• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia
TechAmazon

The agony, ecstasy, and miserable efficiency of big data at Amazon

By
Adam Lashinsky
Adam Lashinsky
Down Arrow Button Icon
By
Adam Lashinsky
Adam Lashinsky
Down Arrow Button Icon
August 17, 2015, 4:04 PM ET

The tech world will be buzzing this week about The New York Times’s Pulitzer entry article in the Sunday paper, denouncing Amazon as a place to work. Titled “Inside Amazon: Wrestling Big Ideas in a Bruising Workplace,” the article suggests that Amazon (AMZN) is an inhumane, ruthless work environment where some employees nevertheless do some of the best work of their careers. (The long piece is heavy on the inhumane part and light on the best work part.) Particularly germane to a business-technology audience will be the paper’s attack on Amazon’s use of so-called big data to make its employees miserable. Efficient analysis, suggests The Times, makes workers efficient—and profoundly unhappy.

What grates about the Times’s reporting is its stinginess in crediting the many journalists who have plowed this ground before, most importantly Brad Stone, a former Times reporter, whose 2013 book, The Everything Store, is the definitive account of the agony and the ecstasy that is Amazon. In my review of Stone’s book, I pointed out the many similarities between Amazon and Apple (AAPL), another notoriously brutal workplace. In my year-earlier book, Inside Apple—catchy title, eh?—I also described Apple as a place where employees put up with seemingly impossible expectations in exchange for being touched by the genius of Steve Jobs and making world-beating products. Amazon is a singular company, but it is not the only tech giant to achieve greatness while pursuing a complicated compact with its employees.

Where I think The Times most effectively strikes a chord is in its description of how data tools can be used to mercilessly manage workers. “Big data,” like the Internet of Things, is a faddish description of how analysis can answer seemingly endless questions. The Times nods, for example, at how human-resources software maker Workday (WDAY) provides a tool that allows for near-instantaneous employee evaluation. Amazon CEO Jeff Bezos is an investor in Workday, The Times notes, and Amazon uses a similar evaluation technique. At Brainstorm Tech, Fortune’s annual tech-industry conference this past July, Workday CEO Aneel Bhusri discussed a tool that alerts managers that their employees have recently become more active on LinkedIn (LNKD). The purpose, he said, is to identify high performers who require extra attention. It’s just as likely a pernicious employer could use the tool to weed out the disloyal.

Is it okay for a company that bests the competition in a ruthless effort to serve customers to treat its employees shabbily? If that’s indeed what Amazon does, perhaps the safest conclusion is that such behavior won’t be sustainable. It hasn’t seemed to slow down Amazon yet.

About the Author
By Adam Lashinsky
See full bioRight Arrow Button Icon

Latest in Tech

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
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
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • 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
Fortune Secondary Logo
  • About Us
  • Editorial Calendar
  • Press Center
  • Work At Fortune
  • Diversity And Inclusion
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Latest in Tech

Big TechSocial Media
YouTube’s cofounder and former tech boss doesn’t want his kids to watch short videos, warning short-form content ‘equates to shorter attention spans’
By Marco Quiroz-GutierrezMarch 1, 2026
26 minutes ago
Slack cofounder Stewart Butterfield
SuccessProductivity
Slack cofounder says workers and CEOs can get stuck doing ‘fake’ work like pre-meetings and slide shows
By Emma BurleighMarch 1, 2026
32 minutes ago
heitmann
CommentaryEntrepreneurship
Here’s how to build something that lasts, from the founder of a $300 million bootstrapped company that’s been growing for 28 years straight
By Tim HeitmannMarch 1, 2026
7 hours ago
U.S. President Donald Trump delivers the State of the Union address during a joint session of Congress in the House Chamber at the Capitol on February 24, 2026 in Washington, D.C.
EnergyData centers
Your utility bills keep going up. Here’s everyone you can blame—AI data centers included
By Jordan BlumMarch 1, 2026
9 hours ago
PoliticsColleges and Universities
Pentagon chief blocks officers from attending Ivy League schools and other top universities, including partners on AI and space
By Jason MaFebruary 28, 2026
17 hours ago
AIAnthropic
Anthropic CEO Dario Amodei says ‘we are patriotic Americans’ committed to defending the U.S. but won’t budge on ‘red lines’
By Jason MaFebruary 28, 2026
22 hours ago

Most Popular

placeholder alt text
Middle East
Iran is now on 'death ground' amid existential threat from U.S. attacks and could 'go big' in retaliation, former NATO commander warns
By Jason MaFebruary 28, 2026
23 hours ago
placeholder alt text
Success
Japanese companies are paying older workers to sit by a window and do nothing—while Western CEOs demand super-AI productivity just to keep your job
By Orianna Rosa RoyleFebruary 27, 2026
2 days ago
placeholder alt text
AI
The week the AI scare turned real and America realized maybe it isn't ready for what's coming
By Nick LichtenbergFebruary 28, 2026
1 day ago
placeholder alt text
Success
Walmart exec says U.S. workforces needs to take inspiration from China where ‘5 year-olds are learning DeepSeek’
By Preston ForeFebruary 27, 2026
2 days ago
placeholder alt text
Personal Finance
Current price of gold as of February 27, 2026
By Danny BakstFebruary 27, 2026
2 days ago
placeholder alt text
Middle East
Dubai’s worst nightmare unfolds as Iran strikes Gulf neighbors
By Dana Khraiche, Fiona MacDonald and BloombergFebruary 28, 2026
19 hours ago

© 2026 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.