-for-RDM-Practice.pdf

      Data and Information Management, 2019; 3(2): 1–18 Research Article Open Access Rong Tang*, Zhan Hu Providing Research Data Management (RDM) Services in Libraries: Preparedness, Roles,

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    • [PDF File] How do Data Science Workers Collaborate? Roles, …

      http://5y1.org/file/24150/how-do-data-science-workers-collaborate-roles.pdf

      work as “data science” [34, 47, 54, 67] and the various workers who participate in this process as “data scientists” or “data engineers”. HCI researchers are interested in data science practices. Studies have been conducted to un-derstand data science work practices [34, 43, 50, 54, 61, 67, 75, 76, 81], sometimes using the label

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    • [PDF File] “Guidelines and Ethical Standards” for Data Scientists

      https://adasci.org/wp-content/uploads/2023/01/Guidelines-and-Ethical-Standards-for-Data-Scientists.pdf

      Data scientists have a responsibility to promote the effective and efficient use of analytical methods by all members of the ... Those in leadership and decision-making roles should use professional qualifications about analytic professionals’ hiring, firing, promotion, work assignments, and other professional . 4

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    • [PDF File] The Global Data Responsibility Imperative - Mastercard

      https://www.mastercard.us/content/dam/mccom/en-us/documents/global-data-responsibility-whitepaper-customer-10232019.pdf

      data responsibility – more specifically, to the fact that data responsibility is all of our responsibility.” Ajay Banga, President & CEO of Mastercard. ... six highly regarded data scientists from diverse academic and government institutions to spend 12 months collaborating with Mastercard’s data scientists. Collectively, they are studying

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    • [PDF File] Development Workflows for Data Scientists

      https://www.dataspoof.info/wp-content/uploads/2022/03/development-workflows-data-scientists.pdf

      Team Structure and Roles There are as many data science workflows as there are data scientists because their tasks, goals, and skills vary so much. Research scien‐ tists performing exploratory work or more ad hoc analyses might never need to write production code. Data scientists, like those in

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    • [PDF File] The Emerging Role of Data Scientists on Software …

      https://web.cs.ucla.edu/~miryung/Publications/icse2016-datascientistsroles.pdf

      four roles: Data Businesspeople, Data Creatives, Data Developers, and Data Researchers. They also observed evidence for so-called “T-shaped” data scientists, who have a wide breadth of skills with depth in a single skill area. Harris et al. focus on general business intelligence analysts rather than data scientists in a software devel-

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    • The Essential Competencies of Data Scientists: A Framework …

      https://link.springer.com/content/pdf/10.1007/978-3-031-60125-5_27

      of data scientists possessing a well-rounded skill set, encompassing technical and soft skills [18–21]. The rise of AI has transformed the role of data scientists, who now integrate AI to enhance analytics and decision-making, highlighting the need for AI competencies in the field [12,22–24]. 2.2 Competencies and Competency Model for Data ...

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    • [PDF File] The Emerging Role of Data Scientists on Software …

      http://5y1.org/file/24150/the-emerging-role-of-data-scientists-on-software.pdf

      four roles: Data Businesspeople, Data Creatives, Data Developers, and Data Researchers. They also observed evidence for so-called “T-shaped” data scientists, who have a wide breadth of skills with depth in a single skill area. Harris et al. focus on general business intelligence analysts rather than data scientists in a software devel-

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    • [PDF File] Data Science as Political Action - Scholars at Harvard

      https://scholar.harvard.edu/files/bgreen/files/data_science_as_political_action.pdf

      data scientists must engage in politics: the process of negotiating between competing perspectives, values, and goals. In other words, we must recognize data science as a form of political action. Data scientists must recognize themselves as political actors engaged in normative constructions of society. In turn, data scientists must

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    • [PDF File] Data Scientist - FBIJOBS

      https://fbijobs.gov/sites/default/files/2022-05/Career_DataScientist.pdf

      FBI data scientists work at FBI Headquarters and in a few of our 56 field offices, applying their unique knowledge and specialized experience to their roles, including: • Coding • Mathematics • Statistics • Advanced Data Analysis • Advanced Data Visualization • Data Intuition • Data Wrangling

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    • [PDF File] Data Scientists in Software Teams: State of the Art and …

      https://web.cs.ucla.edu/~miryung/Publications/tse2017-datascientists.pdf

      Data scientists are becoming popular within software teams, e.g., Facebook, LinkedIn and Microsoft are creating a new career ... moonlighters who are initially hired into non-data-science roles and but have incorporated data analysis as a part of ... contributors without direct management responsibility. 2.3 Data Analysis To analyze the ...

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    • The Data Science Skills Competency Model - IBM

      https://www.ibm.com/downloads/cas/7109RLQM

      data scientists that far surpasses the availability of trained professionals. Today, 63% of executives cite a lack of talent as a prime barrier to adopting AI technology.1 This talent gap is an opportunity for aspiring professionals, and a challenge for companies striving for a competitive advantage in the market. For prospective data scientists

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    • [PDF File] Data Scientists in Software Teams: State of the Art and …

      http://5y1.org/file/24150/data-scientists-in-software-teams-state-of-the-art-and.pdf

      Data scientists are becoming popular within software teams, e.g., Facebook, LinkedIn and Microsoft are creating a new career ... moonlighters who are initially hired into non-data-science roles and but have incorporated data analysis as a part of ... contributors without direct management responsibility. 2.3 Data Analysis To analyze the ...

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    • [PDF File] The Care and Feeding of Data Scientists - Amazon Web …

      https://oreilly-ds-report.s3.amazonaws.com/Care_and_Feeding_of_Data_Scientists.pdf

      The Periodic Table of Data Scientists “Data scientist” is an overloaded term. Different data scientists have different strengths, interests, and ways in which they contribute to your organization. Breaking the role apart into a few types of spe‐ cialist archetypes helps your data scientists to understand how they

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    • An empirical exploration of scientists’ social responsibilities

      https://www.tandfonline.com/doi/pdf/10.1080/23299460.2015.1096737

      responsibilities by gathering data on what scientists and engineers view as their broader responsibilities. Some results from a preliminary questionnaire are presented in this essay along with plans to build on this initial effort. Keywords: social responsibility; scientists; engineers; questionnaire; science and society; accountable

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    • [PDF File] How do you retain your data scientists? - Deloitte US

      https://www2.deloitte.com/content/dam/Deloitte/us/Documents/technology-media-telecommunications/us-tmt-how-do-you-retain-your-data-scientists.pdf

      serious problem for data scientists. Many data scientists feel poorly equipped to handle it. And companies that are building data science teams may struggle to provide the support and direction they need— especially if they’re new to the game.9 Data scientists in a strife-ridden work environment—compared with one free of

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    • [PDF File] Understanding roles and responsibilities of data curators: an ...

      https://www.researchgate.net/profile/Krystyna-Matusiak/publication/314303064_Understanding_roles_and_responsibilities_of_data_curators_an_international_perspective/links/58e9cb90a6fdccb4a83225d6/Understanding-roles-and-responsibilities-of-data-curators-an-international-perspective.pdf

      Understanding roles and responsibilities of data curators: an international perspective ... scientists are doing library work with data and are limited to published materials. ... responsibility ...

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    • [PDF File] Roles and Responsibilities – Libraries, Librarians and Data

      https://d-scholarship.pitt.edu/25158/1/Corrall_%282012%29_RDM_chapter.pdf

      Committee similarly see data management as a strategic issue for libraries and librarians: ‘The role of the library in data-intensive research is important and a strategic repositioning of the library with respect to research support is now appropriate. We see three main potential roles for the library: increasing data-awareness

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    • Core Competencies for Cataloging and Metadata Professional …

      https://alair.ala.org/bitstream/handle/11213/20799/REVISED_CoreCompetencies_Cataloging_Metadata_2023.pdf?sequence=1

      There have been many changes in the cataloging and metadata world since the release of the 2017 Core Competencies, such as the publication of the Library Reference Model (LRM), a new version of Resource Description & Access (RDA), the Cataloguing Code of Ethics, as well as major leaps forward in generative artificial intelligence that has the ...

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