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Senior Software Engineer, Machine learning- Search

External
roku logoRoku · Bengaluru, India
Full-timeOn-site2w ago
AirflowClassificationDeep LearningJavaLeadershipLLMs
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About the role

Our Search Platform sits at the heart of the Roku experience, powering voice, text, and visual discovery across 100M+ active accounts and every Roku-powered device worldwide. We own the entire stack -from ingesting & enriching a multi-million-title knowledge graph, to low-latency retrieval services and large-scale machine-learning systems that personalize results in real time. Our work doesn't just help users find shows; it drives core product surfaces (home-screen rows, browse hubs, Roku Voice, mobile app search) and fuels partner monetization. If you enjoy turning cutting-edge research into products used billions of times a day, you'll thrive here. Roku's footprint has more than quadrupled in the past five years, and user expectations have leaped just as fast-think LLM-based query understanding, vector-DB retrieval, on-device models, and multimodal search (voice, text, image). We're now rebuilding our relevance stack for the next decade, blending classic IR with generative-AI techniques. You will be a technical leader spearheading that transformation.

Responsibilities

  • Apply state of the art ML on search using techniques in deep learning, bandits, transformers, LLMs, causal inference, and optimizations to make our users more delighted and engaged on the platform
  • Run online AB tests and analyze them against the critical business KPIs
  • Collaborate with US engineering teams as well as cross-functional teams to translate business requirements into technical specifications
  • Nurture our ML ecosystem to make it withstand scale, developer velocity and future business shifts
  • Provide technical leadership to drive technical and ML roadmap for search ranking and monetization
  • Help recruiting new engineers. Interview, train, and mentor new team members
  • We're excited if you have
  • 7+ years of experience (or PhD with 5 years of experience) applying Machine Learning to concrete problems at large-scale in domains like recommendation or search or ads
  • Strong CS fundamentals. Should be able covert ideas to code with ease
  • Good understanding of machine learning fundamentals like classification, deep neural nets, and sequence-based models. Familiarity with modern NLP stack and multi-modal representation learning is a plus
  • We'd love to see that you've worked with big data systems (Spark, S3, and Airflow) and can program (Java, Scala, or Python)
  • Good understanding of system architecture
  • Experience in big data technologies and streaming architecture, data pipelines, etc.
  • MS in Computer Science, Statistics, or related field, but 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-AK1
  • Our Hybrid Work Approach
  • Roku fosters an inclusive and collaborative environment where teams work in the office Monday through Thursday. Fridays are flexible for remote work except for employees whose roles are required to be in the office five days a week or employees who are in offices with a five day in office policy.

Benefits

AccommodationsRoku welcomes applicants of all backgrounds and provides reasonable accommodations and adjustments in accordance with applicable law. If you require reasonable accommodation at any point in the hiring process, please direct your inquiries to EmployeeRelations@Roku.com .The Roku CHealth insuranceDental insuranceVision insurance401(k)Remote work optionsFlexible schedule

Additional Information

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.


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