Senior Machine Learning Engineer

Company: Tubi
Company: Tubi
Location: San Francisco, CA; Remote
Posted on: 2023-05-03 16:26
Join Tubi ( www.tubi.tv ), a division of FOX Technology, a premium streaming service leading the charge in making entertainment accessible to all. Tubi is an ad-supported video-on-demand (AVOD) service headquartered in San Francisco. With over 50,000 movies and television shows, including a growing library of Tubi Originals, 200+ local and live news and sports channels, and 455 entertainment partners featuring content from every major Hollywood studio, Tubi gives entertainment fans an easy way to discover new content that is available completely free. Tubi's library has something for every member of our diverse audience, and we're committed to building a workforce that reflects that diversity. We're looking for great people who are creative thinkers, self-motivators, and impact-makers looking to help shape the future of streaming. About the Role: The Machine Learning team at Tubi works on core algorithms that define the entire experience of its 33+ million users. We work on different areas such as recommendations, search, content understanding and ads. We are searching for a talented and passionate Machine Learning Engineer to join our team to develop and improve our core algorithms and embeddings. In this role, you will research and develop machine learning algorithms and take full ownership of tackling problems in Tubi’s recommender and content understanding system. You need a strong background in machine learning, hands-on development skills to tackle some of the challenges in a fast-paced dynamic environment and the ability to collaborate well in a cross-functional setting. You will lead the algorithm research and development in different areas of machine learning including large scale feature engineering, relevance optimization for the entire page, designing deep learning/gradient boosted tree based models, balancing exploration vs exploitation, integrating unstructured features like images and videos, developing real time pipelines, etc. Responsibilities: Design and develop state of the art machine learning models for various supervised and unsupervised machine learning tasks to improve recommendations  Own end-to-end production of machine learning algorithms including prototyping new ideas and writing code for A/B tests and production Conduct AB tests to prove your ideas and share your learnings from the experiment results Develop both machine learning and business specific metrics Your Background: Bachelor's degree from an accredited university, or equivalent work experience  3-5 years of relevant industry experiences on recommender systems, learning to rank, ads targeting, reinforcement learning, contextual bandits, deep learning, etc. Experience with large-scale datasets, supporting dozens of millions of users Ability to write production-quality code that incorporates testing, evaluation, monitoring Software development experience in Python, Scala or Java Previous experience with Apache Spark, Tensorflow, Pytorch or Keras #LI-ES1 #LI-Remote Pursuant to state and local pay disclosure requirements , the pay range for this role, with final offer amount dependent on education, skills, experience, and location is listed annually below. This role is also eligible for an annual discretionary bonus, long term incentive plan, and various benefits, including medical/dental/vision, insurance, a 401(k) plan, paid time off, and other benefits in accordance with applicable plan documents. California, New York City, Westchester County, NY and Seattle, WA $230,000 — $300,000 USD Colorado and Washington (excluding Seattle, WA) $201,000 — $246,000 USD Tubi is a division of Fox Technology, and the majority of all US-employee benefits are covered by FOX Employee Benefits, summarized  here .  The following distinctions below outline the differences between the Tubi and FOX benefits: For US-based non-exempt Tubi employees, the FOX Employee Benefits summary accurately captures the Vacation and Sick Time For all US-based employees, Tubi offers 12 paid "Tubi Holidays" in addition to the 11 FOX Corporate Company paid holidays For all salaried/exempt employees, in lieu of the FOX Vacation policy, Tubi offers a Flexible Time off Policy to manage all personal matters For all full-time, regular employees, in lieu of FOX Paid Parental Leave, Tubi offers a generous Parental Leave Program, which allows parents twelve (12) weeks of paid bonding leave within the first year of the birth, adoption, surrogacy or foster placement of a child. This time is 100% paid through a combination of any applicable state, city, and federal leaves and wage-replacement programs in addition to contributions made by Tubi For all full-time, regular employees, Tubi offers a monthly wellness reimbursement Tubi is proud to be an equal opportunity employer and considers 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. Pursuant to the San Francisco Fair Chance Ordinance, we will consider employment for qualified applicants with arrest and conviction records. We are an E-Verify company.
View Original Job Posting