Sr. Sw Engineer- Machine Learning (Karnataka)

Sr. Sw Engineer- Machine Learning (Karnataka)

08 Aug
|
Roku
|
Karnataka

08 Aug

Roku

Karnataka

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 we ve 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 you ll make a valuable - and valued - contribution We re 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 role 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 capabilities Roku 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 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 we re actively looking for a Senior 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 you ll collaborate across teams The role requires high technical aptitude problem-solving abilities motivation and exceptional attention to detail We re always in build mode because we re a company of data-focused builders Every day you ll look at what exists and find ways to make it better What you ll 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 for entity matching data deduplication and Generative AI tasks such as content summarization deduping and metadata quality Researching and developing advanced AI algorithms including Vision Models for visual content analysis and enhancing the Content Knowledge Graph Developing and maintaining Deep Learning models for data quality checks visual similarity scoring and content tagging Implementing KPI measurement frameworks to 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 We re excited if you have 7 years of experience applying Machine Learning and GenAI to concrete problems at large-scale Solid CS fundamentals with the ability to design algorithms for real-world challenges Expertise in machine learning fundamentals including deep generative models GANs VAEs transformers tree-based methods and sequence-based models Proven familiarity with NLP approaches like BERT GPT or related architectures as well as Vision-based approaches like ResNet EfficientNet or CLIP 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 AI literacy and curiosity You have either tried Gen AI in your previous work or outside of work or are curious about Gen AI and have explored it LI-NK1 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 It s 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 workplace where everyone is focused on the company s 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 We re independent thinkers with big ideas who act boldly move fast and accomplish extraordinary things through collaboration and trust In short at Roku you ll be part of a company that s 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 isn t 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 By providing your information you acknowledge that you have read our Applicant Privacy Notice and authorize Roku to process your data subject to those terms

📌 Sr. Sw Engineer- Machine Learning (Karnataka)
🏢 Roku
📍 Karnataka

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