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Data science

TagLast edit: 12 Apr 2022 20:19 UTC by Pablo

Data science is “an interdisciplinary field that uses scientific methods, processes, algorithms and systems to extract knowledge and insights from structured and unstructured data, and apply knowledge and actionable insights from data across a broad range of application domains.”[1]

Data science as a career

80,000 Hours’ shallow profile rates data science a “sometimes recommended” career, especially for skill-building and earning to give.[2]

Further reading

Duda, Roman (2015) Data science (for skill-building & earning to give), 80,000 Hours, June.

Related entries

public interest technology | software engineering | statistical methods

  1. ^

    Wikipedia (2012) Data science, Wikipedia, April 11 (updated 11 August 2021‎).

  2. ^

    Duda, Roman (2015) Data science (for skill-building & earning to give), 80,000 Hours, June.

Sum­mary of my per­sonal ad­vice re­gard­ing data sci­ence and data en­g­ineer­ing etc

QuantumForest24 Apr 2023 8:04 UTC
8 points
0 comments5 min readEA link

Data Science for Effec­tive Good + Call for Pro­jects + Call for Volunteers

JaimeRV9 Aug 2022 14:02 UTC
42 points
9 comments4 min readEA link

[Question] EA datasets

Harry Taussig28 Oct 2021 16:56 UTC
10 points
8 comments1 min readEA link

[Question] How can we make Our World in Data more use­ful to the EA com­mu­nity?

EdMathieu4 Nov 2021 14:02 UTC
147 points
48 comments1 min readEA link

[Question] Ap­ply­ing data sci­ence/​ML to plant-based/​cul­tured meat

puratchi_vinnani26 Sep 2022 8:01 UTC
16 points
2 comments1 min readEA link

Mar­ket­ing Mes­sages Trial for GWWC Giv­ing Guide Cam­paign

Erin Morrissey8 Sep 2022 16:22 UTC
59 points
9 comments14 min readEA link

[Question] Effec­tive data sci­ence projects

Just Learning11 Apr 2022 4:30 UTC
19 points
2 comments1 min readEA link

An­a­lyz­ing view met­rics on the EA Forum

Leigh B11 Aug 2021 22:27 UTC
30 points
7 comments4 min readEA link

His­tor­i­cal EA fund­ing data

TylerMaule14 Aug 2022 13:21 UTC
267 points
49 comments2 min readEA link

Data on how much solu­tions differ in effectiveness

Benjamin_Todd17 Feb 2023 20:22 UTC
101 points
11 comments3 min readEA link
(80000hours.org)

EAG sur­vey data analysis

Leigh B24 Jan 2021 17:26 UTC
21 points
7 comments7 min readEA link

Vi­su­al­is­ing an­i­mal agriculture

Henry Stanley 🔸16 Jun 2018 1:05 UTC
17 points
11 comments1 min readEA link

Effec­tiveAltru­is­mData.com: A Web­site for Ag­gre­gat­ing and Vi­su­al­is­ing EA Data

Hmash11 Sep 2021 22:05 UTC
195 points
13 comments4 min readEA link

[Question] Young data sci­en­tist seeks pro­ject ideas

faunam17 Sep 2019 17:17 UTC
5 points
7 comments1 min readEA link

There are cur­rently more than 100 open EA-al­igned tech jobs

Sebastian Becker30 Apr 2022 16:25 UTC
101 points
21 comments3 min readEA link

Rank­ing an­i­mal foods based on suffer­ing and GHG emissions

VilleSokk20 Jan 2021 20:21 UTC
117 points
36 comments2 min readEA link

Quick Thoughts on New Ca­reer Pro­files on 80,000 Hours

Fluttershy24 Jul 2015 2:51 UTC
5 points
4 comments1 min readEA link

Why EA needs Oper­a­tions Re­search: the sci­ence of de­ci­sion making

wesg21 Jul 2022 0:47 UTC
76 points
21 comments14 min readEA link

[Question] Train­ing a GPT model on EA texts: what data?

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23 points
17 comments1 min readEA link

Giv­ing What We Can—Pledge page trial (EA Mar­ket Test­ing)

david_reinstein16 May 2022 22:39 UTC
56 points
4 comments3 min readEA link

Free Cloud Au­toma­tion for your EA Org

JaimeRV21 Nov 2022 9:44 UTC
31 points
4 comments1 min readEA link

Open Cli­mate Data as a pos­si­ble cause area, Open Philanthropy

Ben Yeoh3 Jul 2022 12:47 UTC
4 points
0 comments12 min readEA link

A new Our World in Data ar­ti­cle on longtermism

Max Roser17 Mar 2022 12:32 UTC
212 points
16 comments1 min readEA link

Stan­ford Data Science for So­cial Good is seek­ing stu­dent fel­lows and pro­ject partners

Eevee🔹21 Jan 2022 1:45 UTC
21 points
0 comments3 min readEA link

[Question] An­i­mal welfare orgs: what are your soft­ware and data anal­y­sis needs?

Eevee🔹4 Jun 2022 22:27 UTC
37 points
11 comments1 min readEA link

[Question] What op­por­tu­ni­ties are there to use data sci­ence in global pri­ori­ties re­search?

Eevee🔹18 Aug 2020 2:48 UTC
15 points
2 comments1 min readEA link

New Data Vi­su­al­i­sa­tions of the EA Forum

Hmash20 Oct 2021 2:19 UTC
41 points
10 comments1 min readEA link

MacKen­zie Scott’s grant­mak­ing data

david_reinstein15 Dec 2022 21:19 UTC
37 points
6 comments1 min readEA link
(yieldgiving.com)

What should MIT an­a­lyt­ics pro­fes­sors know about biose­cu­rity?

wesg9 Oct 2022 15:58 UTC
34 points
2 comments2 min readEA link

A be­gin­ner data sci­en­tist tries her hand at biosecurity

ElizabethE23 Oct 2020 15:20 UTC
35 points
2 comments3 min readEA link

Writ­ing about my job: Data Scientist

Gavin19 Jul 2021 10:26 UTC
63 points
5 comments2 min readEA link

EA Houses: Live or Stay with EAs Around The World

Kat Woods15 Apr 2022 18:51 UTC
223 points
39 comments3 min readEA link

Idea: Cu­rated database of quick-win tan­gible, at­tributable pro­jects (up­date 2024: links Airtable, but the EA side is not ac­tively mon­i­tored)

david_reinstein13 Jan 2023 22:21 UTC
29 points
6 comments4 min readEA link

EA Mar­ket Testing

david_reinstein30 Sep 2021 15:17 UTC
81 points
23 comments9 min readEA link

New Data Science Re­source: Hansen Econo­met­rics Books

Lixiang23 Jan 2023 18:57 UTC
2 points
0 comments1 min readEA link

What are peo­ple up to in the world?

Tristan Williams13 Jan 2023 23:25 UTC
34 points
2 comments5 min readEA link

Model-Based Policy Anal­y­sis un­der Deep Uncertainty

Utilon6 Mar 2023 14:24 UTC
103 points
31 comments21 min readEA link

EA EDA: What do Fo­rum Topics tell us about changes in EA?

JWS 🔸14 Jul 2023 19:54 UTC
103 points
6 comments7 min readEA link

Me­tac­u­lus’ pre­dic­tions are much bet­ter than low-in­for­ma­tion priors

Vasco Grilo🔸11 Apr 2023 8:36 UTC
53 points
0 comments6 min readEA link

[Question] Has any­one looked at col­lab­o­rat­ing with soft­ware & data sci­ence boot­camps re their fi­nal pro­jects?

Arepo8 Aug 2023 19:11 UTC
7 points
2 comments1 min readEA link

At Our World in Data we’re hiring a Ju­nior Data Scientist

Charlie Giattino21 Feb 2024 10:09 UTC
10 points
0 comments1 min readEA link
(ourworldindata.org)

EA EDA: Look­ing at Fo­rum trends across 2023

JWS 🔸11 Jun 2024 18:34 UTC
102 points
8 comments9 min readEA link

[Question] Next week I’m in­ter­view­ing tech policy ex­pert Teddy Col­lins who has worked in the White House, Deep­Mind and CSET. What should I ask him?

Robert_Wiblin7 Jul 2023 14:05 UTC
15 points
4 comments1 min readEA link

De­cen­tral­ized His­tor­i­cal Data Preser­va­tion and Why EA Should Care

Sasha22 Mar 2024 10:09 UTC
2 points
0 comments3 min readEA link

Every­one—show us your numbers

Esben Kran26 Apr 2022 6:10 UTC
52 points
5 comments4 min readEA link

[Question] Internships

Jack Sands26 Nov 2023 7:25 UTC
3 points
0 comments1 min readEA link

EA Data Science Com­mu­nity Call with JFI (March 26, 2024 Re­cap)

Patrick Liu9 Apr 2024 21:07 UTC
4 points
0 comments1 min readEA link

[Linkpost] The global bio­mass of wild mammals

Govind Pimpale27 Mar 2023 22:33 UTC
21 points
0 comments2 min readEA link
(www.pnas.org)

Ex­plor­ing Me­tac­u­lus’ com­mu­nity predictions

Vasco Grilo🔸24 Mar 2023 7:59 UTC
95 points
17 comments10 min readEA link

On Fables and Nuanced Charts

xander_balwit9 Sep 2024 0:45 UTC
8 points
1 comment8 min readEA link
(press.asimov.com)

You’re an ex­pe­rienced data sci­en­tist or pro­gram­mer? Help to im­prove wellbe­ing at scale.

Inga11 Apr 2023 13:12 UTC
32 points
2 comments2 min readEA link

Un­rav­el­ling the Mys­tery of Distri­bu­tions of Im­pact: Power law or Log­nor­mal?

Michael22 Apr 2023 9:40 UTC
30 points
3 comments5 min readEA link

First call for EA Data Science/​ML/​AI

astrastefania23 Aug 2022 19:37 UTC
29 points
0 comments1 min readEA link

EA Sur­vey 2020 Series: Dona­tion Data

david_reinstein26 Oct 2021 15:31 UTC
49 points
4 comments48 min readEA link

Epoch is hiring a Re­search Data Analyst

merilalama22 Nov 2022 17:34 UTC
21 points
0 comments4 min readEA link
(careers.rethinkpriorities.org)

Quan­tify­ing the Global Bur­den of Ex­treme Pain from Cluster Headaches

Alfredo Parra 🔸1 Nov 2024 20:35 UTC
171 points
16 comments27 min readEA link

Small World: Look­ing for feed­back on our data visualization

blinry22 Jan 2024 20:15 UTC
1 point
0 comments1 min readEA link

GWWC Re­port­ing At­tri­tion Visualization

Jeff Kaufman 🔸19 Apr 2023 15:53 UTC
47 points
10 comments1 min readEA link

The flow of fund­ing in EA move­ment building

Vaidehi Agarwalla 🔸23 Jun 2023 3:45 UTC
202 points
33 comments10 min readEA link

Job Op­por­tu­ni­ties at Altru­is­tic Careers

Finn18 Jan 2023 11:45 UTC
12 points
9 comments1 min readEA link

EA Funds—A sim­ple anal­y­sis of grants

Ricardo Pimentel9 Feb 2024 21:13 UTC
22 points
11 comments6 min readEA link

New Op­por­tu­nity: Creat­ing Open Datasets for Alter­na­tive Protein Research

Noa Weiss30 Aug 2024 21:03 UTC
7 points
0 comments1 min readEA link

Pre­dict­ing re­searcher in­ter­est in AI alignment

Vael Gates2 Feb 2023 0:58 UTC
30 points
0 comments21 min readEA link
(docs.google.com)

How WHO es­ti­mate malaria cases and mortality

Scott Smith22 Feb 2023 4:23 UTC
22 points
2 comments4 min readEA link

Reg­u­la­tion of AI Use for Per­sonal Data Pro­tec­tion: Com­par­i­son of Global Strate­gies and Op­por­tu­ni­ties for Latin Amer­ica

Lisbeth Guzman 14 Oct 2024 13:22 UTC
10 points
1 comment21 min readEA link

[Question] Pre­dic­tive Perfor­mance on Me­tac­u­lus vs. Man­i­fold Markets

nikos3 Mar 2023 19:39 UTC
111 points
8 comments5 min readEA link

Ex­plore the new UN de­mo­graphic pro­jec­tions to 2100

EdMathieu11 Jul 2022 16:45 UTC
32 points
6 comments1 min readEA link
(ourworldindata.org)
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