Data Product Teams : Best Practices for a Modern Data Team
Tomasz TunguzVenture Capitalist If you were forwarded this newsletter, and you'd like to receive it in the future, subscribe here. Data Product Teams : Best Practices for a Modern Data Team
Data teams are becoming software engineering teams. On December 14th we welcomed Philip Zelitchenko, VP of Data from ZoomInfo, to talk about how he has built this discipline within his team & it was fascinating. The video is here. Like the Devops movement, the Dataops movement aims to scale the use of data within companies without increasing the headcount of the data team. To do that, Philip defines data products using DPRDs, structures his data team with five key roles, & defines clear roles between the data team & others in the company. DPRDs, or Data Product Requirements Documents, contain the key information about a data product: what it will provide, how it will produce value, how the data will be governed including data quality alerting. Unlike code, data is stochastic or unpredictable. Data may change in size, shape, distribution, or format. This adds an additional dimension of complexity to the DPRDs. In addition to the DPRD, the ZoomInfo data team employs TEP or technical execution plan that aligns the internal technical teams on architecture & governance. The data team has five key roles:
Last, the ZoomInfo team is building an internal product called Heartbeat that measures usage across the main data products, evaluate the priority, SOPs for impact on SLAs and communication with data practinioers across the org in an automated way. Last, the ZoomInfo team is building an internal product called Heartbeat that measures usage across the main data products. For Philip, leading the data team is about focusing on the data products that drive meaningful value to the company. I learned a tremendous amount about the way modern data teams, who leverage software engineering disciplines, operate. Thank you, Philip! |
Older messages
Synthesis as Brilliance : Worldly Wisdom from Charlie Munger
Friday, December 15, 2023
Tomasz Tunguz Venture Capitalist If you were forwarded this newsletter, and you'd like to receive it in the future, subscribe here. Synthesis as Brilliance : Worldly Wisdom from Charlie Munger I
Step-Ups & Duration : The Shape of Things to Come to the Series A in 2024
Friday, December 15, 2023
Tomasz Tunguz Venture Capitalist If you were forwarded this newsletter, and you'd like to receive it in the future, subscribe here. Step-Ups & Duration : The Shape of Things to Come to the
How to Improve Your LLM : Combine Evaluations with Analytics
Monday, December 11, 2023
Tomasz Tunguz Venture Capitalist If you were forwarded this newsletter, and you'd like to receive it in the future, subscribe here. How to Improve Your LLM : Combine Evaluations with Analytics
In Like a Lamb, Out Like a Lion
Wednesday, December 6, 2023
Tomasz Tunguz Venture Capitalist If you were forwarded this newsletter, and you'd like to receive it in the future, subscribe here. In Like a Lamb, Out Like a Lion Mongo announcing earnings
Top 10 Posts of 2023
Tuesday, December 5, 2023
Tomasz Tunguz Venture Capitalist If you were forwarded this newsletter, and you'd like to receive it in the future, subscribe here. Top 10 Posts of 2023 These are the top 10 posts by engagement
You Might Also Like
Broken engine?
Saturday, September 7, 2024
Hey friends, I'm back from my two-week trip to the US. I've been meaning to write you an update about my experiences in the podcast industry, hanging out with my co-founder in Chicago, and
Hunch
Saturday, September 7, 2024
A note app for product people to help with the discovery process BetaList BetaList Daily Hunch A note app for product people to help with the discovery process Too much email in your life? Switch to
💄 Building a million-dollar beauty brand
Saturday, September 7, 2024
Alicia Scott's inspiring story Hey Friend , Does it ever feel like your entrepreneurial dreams are just out of reach? Maybe you feel like the problem you're solving is too niche. Or the market
3+ Years of daily posting on X: Top Lessons
Saturday, September 7, 2024
+ DNA School Invite
What’s 🔥 in Enterprise IT/VC #410
Saturday, September 7, 2024
Speed mode + also, is the great unbundling of SaaS powered by agentic workflows? ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
🗞 What's New: Launch tips from Product Hunt's Head of Growth
Saturday, September 7, 2024
Also: Increasing your luck as a founder!
🚀 BlackSky To Reverse Split
Saturday, September 7, 2024
Plus Lynk Global delists from the Nasdaq, $ASTS mixed shelf offering, $PL and $SATX earnings, and more! The latest space investing news and updates. View this email in your browser The Space Scoop Week
my crazy idea…
Friday, September 6, 2024
Read time: 1 min. 18 sec. Today I want to tell you about something I've been working on. And to be honest… it might be the best thing I've ever built. Warning: Do not read this unless you'
Issue #125: Building $1K-$10K MRR Micro SaaS Products around Client Onboarding, AI Agent for online shopping, AI-b…
Friday, September 6, 2024
Build Profitable SaaS products!! ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
How to write a blog post (according to the Buffer Content team)
Friday, September 6, 2024
Plus tips, news & Buffer updates for your social media journey ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏