Senior Machine Learning Engineer - TRC Sports
Senior Machine Learning Engineer - TRC Sports
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Job Description
Teamwork makes the stream work.
Roku is changing how the world watches TV
Roku is the #1 TV streaming platform in the U.S. Canada and Mexico and weve set our sights on powering every television in the world. Roku pioneered streaming to the TV. Our mission is to be the TV streaming platform that connects the entire TV ecosystem. We connect consumers to the content they love enable content publishers to build and monetize large audiences and provide advertisers unique capabilities to engage consumers.
From your first day at Roku youll make a valuable - and valued - contribution. Were a fast-growing public company where no one is a bystander. We offer you the opportunity to delight millions of TV streamers around the world while gaining meaningful experience across a variety of disciplines.
About the team
Roku pioneered streaming to the TV and continues to innovate and lead the industry. While we are well-positioned to help shape the future of television including TV advertising around the world continued success relies on its investment in our machine learning offers millions of options to our users: movies episodes news sports and channels from all around the world. The Roku Content Platform is key to onboarding content into the Roku ecosystem delighting our customers. Building a content knowledge platform that provides insights to downstream systems like Search Recommendations Ads and Voice to shape customers experiences is why were actively looking for aSenior Machine Learning / AI Engineer Content Platform who can drive further innovation.
About the role
The person in this role will leverage their technical skills business intuition and analytical thinking to build best-in-class machine learning products. This includes integrating Generative AI capabilities and Vision Models to enrich content quality and user engagement. Communication and presentation skills are essential as youll collaborate across teams. The role requires high technical aptitude problem-solving abilities motivation and exceptional attention to detail. Were always in build mode because were a company of data-focused builders. Every day youll look at what exists and find ways to make it better.
What youll be doing
- Building and owning the next generation of content knowledge platforms and other algorithms/systems that create high quality and unique experiences for millions of Roku users.
- Designing and implementing advanced Machine Learning models forentity matchingdata deduplication andGenerative AI taskssuch as content summarization. deduping and metadata quality.
- Researching and developing advanced AI algorithms includingVision Modelsfor visual content analysis and enhancing the Content Knowledge Graph.
- Developing and maintaining Deep Learning models fordata quality checksvisual similarity scoring andcontent tagging.
- ImplementingKPI measurement frameworksto evaluate the quality and performance of delivered models including those utilizing Generative AI.
- Creating products that provide exceptional user experiences while meeting performance security quality and stability requirements.
Were excited if you have
- 7 years of experience applying Machine Learning and GenAI to concrete problems at large-scale.
- Strong CS fundamentals with the ability to design algorithms for real-world challenges.
- Expertise in machine learning fundamentals includingdeep generative models (GANs VAEs)transformerstree-based methods andsequence-based models.
- Proven familiarity with NLP approaches likeBERT GPT or related architectures as well as Vision-based approaches likeResNetEfficientNet orCLIP.
- Experience in big data systems (e.g. Spark EMR Kafka S3 Flink AirFlow) and programming (Java Scala or Python).
- A track record of building in-production Machine Learning systems including deploying Generative AI and Vision Model-based pipelines.
- Knowledge of system architecture and experience with big data technologies (e.g. streaming architectures scalable data pipelines).
- An understanding of state-of-the-art Vision Models for tasks such as image classification object detection and multimodal learning.
- MS in Computer Science Statistics or a related field is required; a Ph.D. in CS or related fields is preferred.
#LI-AR3
Benefits
Roku is committed to offering a diverse range of benefits as part of our compensation package to support our employees and their families. Our comprehensive benefits include global access to mental health and financial wellness support and resources. Local benefits include statutory and voluntary benefits which may include healthcare (medical dental and vision) life accident disability commuter and retirement options (401(k)/pension). Our employees can take time off work for vacation and other personal reasons to balance their evolving work and life needs. Its important to note that not every benefit is available in all locations or for every role. For details specific to your location please consult with your recruiter.
The Roku Culture
Roku is a great place for people who want to work in a fast-paced environment where everyone is focused on the companys success rather than their own. We try to surround ourselves with people who are great at their jobs who are easy to work with and who keep their egos in check. We appreciate a sense of humor. We believe a fewer number of very talented folks can do more for less cost than a larger number of less talented teams. Were independent thinkers with big ideas who act boldly move fast and accomplish extraordinary things through collaboration and short at Roku youll be part of a company thats changing how the world watches TV.
We have a unique culture that we are proud of. We think of ourselves primarily as problem-solvers which itself is a two-part idea. We come up with the solution but the solution isnt real until it is built and delivered to the customer. That penchant for action gives us a pragmatic approach to innovation one that has served us well since 2002.
To learn more about Roku our global footprint and how weve grown visit providing your information you acknowledge that you want Roku to contact you about job roles that you have read Rokus Applicant Privacy Notice and understand that Roku will use your information as described in that notice. If you do not wish to receive any communications from Roku regarding this role or similar roles in the future you may unsubscribe here at any time.
Required Experience:
Senior IC
Employment Type
Full Time
