FAQs
What is the primary focus of the Software Engineer Intern, Machine Learning role at Roku?
The primary focus of this role is to utilize large language models and deep learning to create personalized content recommendations, aiming to increase user engagement, retention, and monetization for Roku.
What qualifications are preferred for this internship position?
We prefer candidates who have a Master’s or PhD in Computer Science or a related field, along with practical experience in natural language processing, machine learning, and large language models.
How does the Recommendations team impact Roku users?
The Recommendations team significantly impacts users by driving the content discovery experience for Roku users, personalizing aspects of user interaction to enhance satisfaction and promote company growth.
What kind of project evaluation methods does Roku use?
Roku evaluates project outcomes through A/B experimentation to assess the effectiveness of the features developed.
What kind of work environment can interns expect at Roku?
Interns can expect a fast-paced work environment where teamwork is emphasized and every individual is focused on the company's success rather than their own.
Are there benefits provided to interns at Roku?
Yes, Roku offers a range of benefits including mental health and financial wellness support, healthcare options, life insurance, and time off for vacation and personal reasons.
What qualities does Roku look for in a candidate for this internship?
Roku values candidates who are self-driven, able to follow tasks from conception to production, and who can thrive as independent thinkers with the ability to collaborate effectively.
Is prior experience in machine learning necessary for this internship?
While practical experience in machine learning is preferred, strong candidates are also welcome to apply if they demonstrate the ability to learn quickly and contribute to the team.
What does Roku's culture emphasize?
Roku's culture emphasizes problem-solving, collaboration, pragmatism, and the importance of delivering solutions to customers, all within a humorous and ego-free environment.
How can candidates learn more about Roku as a company?
Candidates can learn more about Roku and its growth by visiting the company factsheet at https://www.weareroku.com/factsheet.