Machine Learning Engineer, Knowledge

San Francisco

Pinterest helps people Discover and Do the things they love. We have more than 300M monthly active users who actively curate an ecosystem of more than 100B pins (ideas) on more than 1B boards, creating a rich human curated graph of immense value. 

Technically, we are building out an internet scale personalized recommendation engine in 22+ languages, which requires a deep understanding of the users and content on our platform.  As an engineer on the Pin Knowledge team, you’ll work on content classification, user modeling, personalization and ranking. Engineers of this team often make measurably positive impact on hundreds of millions of users with improved machine learning modeling and featurization breakthroughs. 

2) Transform and automate our taxonomy expansion algorithms and pipelines using advanced ML and NLP techniques.

2) Develop state-of-the-art text embedding signals, as well as other featurization techniques for better model prediction performance

3) Analyze, compare and implement LR, GBDT and DNN models that are capable to serve our prod traffic in near real-time

4) Closely work with other product teams at Pinterest (Homefeed, Search, Ads etc) and conduct A/B experiments to improve various top-line metrics such as user engagement and revenue.


Example projects of the team include :

1) Building end-to-end ML pipeline to discover the best text annotations for a Pin, and use them to improve Homefeed and Ads top-line metrics

What you'll do :
  • Work with a group of friendly and experienced ML engineers to build the next generation ML signal pipeline widely used in Pinterest, including candidate generation, featurization and ranking model improvement. 
  • Design and build systems that combine machine learning and product design to continuously improve over time. 
  • Partner closely with other product teams across the organization to experiment with different algorithms and validate their effectiveness, while gaining knowledge of how ML works in all these products. 
What we're looking for :
  • 3+ years of software engineering/ML expertise and the ability to build scalable systems
  • Knowledge of algorithms, data-structures and measurement/statistics.
  • Practical experiences in machine learning, natural language processing or information retrieval
  • Experience working with large code bases, cross team collaboration,  mentoring other engineers, giving and getting feedback, and reviewing code/systems. 
  • Experience with MapReduce/Hadoop and/or distributed systems.

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Other information

If you haven't already, try it out! Understanding the product will help you work through some of our interview questions.

We’re looking for all kinds of people

To build an app that’s used and loved by people all around the world, we need a team with all kinds of different perspectives, experiences and backgrounds.

To put it legally: Pinterest is an equal opportunity employer and makes employment decisions on the basis of merit. We want to have the best qualified people in every job. Pinterest policy prohibits unlawful discrimination based on race, color, religion or religious creed, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender, gender identity, gender expression, age, marital status, status as a protected veteran, physical or mental disability, medical condition, genetic information or characteristics (or those of a family member), or any other consideration made unlawful by applicable federal, state, or local laws. It also prohibits discrimination based on a perception that anyone has any of those characteristics, or is associated with a person who has or is perceived as having any of those characteristics. All such discrimination is unlawful. Pinterest is committed to compliance with all applicable laws providing equal employment opportunities. This commitment applies to all persons involved in the operations of Pinterest and prohibits unlawful discrimination by any employee of Pinterest.
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