Podcast of Small Differences

25 episodes listed below

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In their own words

A podcast about data science, but also just about work. Hosted by Otis Anderson and Ian Blumenfeld, who have both data scienced for a long time. Hear from some data humans who have had some successes and some failures. We know, this isn't easy

As heard by us

Based on 5 episodes we listened to · September 2026

Data science becomes organizational practice here, with tools, ethics, management and infrastructure examined through the decisions that make analysis trustworthy.

Otis Anderson and Ian Blumenfeld treat data science as work performed inside organizations, where tools, priorities, management and judgment all shape the result.

Read our full review in PlayNext →

Why you'd press play

La Croix's natural essence meets SQL reproducibility, if your idea of a good conversation allows both.

Press play if you want

  • to hear why a shared SQL analysis can betray its own URL
  • a manager's view of how a small data science team sets priorities
Read the full recommendation in PlayNext →

Talks about

Best episodes of Podcast of Small Differences

Short reviews from the PlayNext desk, based on the episodes we processed.

Analytics in a Mech SuitNov 6, 2022

A dry, useful argument about reproducibility, tools, and how analysis earns trust.

It opens with a joke about La Croix, then settles into a dry but practical case for analytics culture: what makes a tool worth trusting, and why reproducibility matters when the same URL can produce different results.

I'm not an EthicistNov 6, 2022

A lively ethics-and-data-science conversation that treats utilitarianism as a live problem.

The conversation begins with coffee and sleep-deprived parenthood before turning into a careful exchange on ethics and data science with John Taylor.

Last LunchNov 6, 2022

A sportsy opening gives way to a solid case for interface layers and schema resilience.

The episode opens in a relaxed sports-and-dinosaurs register, with Raptors talk, a correction about raptors, and a joke about a Monster logo lawsuit before it moves into the main technical point.

I ManageNov 6, 2022

A direct look at how a small data science team sets priorities and handles management tradeoffs.

Mara Church, Patreon's head of data science and Otis Anderson's boss, leads a conversation about the plain work of small-team management: setting priorities, holding people accountable, and deciding what a manager owes the people doing the work.

RetirementNov 8, 2021

A candid farewell that opens into an unsettled look at where tech gathers now.

The farewell episode feels open and unforced. The hosts say it has been too long, that they tried, and that the show was among the more fun things they have done over the last four or five years, even as work, kids, and the pandemic made it harder to keep going.

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Episodes

  1. 1

    Analytics in a Mech Suit

    Hidden gem

    Ben and Ian open on La Croix, lime, and key lime, and the bit rolls into a quick anti-essentialist detour.

    Nov 6, 2022·1h 20m·5 clips
  2. 2

    Memes and Video Games

    Nov 6, 2022·49m
  3. 3

    Tools to Make More Tools

    Nov 6, 2022·52m
  4. 4

    What to Expect When You're Execing

    Nov 6, 2022·51m
  5. 5

    Weird, Small Corners

    Nov 6, 2022·1h 8m
  6. 6

    Legos and Jackhammers

    Nov 6, 2022·53m
  7. 7

    Ambitious Outcomes

    Nov 6, 2022·1h 20m
  8. 8

    Lisa, I Want to Buy Your Rock

    Nov 6, 2022·57m
  9. 9

    Human Capital

    Nov 6, 2022·1h 1m
  10. 10

    Aside, Forward, Aside

    Nov 6, 2022·1h 3m
  11. 11

    Was the Data Wrong or Were We?

    Nov 6, 2022·55m
  12. 12

    Doing the Same Thing

    Nov 6, 2022·1h
  13. 13

    When You Succeed, No One Cares

    Nov 6, 2022·41m
  14. 14

    Social Construction of P-Hacking

    Nov 6, 2022·47m
  15. 15

    Harvesting Humans for Energy

    The hosts discuss feedback from a previous episode featuring a manager and debate the transferability of management skills across companies.

    Nov 6, 2022·1h 6m
  16. 16

    I'm not an Ethicist

    Hidden gem

    Coffee comes first.

    Nov 6, 2022·1h 4m·4 clips
  17. 17

    Last Lunch

    Hidden gem

    The episode starts with sports talk and closes on the end of Season 1.

    Nov 6, 2022·1h·4 clips
  18. 18

    I Manage

    Hidden gem

    Otis Anderson and Ian Blumenfeld bring on Mara Church, who also happens to be Otis's boss.

    Nov 6, 2022·1h 6m·4 clips
  19. 19

    Where Are My Pins?!

    Nov 6, 2022·1h
  20. 20

    Variable and Uncertain Lags

    Ian and Otis return after a break, discuss being sick and a Disneyland trip, and thank Patreon supporters for funding a sound engineer.

    Nov 6, 2022·1h 4m
  21. 21

    Retirement

    Hidden gem

    Two hosts start by saying goodbye.

    Nov 8, 2021·53m·3 clips
  22. 22

    Business Time

    Mar 31, 2021·1h 6m
  23. 23

    Multiple Equilibria

    Two data scientists chat about managing work and life during the extended pandemic, touching on vaccination and regional differences.

    Feb 25, 2021·1h 17m
  24. 24

    Re-Acclimation

    Jan 26, 2021·1h 5m
  25. 25

    Acclimation

    Two data science professionals catch up after a break, discussing their work during the COVID-19 pandemic.

    May 20, 2020·56m