{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:16:02Z","timestamp":1750220162214,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":15,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,6,12]],"date-time":"2022-06-12T00:00:00Z","timestamp":1654992000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,6,12]]},"DOI":"10.1145\/3531072.3535324","type":"proceedings-article","created":{"date-parts":[[2022,6,7]],"date-time":"2022-06-07T22:09:08Z","timestamp":1654639748000},"page":"38-43","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Piloting Data Engineering at Berkeley"],"prefix":"10.1145","author":[{"given":"Joseph M.","family":"Hellerstein","sequence":"first","affiliation":[{"name":"University of California, Berkeley, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aditya G.","family":"Parameswaran","sequence":"additional","affiliation":[{"name":"University of California, Berkeley, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2022,6,12]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"crossref","unstructured":"Ani Adhikari John DeNero and Michael\u00a0I Jordan. 2021. Interleaving Computational and Inferential Thinking: Data Science for Undergraduates at Berkeley. (2021).  Ani Adhikari John DeNero and Michael\u00a0I Jordan. 2021. Interleaving Computational and Inferential Thinking: Data Science for Undergraduates at Berkeley. (2021).","DOI":"10.1162\/99608f92.cb0fa8d2"},{"key":"e_1_3_2_1_2_1","volume-title":"Data engineers vs. data scientists. (April","author":"Anderson Jesse","year":"2018","unstructured":"Jesse Anderson . 2018. Data engineers vs. data scientists. (April 2018 ). Jesse Anderson. 2018. Data engineers vs. data scientists. (April 2018)."},{"key":"e_1_3_2_1_3_1","unstructured":"Jesse Anderson. 2018. The Two Types of Data Engineering. https:\/\/www.jesse-anderson.com\/2018\/06\/the-two-types-of-data-engineering\/ accessed 03\/13\/2022.  Jesse Anderson. 2018. The Two Types of Data Engineering. https:\/\/www.jesse-anderson.com\/2018\/06\/the-two-types-of-data-engineering\/ accessed 03\/13\/2022."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/2993422.2993577"},{"key":"e_1_3_2_1_5_1","unstructured":"Vicki Boykis. 2019. Data science is different now. https:\/\/vickiboykis.com\/2019\/02\/13\/data-science-is-different-now\/ accessed 03\/13\/2022.  Vicki Boykis. 2019. Data science is different now. https:\/\/vickiboykis.com\/2019\/02\/13\/data-science-is-different-now\/ accessed 03\/13\/2022."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.14778\/1687553.1687576"},{"key":"e_1_3_2_1_7_1","unstructured":"Magdalene\u00a0L. Crowley. 2021. EPIC Lab receives $2M NSF grant to build tools for criminal justice big datasets. https:\/\/eecs.berkeley.edu\/news\/2021\/09\/epic-lab-receives-2m-nsf-grant-build-tools-criminal-justice-big-datasets accessed 05\/09\/2022.  Magdalene\u00a0L. Crowley. 2021. EPIC Lab receives $2M NSF grant to build tools for criminal justice big datasets. https:\/\/eecs.berkeley.edu\/news\/2021\/09\/epic-lab-receives-2m-nsf-grant-build-tools-criminal-justice-big-datasets accessed 05\/09\/2022."},{"key":"e_1_3_2_1_8_1","unstructured":"Mihail Eric. 2021. We Don\u2019t Need Data Scientists We Need Data Engineers. https:\/\/www.mihaileric.com\/posts\/we-need-data-engineers-not-data-scientists\/ accessed 03\/13\/2022.  Mihail Eric. 2021. We Don\u2019t Need Data Scientists We Need Data Engineers. https:\/\/www.mihaileric.com\/posts\/we-need-data-engineers-not-data-scientists\/ accessed 03\/13\/2022."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.14778\/2367502.2367510"},{"key":"e_1_3_2_1_10_1","unstructured":"Jill Hodges. 2019. UC Berkeley Powers Up to Lead in Data Systems. https:\/\/data.berkeley.edu\/news\/uc-berkeley-powers-lead-data-systems accessed 03\/13\/2022.  Jill Hodges. 2019. UC Berkeley Powers Up to Lead in Data Systems. https:\/\/data.berkeley.edu\/news\/uc-berkeley-powers-lead-data-systems accessed 03\/13\/2022."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/1978942.1979444"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.14778\/3407790.3407807"},{"key":"e_1_3_2_1_13_1","unstructured":"Berkeley Data 8\u00a0Course Staff. 2022. Data 8: The Foundations of Data Science. data8.org accessed 03\/13\/2022.  Berkeley Data 8\u00a0Course Staff. 2022. Data 8: The Foundations of Data Science. data8.org accessed 03\/13\/2022."},{"key":"e_1_3_2_1_14_1","unstructured":"Berkeley Data Engineering\u00a0Course Staff. 2021. Data Engineering. https:\/\/cal-data-eng.github.io\/ accessed 03\/13\/2022.  Berkeley Data Engineering\u00a0Course Staff. 2021. Data Engineering. https:\/\/cal-data-eng.github.io\/ accessed 03\/13\/2022."},{"volume-title":"Software engineering at Google: Lessons learned from programming over time. O\u2019Reilly Media","author":"Winters Titus","key":"e_1_3_2_1_15_1","unstructured":"Titus Winters , Tom Manshreck , and Hyrum Wright . 2020. Software engineering at Google: Lessons learned from programming over time. O\u2019Reilly Media , Sebastopol, CA . Titus Winters, Tom Manshreck, and Hyrum Wright. 2020. Software engineering at Google: Lessons learned from programming over time. O\u2019Reilly Media, Sebastopol, CA."}],"event":{"name":"SIGMOD\/PODS '22: International Conference on Management of Data","sponsor":["SIGMOD ACM Special Interest Group on Management of Data"],"location":"Philadelphia PA USA","acronym":"SIGMOD\/PODS '22"},"container-title":["1st International Workshop on Data Systems Education"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3531072.3535324","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3531072.3535324","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T19:00:27Z","timestamp":1750186827000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3531072.3535324"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6,12]]},"references-count":15,"alternative-id":["10.1145\/3531072.3535324","10.1145\/3531072"],"URL":"https:\/\/doi.org\/10.1145\/3531072.3535324","relation":{},"subject":[],"published":{"date-parts":[[2022,6,12]]},"assertion":[{"value":"2022-06-12","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}