Roles in Data Science Teams

Data-driven organization. You’ve likely heard this buzz phrase hundreds of times. But what does it really mean? And who are people who make data useful? In our new video we’ll have a look at the real data infrastructure technology and teams that make it work. 00:00 Rating system change at Netflix 01:33 Data-driven organization 02:33 Data infrastructure and data engineering 05:52 Machine learning and data science Sources: [1] https://www.forbes.com/sites/insertcoin/2017/06/26/netflixs-thumb-based-ratings-system-is-the-epitome-of-uselessness/#3d4f8fad13d3 [2] https://medium.com/@gibsonbiddle/customer-obsession-8f1689df60ad [3] https://www.youtube.com/watch?v=Nr24tw3dmZQ&feature=youtu.be&t=578 [4] http://newvantage.com/wp-content/uploads/2018/01/Big-Data-Executive-Survey-2018-Findings-1.pdf [5] https://hbr.org/2012/10/data-scientist-the-sexiest-job-of-the-21st-century [6] https://pdfs.semanticscholar.org/1eb1/31a34fbb508a9dd8b646950c65901d6f1a5b.pdf?_ga=2.6636338.1206942115.1574098102-10831542.1574098102 [7] https://towardsdatascience.com/data-science-is-becoming-software-engineering-53e31314939a To learn more check our articles: 1) Explaining the Data Pipeline, Data Warehouse, and Data Engineer Role https://www.altexsoft.com/blog/datascience/what-is-data-engineering-explaining-data-pipeline-data-warehouse-and-data-engineer-role/ 2) What is ETL Developer https://www.altexsoft.com/blog/datascience/who-is-etl-developer-role-description-process-breakdown-responsibilities-and-skills/ 3) How to Structure a Data Science Team https://www.altexsoft.com/blog/datascience/how-to-structure-data-science-team-key-models-and-roles/ 4) How to Choose a Data Science and AI Consulting Company https://www.altexsoft.com/blog/business/how-to-choose-data-science-and-ai-consulting-company/ Learn more about AltexSoft: https://www.altexsoft.com Follow us on LinkedIn: https://www.linkedin.com/company/altexsoft/ Follow us on Facebook: https://www.facebook.com/altexsoft/ Follow us on Twitter: https://twitter.com/AltexSoft Follow us on Instagram: https://www.instagram.com/altexsoftcom/ This video contains the frames from movies: Pulp Fiction, 1994 Avatar, 2009 Friends, 1994 — 2004 The lion king, 1994 Interstellar, 2014 Click, 2006 Schindler's list, 1993 Blade Runner, 1982 Uncut Gems, 20190 Music in video: • Ghost Dance by Kevin MacLeod is licensed under a Creative Commons Attribution license (https://creativecommons.org/licenses/by/4.0/) Source: http://incompetech.com/music/royalty-free/index.html?isrc=USUAN1100573 Artist: http://incompetech.com/ • Cherry Blossom - Wonders by Kevin MacLeod is licensed under a Creative Commons Attribution license (https://creativecommons.org/licenses/by/4.0/) Source: http://incompetech.com/music/royalty-free/index.html?isrc=USUAN1100382 Artist: http://incompetech.com/ • Evening Fall Harp by Kevin MacLeod is licensed under a Creative Commons Attribution license (https://creativecommons.org/licenses/by/4.0/) Source: http://incompetech.com/music/royalty-free/index.html?isrc=USUAN1100236 Artist: http://incompetech.com/ • Harlequin by Kevin MacLeod is licensed under a Creative Commons Attribution license (https://creativecommons.org/licenses/by/4.0/) Source: http://incompetech.com/music/royalty-free/index.html?isrc=USUAN1100635 Artist: http://incompetech.com/ • Prelude No. 16 by Chris Zabriskie is licensed under a Creative Commons Attribution license (https://creativecommons.org/licenses/by/4.0/) Source: http://chriszabriskie.com/preludes/ Artist: http://chriszabriskie.com/ • Constance - The Descent by Kevin MacLeod is licensed under a Creative Commons Attribution license (https://creativecommons.org/licenses/by/4.0/) Source: http://incompetech.com/music/royalty-free/index.html?isrc=USUAN1100850 Artist: http://incompetech.com/ • Accralate - The Dark Contenent by Kevin MacLeod is licensed under a Creative Commons Attribution license (https://creativecommons.org/licenses/by/4.0/) Source: http://incompetech.com/music/royalty-free/index.html?isrc=USUAN1100341 Artist: http://incompetech.com/