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Crafting software at Etsy: insights from engineers building the handmade marketplace.

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Etsy Engineering | Code as Craft

The engineers who make Etsy make our living with a craft we love: software. This is where we'll write about our craft and our collective experience building and running the world's most vibrant handmade marketplace.
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Unlocking Faster Insights with Experimenter-Defined Segmentations

Unlocking Faster Insights with Experimenter-Defined Segmentations

Wed, 8 Oct 2025 11:32:02 -0400
Building Etsy Buyer Profiles with LLMs

Building Etsy Buyer Profiles with LLMs

Wed, 3 Sep 2025 17:40:15 -0400
Improving performance by prefetching product pages from Etsy Search

Improving performance by prefetching product pages from Etsy Search

Wed, 29 Oct 2025 13:14:09 -0400
Machine Learning in Content Moderation at Etsy

Machine Learning in Content Moderation at Etsy

Tue, 6 Aug 2024 07:15:03 -0400
The So-fine Real-time ML Paradigm

The So-fine Real-time ML Paradigm

Tue, 5 Sep 2023 15:55:41 -0400
How We Built The Deals Tab in Swift UI

How We Built The Deals Tab in Swift UI

Tue, 5 Mar 2024 17:22:54 -0500
Adopting Jetpack Compose for Etsy’s Android App

Adopting Jetpack Compose for Etsy’s Android App

Tue, 28 Jan 2025 10:25:11 -0500
Reducing experiment duration with predicted control variates

Reducing experiment duration with predicted control variates

Tue, 25 Nov 2025 11:28:26 -0500
Context engineering case studies: Etsy-specific question answering

Context engineering case studies: Etsy-specific question answering

Tue, 19 Aug 2025 16:04:41 -0400
How We Built a Multi-Task Canonical Ranker for Recommendations at Etsy

How We Built a Multi-Task Canonical Ranker for Recommendations at Etsy

Tue, 18 Apr 2023 17:44:34 -0400
Behind the Scenes - A Glimpse into Tax Calculations

Behind the Scenes - A Glimpse into Tax Calculations

Sat, 29 Mar 2025 06:03:23 -0400
The AR Measuring Box: Etsy's answer to Big Tape Measure

The AR Measuring Box: Etsy's answer to Big Tape Measure

Mon, 18 Sep 2023 16:11:58 -0400
Macramé: Untangling the Knot on the Etsy Android Listing Screen

Macramé: Untangling the Knot on the Etsy Android Listing Screen

Mon, 18 Mar 2024 12:19:15 -0400
Enhancing Cloud Usage Forecasting, Monitoring & Optimizing

Enhancing Cloud Usage Forecasting, Monitoring & Optimizing

Mon, 17 Jun 2024 09:58:16 -0400
Understanding Etsy’s Vast Inventory with LLMs

Understanding Etsy’s Vast Inventory with LLMs

Mon, 13 Oct 2025 13:58:39 -0400
Efficient Visual Representation Learning And Evaluation

Efficient Visual Representation Learning And Evaluation

Fri, 7 Jun 2024 13:23:02 -0400
From Image Classification to Multitask Modeling: Building Etsy’s Search by Image Feature

From Image Classification to Multitask Modeling: Building Etsy’s Search by Image Feature

Fri, 26 May 2023 16:32:49 -0400
The Problem with Timeseries Data in Machine Learning Feature Systems

The Problem with Timeseries Data in Machine Learning Feature Systems

Fri, 23 Jun 2023 16:30:41 -0400
Leveraging Real-Time User Actions to Personalize Etsy Ads

Leveraging Real-Time User Actions to Personalize Etsy Ads

Fri, 14 Jul 2023 15:54:41 -0400
Barista: Enabling Greater Flexibility in Machine Learning Model Deployment

Barista: Enabling Greater Flexibility in Machine Learning Model Deployment

Fri, 14 Apr 2023 17:15:18 -0400