Senior Software Engineer, Machine Learning
Senior Software Engineer, Machine Learning
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$ 303000 - 483000
1 Vacancy
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 role
We seek an outstanding creative and passionate Machine Learning engineer to join Rokus Recommendation team. You will be responsible for building and owning the next generation of content recommendations and other algorithms/systems that will make the experience for our many millions of Roku users 100% personalized and unique.
For California Only - The estimated annual salary for this position is between $303000 - $483000 packages are based on factors unique to each candidate including but not limited to skill set certifications and specific geographical location. This role is eligible for health insurance equity awards life insurance disability benefits parental leave wellness benefits and paid time off.
What youll be doing
- Apply state-of-the-art ML on recommendations 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
- Help in training and mentoring new team members
Were excited if you have
- 5 years of experience applying Machine Learning to concrete problems at a large scale.
- Strong CS fundamentals. Should be able to write an algorithm with ease.
- Solid understanding of Data Science and ML fundamentals Regression Classification Tree-based approach Neural network and sequence-based models. Knowledge of NLP approaches such as W2V or BERT. Should be able to identify the right KPIs and Objective functions.
- Good understanding of system architecture. Have experience in big data technologies streaming architecture data pipelines etc.
- Bachelors in Computer Science Statistics or related field
- Preferred:
- Build Recommender Systems for a living
- Experience with Java Scala or Python
- Work with big data systems Spark EMR S3 AirFlow
- Hold an MS or PhD in CS or related fields
#LI-SR2
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 trust. In 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 have read our Applicant Privacy Notice and authorize Roku to process your data subject to those terms.
Required Experience:
Senior IC
Employment Type
Full-Time
