• Home
  • News
  • Fortune 500
  • Tech
  • Finance
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia
TechPointCloud

Coming Soon: Ethics Training for Data Scientists

Barb Darrow
By
Barb Darrow
Barb Darrow
Down Arrow Button Icon
Barb Darrow
By
Barb Darrow
Barb Darrow
Down Arrow Button Icon
December 4, 2015, 1:00 PM ET
Close-up Of A Hard Drive
BERLIN, GERMANY - JANUARY 29: Symbolic photo for data protection, reflection of a fingerprint in a computer hard drive on January 29, 2015 in Berlin, Germany. (Photo by Thomas Trutschel/Photothek via Getty Images)Photograph by Thomas Trutschel Photothek/Getty Images

The bright side of the confluence of cloud computing and big data is that it enables medical and other scientific breakthroughs. The dark side is that it also enables invasion of our personal privacy. (Cue Edward Snowden disclosures.)

But wait! There may be a bright side of the dark side soon. A Microsoft (MSFT) researcher who specializes in this field expects that data scientists will soon be getting schooled in the propriety of doing their jobs.

That tidbit comes from a new post outlining predictions by top Microsoft Technology & Research personnel, Microsoft’s version of IBM’s (IBM) annual 5 in 5 technology extravaganza.

In any case, Microsoft principal analyst Kate Crawford, who researches the social impact of big data, said that in 2016:

“The key breakthrough will be that every data science program will have a data ethics curriculum, giving greater understanding the human implications of large-scale data collection and experimentation (and ideally producing greater fairness and protection from forms of data discrimination).”

This call strikes a nerve in an era of ever-growing data mining—by retailers, by insurance companies, by the government, by terrorists. And Crawford, who is also a visiting professor at MIT’s Center for Civic Media, and a Senior Fellow at NYU’s Information Law Institute, has been on the case for awhile.

Speaking at an MIT conference two years ago, Crawford warned that people who were comforted that most government surveillance involved “just” anonymized metadata—or data about their data with their identity information stripped out—were kidding themselves.

“First it was only about metadata and you wonder, should you care? But what’s interesting is that studies show that metadata is incredibly sensitive. We need to do an enormous catchup of where this data is going and how it’s being used,” she said at the time.

Her point was that with the sheer amount of data being vacuumed up and the tools available to examine it, anonymized information doesn’t stay anonymous very long. She said that with just four geospatial data points taken from phone records, an aggregator can identify 95% of people.

So much for data privacy.

Of course, just making ethics classes available to the future data scientists of the world does not mean they, or whoever is calling the shots, will act only for the greater good. But it would be a step in the right direction.

I guess.

For more from Barb, follow her on Twitter at @gigabarb, read her coverage at fortune.com/barb-darrow or subscribe via this RSS feed.

And please subscribe to Data Sheet, Fortune’s daily newsletter on the business of technology.

About the Author
Barb Darrow
By Barb Darrow
See full bioRight Arrow Button Icon

Latest in Tech

Nvidia CEO Jensen Huang said China is better equipped for an AI data center buildout than the U.S.
AITech
Nvidia CEO says data centers take about 3 years to construct in the U.S., while in China ‘they can build a hospital in a weekend’
By Nino PaoliDecember 6, 2025
2 hours ago
Arts & EntertainmentMedia
Former Amazon Studios boss warns the Netflix-Warner Bros. deal will make Hollywood ‘a system that circles a single sun’
By Jason MaDecember 6, 2025
3 hours ago
Jay Clayton
LawCrime
25-year DEA veteran charged with helping Mexican drug cartel launder millions of dollars, secure guns and bombs
By Dave Collins, Michael R. Sisak and The Associated PressDecember 6, 2025
4 hours ago
Elon Musk
LawSocial Media
Elon Musk’s X fined $140 million by EU for breaching digital regulations
By Kelvin Chan and The Associated PressDecember 6, 2025
4 hours ago
Sarandos
InvestingM&A
Netflix’s $5.8 billion breakup fee for Warner among largest ever
By Elizabeth Fournier and BloombergDecember 6, 2025
4 hours ago
index
Investingindex funds
Quant who said passive era is ‘worse than Marxism’ doubles down
By Denitsa Tsekova, Vildana Hajric and BloombergDecember 6, 2025
6 hours ago

Most Popular

placeholder alt text
Economy
Two months into the new fiscal year and the U.S. government is already spending more than $10 billion a week servicing national debt
By Eleanor PringleDecember 4, 2025
2 days ago
placeholder alt text
Big Tech
Mark Zuckerberg rebranded Facebook for the metaverse. Four years and $70 billion in losses later, he’s moving on
By Eva RoytburgDecember 5, 2025
1 day ago
placeholder alt text
Success
Nvidia CEO Jensen Huang admits he works 7 days a week, including holidays, in a constant 'state of anxiety' out of fear of going bankrupt
By Jessica CoacciDecember 4, 2025
2 days ago
placeholder alt text
Success
‘Godfather of AI’ says Bill Gates and Elon Musk are right about the future of work—but he predicts mass unemployment is on its way
By Preston ForeDecember 4, 2025
2 days ago
placeholder alt text
Success
Nearly 4 million new manufacturing jobs are coming to America as boomers retire—but it's the one trade job Gen Z doesn't want
By Emma BurleighDecember 4, 2025
2 days ago
placeholder alt text
Real Estate
‘There is no Mamdani effect’: Manhattan luxury home sales surge after mayoral election, undercutting predictions of doom and escape to Florida
By Sasha RogelbergDecember 4, 2025
2 days ago
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • Future 50
  • World’s Most Admired Companies
  • See All Rankings
Sections
  • Finance
  • Leadership
  • Success
  • Tech
  • Asia
  • Europe
  • Environment
  • Fortune Crypto
  • Health
  • Retail
  • Lifestyle
  • Politics
  • Newsletters
  • Magazine
  • Features
  • Commentary
  • Mpw
  • CEO Initiative
  • Conferences
  • Personal Finance
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
About Us
  • About Us
  • Editorial Calendar
  • Press Center
  • Work At Fortune
  • Diversity And Inclusion
  • Terms And Conditions
  • Site Map

© 2025 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.