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My (Seemingly) Random Walk to Netflix
Jun 28, 2021
Sean shares his perspective on how nonlinear career trajectories make us better, and can bring unexpected benefits...
- Sean Barnes
- Senior Data Scientist
Analytics Content & StudioMythbusting the Analytics Journey
Dec 18, 2020
In the third installment of the Netflix analytics series, Alex helps mythbust some common misconceptions about...
- Alexandra Diamond
- Senior Analytics Engineer
Analytics Content & StudioNetflix at MIT CODE 2020
Dec 16, 2020
Netflix was a proud sponsor of the 2020 Conference on Digital Experimentation (CODE), hosted by the MIT Initiative on...
- Martin Tingley
- Data Science Manager - Streaming Video & Studio
Personalization & Search Experimentation and Causal Inference Streaming Marketing & GrowthSupporting content decision makers with...
Dec 10, 2020
We describe how to support content decision makers by leveraging machine learning and statistical modeling.
- Melody Dye
- Senior Machine Learning Scientist
- Chaitanya Ekanadham
- Manager, Streaming Data Science & Analytics
- Avneesh Saluja
- Senior Research Scientist
- Ashish Rastogi
- Manager, Content Demand Modeling
Content & Studio Machine LearningA Day in the Life of a Content Analytics...
Oct 30, 2020
In the second in the analytics branding series, Rocio shares her perspective of the projects, technical skills, and...
- Rocio Ruelas
- Senior Analytics Engineer
Analytics Content & StudioHow Our Paths Brought Us to Data and Netflix
Sep 18, 2020
This Q&A provides insights into the diverse set of skills, projects, and culture within Data Science and Engineering...
- Chris Pham
- Senior Analytics Engineer
- Julie Beckley
- Senior Data Scientist
Experimentation and Causal Inference Encoding & Quality Analytics StreamingAnalytics at Netflix: Who We Are and What...
Sep 18, 2020
An Introduction to Analytics and Visualization Engineering at Netflix
- Molly Jackman
- Manager, Product Content Data Science & Engineering
- Laura Pruitt
- Manager, Content Delivery Science & Analytics
AnalyticsKey Challenges with Quasi Experiments at...
Aug 20, 2020
We discuss some key challenges and approaches Netflix has been using to handle small sample size and limited...
- Kamer Yildiz
- Senior Data Scientist
- Colin McFarland
- Director, Experimentation Platform
- Julia Glick
- Senior Data Scientist
Marketing & Growth Experimentation and Causal InferenceComputational Causal Inference
Aug 11, 2020
Computational causal inference brings a software implementation focus to causal inference, especially in regards to...
- Colin McFarland
- Director, Experimentation Platform
- Jeffrey Wong
- Senior Modeling Architect, Computational Causal Inference at Netflix
Experimentation and Causal Inference Machine Learning PlatformSVT-AV1: open-source AV1 encoder and decoder
Mar 13, 2020
In this tech blog, we report the current status of the SVT-AV1 project, as well as the characteristics and...
- Andrey Norkin
- Senior Research Scientist
- Joel Sole
- Senior Research Scientist - Video Encoding
- Mariana Afonso
- Research Scientist - Video Encoding
- Kyle Swanson
- Senior Software Engineer - Video Algorithms
- Agata Opalach
- Software Engineer
- Anush Moorthy
- Senior Software Engineer
- Anne Aaron
- Director, Video Algorithms
Streaming Encoding & QualityAn Overview of Coding Tools in AV1: the...
Feb 24, 2020
The paper gives a technical overview of AV1 - the first video codec standard from Aliance for Open Media (AOM).
- Andrey Norkin
- Senior Research Scientist
Streaming Encoding & QualityAVIF for Next-Generation Image Coding
Feb 13, 2020
We need an alternative to JPEG that a) is widely supported, b) has better compression efficiency and c) has a wider...
- Aditya Mavlankar
- Senior Software Engineer, Video Algorithms
- Cyril Concolato
- Senior Software Engineer - Cloud Media Systems
- Anush Moorthy
- Senior Software Engineer
- Anne Aaron
- Director, Video Algorithms
Encoding & QualityData Compression for Large-Scale Streaming...
Dec 2, 2019
At Netflix, we regularly run experiments to improve the quality of our member’s streaming service. We rely on custom...
- Julie Novak
- Senior Data Scientist
- Jeffrey Wong
- Senior Research Scientist
- Toby Mao
- Senior Software Engineer
- Martin Tingley
- Data Science Manager - Streaming Video & Studio
- Andy Rhines
- Senior Data Scientist
- Matthew Wardrop
- Full Stack Data Scientist
Experimentation and Causal Inference StreamingOpen-sourcing Polynote: an IDE-inspired...
Oct 23, 2019
Netflix Research open-sourced Polynote, a Scala-first notebook inspired by IDEs to enable researcher productivity for...
- Jeremy Smith
- Senior Software Engineer, Machine Learning
- Jonathan Indig
- Senior Software Engineer
- Faisal Siddiqi
- Director of Engineering, Personalization Infrastructure
Machine Learning Platform Personalization & SearchOpen-sourcing Polynote: an IDE-inspired...
Oct 23, 2019
We are pleased to announce the open-source launch of Polynote: a new, polyglot notebook with first-class Scala...
- Jeremy Smith
- Senior Software Engineer, Machine Learning
- Faisal Siddiqi
- Director of Engineering, Personalization Infrastructure
- Jonathan Indig
- Senior Software Engineer
Machine Learning Recommendations Personalization & SearchML Platform Meetup: Infra for Contextual...
Oct 18, 2019
A recap of the ML Platform meetup on Bandits Infra with LinkedIn, Netflix, Facebook, and Dropbox talks.
- Faisal Siddiqi
- Director of Engineering, Personalization Infrastructure
Machine Learning Platform Recommendations Machine Learning Personalization & SearchML Platform Meetup: Infra for Contextual...
Oct 18, 2019
A recap of the ML Platform meetup hosted at Netflix, Los Gatos on Sep 12, 2019 on the topic of Infrastructure for...
- Faisal Siddiqi
- Director of Engineering, Personalization Infrastructure
Machine Learning Personalization & SearchReimagining Experimentation Analysis at...
Sep 12, 2019
Another day, another custom script to analyze an A/B test. Maybe you’ve done this before and have an old script lying...
- Colin McFarland
- Director, Experimentation Platform
- Toby Mao
- Senior Software Engineer
- Sri Sri Perangur
- Scientific Product Manager, Experimentation Platform
Experimentation and Causal Inference