Data Science Engineering
We enable easy access to insights to make the lives of our merchants, partners and all of Shopify better.
How to Export Datadog Metrics for Exploration in Jupyter Notebooks
Reducing BigQuery Costs: How We Fixed A $1 Million Query
How to Structure Your Data Team for Maximum Influence
What is a Full Stack Data Scientist?
Shopify Data’s Guide To Opportunity Sizing
Data-Centric Machine Learning: Building Shopify Inbox’s Message Classification Model
Introducing ShopifyQL: Our New Commerce Data Querying Language
8 Data Conferences Shopify Data Thinks You Should Attend
Lessons Learned From Running Apache Airflow at Scale
Double Entry Transition Tables: How We Track State Changes At Shopify
Data Is An Art, Not Just A Science—And Storytelling Is The Key
The Magic of Merlin: Shopify's New Machine Learning Platform
A Data Scientist’s Guide To Measuring Product Success
7 Tips For Optimizing Apache Flink Applications
Shopify's Playbook for Scaling Machine Learning
Shopify’s Unique Data Science Hierarchy Of Needs
Building a Real-time Buyer Signal Data Pipeline for Shopify Inbox
Scaling Shopify's BFCM Live Map: An Apache Flink Redesign
Using Propensity Score Matching to Uncover Shopify Capital’s Effect on Business Growth
Shopify's Path to a Faster Trino Query Execution: Custom Verification, Benchmarking, and Profiling Tooling
Winning AI4TSP: Solving the Travelling Salesperson Problem with Self-programming Machines
Using Rich Image and Text Data to Categorize Products at Scale
5 Steps for Building Machine Learning Models for Business
Shopify's Path to a Faster Trino Query Execution: Infrastructure
10 Lessons Learned From Online Experiments
How Shopify Built An In-Context Analytics Experience
A Five-Step Guide for Conducting Exploratory Data Analysis
Building Smarter Search Products: 3 Steps for Evaluating Search Algorithms
Capturing Every Change From Shopify’s Sharded Monolith
4 Tips for Shipping Data Products Fast
How to Make Dashboards Using a Product Thinking Approach
How to Reliably Scale Your Data Platform for High Volumes
How to Build a Production Grade Workflow with SQL Modelling
How to Build an Experiment Pipeline from Scratch
How to Use Quasi-experiments and Counterfactuals to Build Great Products
How to Track State with Type 2 Dimensional Models
How We’re Solving Data Discovery Challenges at Shopify
Shopify's Data Science & Engineering Foundations
7 Ways to Make Your SQL Workshop Beginner-friendly
Categorizing Products at Scale
The Evolution of Kit: Automating Marketing Using Machine Learning
Great Code Reviews—The Superpower Your Team Needs
How Shopify Uses Recommender Systems to Empower Entrepreneurs
How Shopify Merchants can Measure Retention
