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Roku

Senior Software Engineer, Search Platform (ML) Machine Learning Infrastructure

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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 US, 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 team

Search is a critical user journey on Roku platform. Voice and Text Search is one of the most popular ways for Roku users to discover and watch their favorite content. At the heart of an exceptional search experience lies a deep understanding of queries, content, and user behavior. The search team builds advanced AI/ML techniques to power this understanding and builds a world-class media discovery engine to enhance the user journey on the Roku platform.

About the role

To further the Search team's commitment, we are seeking a talented Senior Machine Learning Infrastructure Engineer to join our Search Organization. In this pivotal role, you will spearhead the development of robust, scalable, and efficient infrastructure essential for model serving, training, feature engineering, and data processing. Your expertise will be crucial in building and maintaining a feature store that stands at the forefront of our ML endeavors. As a Senior Engineer, you will constantly innovate, design, and build systems that help us scale our state-of-the-art AI and ML solutions cost-effectively. We are seeking someone with high technical expertise and a natural flair for problem-solving. Your ability to pay meticulous attention to detail and an unwavering drive for excellence will be key.

What you'll be doing
Make significant contribution to build next generation model inference and feature serving systems for Roku Search.
Opportunities to use cutting edge ML technologies including GPUs and LLMs, distributed training, Quantization, distributed Serving to empower Search ML.
Tons of ambiguous problems and you will be tasked with building 0 to 1 solutions for all of them.
Collaborate with US engineering teams and cross-functional teams to translate business requirements into technical specifications.
Nurture our ML Infra ecosystem to make it withstand scale, developer velocity and future business shifts.
Help in recruiting new engineers. Interview, train, and mentor new team members.

We're excited if you have
5+ years of relevant industry experience in the design of large scale & production ML infra systems or Distributed Systems.
Deep knowledge of building distributed systems or recommendation infrastructure.
Deep knowledge with at least one programming language (Java, C++, Python).
Good understanding of system architecture. Have experience in big data technologies and streaming architecture, data pipelines, etc.
[Preferred] Working experience with Kubernetes and ML offering from AWS and GCP
[Preferred] Experience in complexities of ML model serving (TorchServe, TensorFlow Serving, NVIDIA, Triton inference server, etc.)
[Preferred] Hands-on experience with model / hardware accelerator libraries (Cuda, Quantization).
BS (or higher) degree in Computer Science, or a related field.
#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. 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 environment 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


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More Info

Industry:Other

Function:technology

Job Type:Permanent Job

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Date Posted: 20/10/2024

Job ID: 97184623

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