I moved from data science into analytics engineering ~5 months ago and it's been such a great decision. It's nice to step away from the AI conversation and instead focus my efforts on making data accessible. #analytics #analyticsengineering #data #datascience
November 29, 2024 at 4:23 AM
I moved from data science into analytics engineering ~5 months ago and it's been such a great decision. It's nice to step away from the AI conversation and instead focus my efforts on making data accessible. #analytics #analyticsengineering #data #datascience
Ikenga Wines now has its own open-source data stack!
Web analytics from Google Analytics, backfill data into PostgreSQL, track every run of the pipeline, transform data with dbt, and explore in Metabase.
#DataStrategy #AnalyticsEngineering #OpenSource #SmallBusinessAnalytics #DataEngineering
Web analytics from Google Analytics, backfill data into PostgreSQL, track every run of the pipeline, transform data with dbt, and explore in Metabase.
#DataStrategy #AnalyticsEngineering #OpenSource #SmallBusinessAnalytics #DataEngineering
July 28, 2026 at 6:19 AM
Ikenga Wines now has its own open-source data stack!
Web analytics from Google Analytics, backfill data into PostgreSQL, track every run of the pipeline, transform data with dbt, and explore in Metabase.
#DataStrategy #AnalyticsEngineering #OpenSource #SmallBusinessAnalytics #DataEngineering
Web analytics from Google Analytics, backfill data into PostgreSQL, track every run of the pipeline, transform data with dbt, and explore in Metabase.
#DataStrategy #AnalyticsEngineering #OpenSource #SmallBusinessAnalytics #DataEngineering
October 26, 2025 at 12:46 AM
Calling all Power BI & Microsoft Fabric enthusiasts!
🎥 Watch the full session:
👉 youtu.be/CYAtOMLAfMo?...
📘 Read the article here:
👉 www.linkedin.com/pulse/unders...
#MicrosoftFabric #PowerBI #DataAnalytics #BusinessIntelligence #AnalyticsEngineering #FabricCommunity #PowerBICommunity #DataPlatform
🎥 Watch the full session:
👉 youtu.be/CYAtOMLAfMo?...
📘 Read the article here:
👉 www.linkedin.com/pulse/unders...
#MicrosoftFabric #PowerBI #DataAnalytics #BusinessIntelligence #AnalyticsEngineering #FabricCommunity #PowerBICommunity #DataPlatform
January 16, 2026 at 5:09 PM
Calling all Power BI & Microsoft Fabric enthusiasts!
🎥 Watch the full session:
👉 youtu.be/CYAtOMLAfMo?...
📘 Read the article here:
👉 www.linkedin.com/pulse/unders...
#MicrosoftFabric #PowerBI #DataAnalytics #BusinessIntelligence #AnalyticsEngineering #FabricCommunity #PowerBICommunity #DataPlatform
🎥 Watch the full session:
👉 youtu.be/CYAtOMLAfMo?...
📘 Read the article here:
👉 www.linkedin.com/pulse/unders...
#MicrosoftFabric #PowerBI #DataAnalytics #BusinessIntelligence #AnalyticsEngineering #FabricCommunity #PowerBICommunity #DataPlatform
October 27, 2024 at 6:01 PM
Zero to #dbt with 'Spodbtify'
Learn more about analytics engineering with Spotify's Million Playlist Dataset Part 1:
- download the dataset (30GB of json!)
- duckdb + jq for exploration
- convert to 5.7GB parquet
medium.com/inthepipelin...
#dataengineering #analyticsengineering
Learn more about analytics engineering with Spotify's Million Playlist Dataset Part 1:
- download the dataset (30GB of json!)
- duckdb + jq for exploration
- convert to 5.7GB parquet
medium.com/inthepipelin...
#dataengineering #analyticsengineering
From Zero to dbt: How to Analyze and Build Data Models from Spotify’s Million Playlist Data
Part 1: Analyze the 30GB json dataset with DuckDb and jq, then convert to Parquet to prep for dbt
medium.com
April 16, 2024 at 2:32 AM
Zero to #dbt with 'Spodbtify'
Learn more about analytics engineering with Spotify's Million Playlist Dataset Part 1:
- download the dataset (30GB of json!)
- duckdb + jq for exploration
- convert to 5.7GB parquet
medium.com/inthepipelin...
#dataengineering #analyticsengineering
Learn more about analytics engineering with Spotify's Million Playlist Dataset Part 1:
- download the dataset (30GB of json!)
- duckdb + jq for exploration
- convert to 5.7GB parquet
medium.com/inthepipelin...
#dataengineering #analyticsengineering
Data analysts prepping reports before the next board meeting.
#dataengineering #analytics #analyticsengineering #meme
#dataengineering #analytics #analyticsengineering #meme
April 13, 2024 at 6:14 PM
Data analysts prepping reports before the next board meeting.
#dataengineering #analytics #analyticsengineering #meme
#dataengineering #analytics #analyticsengineering #meme
In the research paper "Impact of AI-tooling on the Engineering Workspace," the team at Jellyfish explores how #AItools are changing engineering.
Check out our cofounder's takeaways on how an #AIcopilot can 10x your #analyticsengineering output. Who has time for boring tasks anyways?
Link below 👇
Check out our cofounder's takeaways on how an #AIcopilot can 10x your #analyticsengineering output. Who has time for boring tasks anyways?
Link below 👇
Winning Zach Galifianakis GIF
Alt: Check out our cofounder's takeaways on how an AI copilot like DinoAI can 10x your analytics team's output and win in analytics engineering | paradime.io
media.tenor.com
July 10, 2024 at 2:47 PM
In the research paper "Impact of AI-tooling on the Engineering Workspace," the team at Jellyfish explores how #AItools are changing engineering.
Check out our cofounder's takeaways on how an #AIcopilot can 10x your #analyticsengineering output. Who has time for boring tasks anyways?
Link below 👇
Check out our cofounder's takeaways on how an #AIcopilot can 10x your #analyticsengineering output. Who has time for boring tasks anyways?
Link below 👇
Atorus Professional Services help life sciences teams design, implement, and maintain compliant, scalable platforms so your analytics, infrastructure, and operations work together instead of in silos. Download the info sheet. tinyurl.com/jc7r6j87 #LifeSciences #ClinicalData #AnalyticsEngineering
December 9, 2025 at 2:33 PM
Atorus Professional Services help life sciences teams design, implement, and maintain compliant, scalable platforms so your analytics, infrastructure, and operations work together instead of in silos. Download the info sheet. tinyurl.com/jc7r6j87 #LifeSciences #ClinicalData #AnalyticsEngineering
𝟏/𝟖 🚨 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 𝐯𝐬. 𝐃𝐚𝐭𝐚 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠: 𝐓𝐡𝐞 𝐆𝐫𝐞𝐚𝐭 𝐁𝐥𝐮𝐫 𝐢𝐬 𝐇𝐄𝐑𝐄.
With tools like #dbt redefining workflows, where do these roles start to merge? Let’s unpack it. 🔍
(Hint: SQL is the new battleground.) ⚔️
#DataEngineering #AnalyticsEngineering #ModernDataStack
With tools like #dbt redefining workflows, where do these roles start to merge? Let’s unpack it. 🔍
(Hint: SQL is the new battleground.) ⚔️
#DataEngineering #AnalyticsEngineering #ModernDataStack
February 22, 2025 at 5:28 PM
𝟏/𝟖 🚨 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 𝐯𝐬. 𝐃𝐚𝐭𝐚 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠: 𝐓𝐡𝐞 𝐆𝐫𝐞𝐚𝐭 𝐁𝐥𝐮𝐫 𝐢𝐬 𝐇𝐄𝐑𝐄.
With tools like #dbt redefining workflows, where do these roles start to merge? Let’s unpack it. 🔍
(Hint: SQL is the new battleground.) ⚔️
#DataEngineering #AnalyticsEngineering #ModernDataStack
With tools like #dbt redefining workflows, where do these roles start to merge? Let’s unpack it. 🔍
(Hint: SQL is the new battleground.) ⚔️
#DataEngineering #AnalyticsEngineering #ModernDataStack
Great walkthrough on building a robust data quality score using dbt + Elementary Data. Clear, actionable, and perfect for modern data teams. medium.com/@alexandroab... #DataEngineering #AnalyticsEngineering #dbt #DataQuality #Data
How to build a Data Quality Score with DBT + Elementary Data
A practical approach to quantify and visualize data reliability
medium.com
November 17, 2025 at 8:09 AM
Great walkthrough on building a robust data quality score using dbt + Elementary Data. Clear, actionable, and perfect for modern data teams. medium.com/@alexandroab... #DataEngineering #AnalyticsEngineering #dbt #DataQuality #Data
This post about Makefile for dbt got some good feedback!
The best thing was the alternative suggestions:
- Task
- Click
- Invoke
What are you using to as a task runner / custom CLI interface fot dbt (or your data tool of choice)?
#DataEngineering #AnalyticsEngineering #Data #SQL #Analytics
The best thing was the alternative suggestions:
- Task
- Click
- Invoke
What are you using to as a task runner / custom CLI interface fot dbt (or your data tool of choice)?
#DataEngineering #AnalyticsEngineering #Data #SQL #Analytics
Do you use a makefile to manage your #dbt commands?
Mainly used for compiling code, you can actually use a makefile to run any commands
A makefile a great way to
- reduce command fatigue
- group commands
- abstract your common tasks
medium.com/inthepipelin...
#dataengineering #analytics #data
Mainly used for compiling code, you can actually use a makefile to run any commands
A makefile a great way to
- reduce command fatigue
- group commands
- abstract your common tasks
medium.com/inthepipelin...
#dataengineering #analytics #data
How to use a Makefile to speed up your dbt project workflow
Learn how to use a makefile to reduce dbt command fatigue and group related commands for easy reuse and sharing.
medium.com
June 19, 2024 at 1:01 AM
This post about Makefile for dbt got some good feedback!
The best thing was the alternative suggestions:
- Task
- Click
- Invoke
What are you using to as a task runner / custom CLI interface fot dbt (or your data tool of choice)?
#DataEngineering #AnalyticsEngineering #Data #SQL #Analytics
The best thing was the alternative suggestions:
- Task
- Click
- Invoke
What are you using to as a task runner / custom CLI interface fot dbt (or your data tool of choice)?
#DataEngineering #AnalyticsEngineering #Data #SQL #Analytics
Data Recce is a few stars away from 100!
If you care about data modeling validation and impact assessment, help us reach this milestone 🙏
Give Recce a star on GitHub:
⭐️ github.com/datarecce/re... ⭐️
Enjoy the rest of the holiday weekend if you're off!
#dbt #DataEngineering #AnalyticsEngineering
If you care about data modeling validation and impact assessment, help us reach this milestone 🙏
Give Recce a star on GitHub:
⭐️ github.com/datarecce/re... ⭐️
Enjoy the rest of the holiday weekend if you're off!
#dbt #DataEngineering #AnalyticsEngineering
April 1, 2024 at 12:49 AM
Data Recce is a few stars away from 100!
If you care about data modeling validation and impact assessment, help us reach this milestone 🙏
Give Recce a star on GitHub:
⭐️ github.com/datarecce/re... ⭐️
Enjoy the rest of the holiday weekend if you're off!
#dbt #DataEngineering #AnalyticsEngineering
If you care about data modeling validation and impact assessment, help us reach this milestone 🙏
Give Recce a star on GitHub:
⭐️ github.com/datarecce/re... ⭐️
Enjoy the rest of the holiday weekend if you're off!
#dbt #DataEngineering #AnalyticsEngineering
Analytics engineers don't work alone - data validation involves stakeholders and PR reviewers
With Recce, Share your complete data validation environment with your team and review data impact together:
medium.com/inthepipelin...
#data #dbt #dataengineering #analyticsengineering
With Recce, Share your complete data validation environment with your team and review data impact together:
medium.com/inthepipelin...
#data #dbt #dataengineering #analyticsengineering
Enhanced dbt PR Review with Reproducible Data Validation Environments
You have a reproducible data pipeline, now you can have a reproducible data validation environment
medium.com
November 27, 2024 at 8:02 AM
Analytics engineers don't work alone - data validation involves stakeholders and PR reviewers
With Recce, Share your complete data validation environment with your team and review data impact together:
medium.com/inthepipelin...
#data #dbt #dataengineering #analyticsengineering
With Recce, Share your complete data validation environment with your team and review data impact together:
medium.com/inthepipelin...
#data #dbt #dataengineering #analyticsengineering
The highlight ⭐️ of my #MicrosoftFabric end-to-end use case on electricity pricing 🔌💶 and my longest blog post ever is up! Transform data in the Lakehouse and build views using #dbt! #analyticsengineering #AzureDataCommunity #SQLFamily
debruyn.dev/2023/fabric-...
debruyn.dev/2023/fabric-...
Fabric end-to-end use case: Analytics Engineering part 1 - dbt with the Lakehouse
Welcome to the fourth part of a 5-part series on an end-to-end use case for Microsoft Fabric. This post will focus on the analytics engineering part of the use case.
In this series, we will explore ho...
debruyn.dev
September 11, 2023 at 8:31 AM
The highlight ⭐️ of my #MicrosoftFabric end-to-end use case on electricity pricing 🔌💶 and my longest blog post ever is up! Transform data in the Lakehouse and build views using #dbt! #analyticsengineering #AzureDataCommunity #SQLFamily
debruyn.dev/2023/fabric-...
debruyn.dev/2023/fabric-...
If every meeting starts by debating the numbers, you've already lost.
Learn how to build time-saving shared metrics that drive better results.
https://jeffbailey.us/blog/2026/07/09/fundamentals-of-analytics-engineering/
#AnalyticsEngineering #SoftwareFundamentals #Programming #SoftwareEngineering
Learn how to build time-saving shared metrics that drive better results.
https://jeffbailey.us/blog/2026/07/09/fundamentals-of-analytics-engineering/
#AnalyticsEngineering #SoftwareFundamentals #Programming #SoftwareEngineering
Fundamentals of Analytics Engineering
Analytics engineering fundamentals: the role between data engineering and analysis, ELT, the transformation layer, testing, and the semantic layer.
jeffbailey.us
August 14, 2026 at 7:35 PM
If every meeting starts by debating the numbers, you've already lost.
Learn how to build time-saving shared metrics that drive better results.
https://jeffbailey.us/blog/2026/07/09/fundamentals-of-analytics-engineering/
#AnalyticsEngineering #SoftwareFundamentals #Programming #SoftwareEngineering
Learn how to build time-saving shared metrics that drive better results.
https://jeffbailey.us/blog/2026/07/09/fundamentals-of-analytics-engineering/
#AnalyticsEngineering #SoftwareFundamentals #Programming #SoftwareEngineering
Setting up #dbtcore in #apacheairflow? Stop. Another life is possible
www.youtube.com/watch?v=-XDu...
#dataengineering #analyticsengineering
www.youtube.com/watch?v=-XDu...
#dataengineering #analyticsengineering
Easiest way to run dbt Core! How to run dbt Core in Production with Orchestra #dbt #analytics
YouTube video by Orchestra
www.youtube.com
December 27, 2024 at 10:29 AM
Setting up #dbtcore in #apacheairflow? Stop. Another life is possible
www.youtube.com/watch?v=-XDu...
#dataengineering #analyticsengineering
www.youtube.com/watch?v=-XDu...
#dataengineering #analyticsengineering
🚀 We're hiring a Tech Lead for Analytics Engineering! 📍Remote | 🇺🇸 US only. Lead our next-gen analytics projects. #TechJobs #RemoteWork #AnalyticsEngineering educativ.net/jobs/job/306...
January 26, 2025 at 7:32 PM
🚀 We're hiring a Tech Lead for Analytics Engineering! 📍Remote | 🇺🇸 US only. Lead our next-gen analytics projects. #TechJobs #RemoteWork #AnalyticsEngineering educativ.net/jobs/job/306...
What other tips do you have for quality git commits?
#dataengineering #analyticsengineering #dataops #dataplatform #git
#dataengineering #analyticsengineering #dataops #dataplatform #git
April 2, 2024 at 9:43 AM
What other tips do you have for quality git commits?
#dataengineering #analyticsengineering #dataops #dataplatform #git
#dataengineering #analyticsengineering #dataops #dataplatform #git
The 1 most overlooked productivity tool for epic data professionals?
Password manager.
Now, stop whatever you are doing, download a free password manager, and save your credentials to your vault the next time you need to log in.
#dataengineering #analyticsengineering
Password manager.
Now, stop whatever you are doing, download a free password manager, and save your credentials to your vault the next time you need to log in.
#dataengineering #analyticsengineering
January 19, 2024 at 4:00 AM
The 1 most overlooked productivity tool for epic data professionals?
Password manager.
Now, stop whatever you are doing, download a free password manager, and save your credentials to your vault the next time you need to log in.
#dataengineering #analyticsengineering
Password manager.
Now, stop whatever you are doing, download a free password manager, and save your credentials to your vault the next time you need to log in.
#dataengineering #analyticsengineering
5 Qualities of Badass Analytics Engineers
1. Curiosity
2. Leadership
3. Consistency
4. Attention to detail
5. Critical thinking
#data #analytics #dataengineering #moderndatastack #analyticsengineering
1. Curiosity
2. Leadership
3. Consistency
4. Attention to detail
5. Critical thinking
#data #analytics #dataengineering #moderndatastack #analyticsengineering
January 17, 2024 at 6:00 AM
5 Qualities of Badass Analytics Engineers
1. Curiosity
2. Leadership
3. Consistency
4. Attention to detail
5. Critical thinking
#data #analytics #dataengineering #moderndatastack #analyticsengineering
1. Curiosity
2. Leadership
3. Consistency
4. Attention to detail
5. Critical thinking
#data #analytics #dataengineering #moderndatastack #analyticsengineering
🔍 Tu dashboard se ve bien, pero los datos mienten
https://dzone.com/articles/mutation-testing-analytics
#AnalyticsEngineering #DataQuality #MutationTesting #TechTips
https://dzone.com/articles/mutation-testing-analytics
#AnalyticsEngineering #DataQuality #MutationTesting #TechTips
June 7, 2026 at 11:25 AM
🔍 Tu dashboard se ve bien, pero los datos mienten
https://dzone.com/articles/mutation-testing-analytics
#AnalyticsEngineering #DataQuality #MutationTesting #TechTips
https://dzone.com/articles/mutation-testing-analytics
#AnalyticsEngineering #DataQuality #MutationTesting #TechTips
The loop: code → review → handoff → skills update. Every session makes the next one smarter. One aggregation bug became a permanent rule enforced automatically.
@doriwilson.com broke it all down at Data Debug SF. Full writeup:
blog.reccehq.com/ai-skills-fo...
#DataEngineering #AnalyticsEngineering
@doriwilson.com broke it all down at Data Debug SF. Full writeup:
blog.reccehq.com/ai-skills-fo...
#DataEngineering #AnalyticsEngineering
A Practical Guide to AI Skills for Analytics Engineering
I built a self-improving AI skill system for analytics engineering at Recce. Here's the framework, a real bug it caught, and how we scaled it.
blog.reccehq.com
April 1, 2026 at 8:02 PM
The loop: code → review → handoff → skills update. Every session makes the next one smarter. One aggregation bug became a permanent rule enforced automatically.
@doriwilson.com broke it all down at Data Debug SF. Full writeup:
blog.reccehq.com/ai-skills-fo...
#DataEngineering #AnalyticsEngineering
@doriwilson.com broke it all down at Data Debug SF. Full writeup:
blog.reccehq.com/ai-skills-fo...
#DataEngineering #AnalyticsEngineering
Auto-diff every model on every PR?
You’ll get ⚠️ dozens of alerts, irrelevant!
CI without context = alert spam.
Real-world data work needs: what changed, why, and what to do.
Learn how 👉 datarecce.io/blog/more-th...
#dataengineering #datadiff #analyticsengineering #datavalidation
You’ll get ⚠️ dozens of alerts, irrelevant!
CI without context = alert spam.
Real-world data work needs: what changed, why, and what to do.
Learn how 👉 datarecce.io/blog/more-th...
#dataengineering #datadiff #analyticsengineering #datavalidation
June 24, 2025 at 3:01 AM
Auto-diff every model on every PR?
You’ll get ⚠️ dozens of alerts, irrelevant!
CI without context = alert spam.
Real-world data work needs: what changed, why, and what to do.
Learn how 👉 datarecce.io/blog/more-th...
#dataengineering #datadiff #analyticsengineering #datavalidation
You’ll get ⚠️ dozens of alerts, irrelevant!
CI without context = alert spam.
Real-world data work needs: what changed, why, and what to do.
Learn how 👉 datarecce.io/blog/more-th...
#dataengineering #datadiff #analyticsengineering #datavalidation
Data diff tells you something changed. but NOT:
❓ Was it expected?
⛏️ Worth investigating?
🔗 What depends on it?
Let’s stop mistaking output for insight.
See how 👉 datarecce.io/blog/more-th...
#dataengineering #datadiff #analyticsengineering #datavalidation
❓ Was it expected?
⛏️ Worth investigating?
🔗 What depends on it?
Let’s stop mistaking output for insight.
See how 👉 datarecce.io/blog/more-th...
#dataengineering #datadiff #analyticsengineering #datavalidation
June 17, 2025 at 3:00 AM
Data diff tells you something changed. but NOT:
❓ Was it expected?
⛏️ Worth investigating?
🔗 What depends on it?
Let’s stop mistaking output for insight.
See how 👉 datarecce.io/blog/more-th...
#dataengineering #datadiff #analyticsengineering #datavalidation
❓ Was it expected?
⛏️ Worth investigating?
🔗 What depends on it?
Let’s stop mistaking output for insight.
See how 👉 datarecce.io/blog/more-th...
#dataengineering #datadiff #analyticsengineering #datavalidation