Software Engineer - Machine Learning (Remote)
- Flexible / Remote
Yelp has hundreds of millions of pieces of user-contributed content, millions of users and business listings, and hundreds of thousands of advertising customers–and all of these numbers are constantly growing. Yelp’s machine learning engineers turn raw data into valuable signals by building end-to-end ML systems, from feature ETL to deploying predictive models in production, as well as by building the ML platforms that these models rely on. These systems power applications like search ranking, ads targeting, push notifications, and photo understanding. Our data teams banter about Bandits, know their way down a Gradient, and aren’t too Naïve to kick back in our office.
Yelp engineering culture is driven by our values: we’re a cooperative team that values individual authenticity and encourages “unboring” solutions to problems. We enable all new team members to deploy working code their first week, and your impact will only grow from there with the support of your manager, mentor, and team. At the end of the day, we are all about helping our users, growing as engineers, and having fun in a collaborative environment.
Where You Come In:
- Conduct end-to-end analyses, from wrangling data via SQL or Python, to statistical modeling, to hypothesizing and presenting business ideas.
- Work with large, complex datasets.
- Lead the development of machine learned models for offline, batch-based data products as well as models deployed to online, real-time services.
- Work in areas such as search, ads targeting, spam, and photo understanding.
- Productionize and automate model pipelines within Python services.
What it Takes to Succeed:
- Experience with data ETL and data analysis packages and workflows (SQL, MapReduce, Spark, etc.).
- Experience with machine learning using packages such as xgboost, sklearn, TensorFlow, etc.
- A love for writing beautiful and maintainable code.
- The curiosity to uncover promising solutions to new problems, and the persistence to carry your ideas through to an end goal.
- Comfort in using a Unix environment.
- If you don't have at least one year of experience in a similar role, please take a look at our College Engineering roles instead!
Pursuant to the San Francisco Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records.
At Yelp, we believe that diversity is an expression of all the unique characteristics that make us human: race, age, sexual orientation, gender identity, religion, disability, and education — and those are just a few. We recognize that diverse backgrounds and perspectives strengthen our teams and our product. The foundation of our diversity efforts are closely tied to our core values, which include “Playing Well With Others” and “Authenticity.”
We’re proud to be an equal opportunity employer and consider qualified applicants without regard to race, color, religion, sex, national origin, ancestry, age, genetic information, sexual orientation, gender identity, marital or family status, veteran status, medical condition or disability.
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