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Senior Computational Linguist
Roku — лидер рынка стриминга с уникальной инженерной культурой. Позиция предлагает работу над передовыми технологиями (Voice, LLM) в стабильной публичной компании с отличным пакетом бенефитов и возможностью влиять на продукт, которым пользуются миллионы.
Сложность вакансии
Роль требует редкого сочетания глубоких знаний в теоретической лингвистике (фонетика, морфология) и продвинутых навыков в Computer Science, включая LLM и генеративный ИИ. Высокий уровень ответственности за международную экспансию продукта и работа в гибридном режиме в Остине повышают планку требований.
Анализ зарплаты
Указанный диапазон (160k–210k USD) соответствует рыночным стандартам для позиции Senior Computational Linguist в технологическом хабе Остина. Зарплата в Roku обычно находится на уровне или чуть выше медианы для Tier-1 компаний, учитывая также пакет акций (RSU).
Сопроводительное письмо
I am writing to express my strong interest in the Senior Computational Linguist position at Roku. With a solid background in core linguistics and extensive experience in developing spoken natural language applications, I am eager to contribute to the Roku Voice Team's mission of creating the best voice system for TV. My expertise in Python, SQL, and both rule-based and machine-learning NLP approaches aligns perfectly with your requirements for extending voice support across international markets.
Throughout my career, I have successfully managed large-scale natural language datasets and implemented generative AI solutions to enhance user interaction. Having worked with multilingual systems, particularly with a focus on Spanish, I am confident in my ability to help Roku expand its global footprint. I admire Roku's pragmatic approach to innovation and its commitment to delivering high-quality, customer-centric solutions, and I look forward to the possibility of bringing my technical skills to your high-performance team.
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Откликнитесь в roku уже сейчас
Присоединяйтесь к команде Roku в Остине и создавайте будущее голосового управления для миллионов пользователей по всему миру!
Описание вакансии
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 Team
Roku’s Voice Team aims to develop the best voice system for TV. We enable users to launch channels, search for movies, TV shows, sports, and music, discover new content, and control their TVs and Smart Home devices with natural spoken requests, including hands-free, in multiple languages. Our goal is to help people find what they want and make it easier for people to stream. We accomplish this using state-of-the-art technology and engineering to make it happen, with consideration for the customer as the center of all that we do.
About the Role
We are looking for a top-notch Sr. Computational Linguist who is passionate about using language data and modeling to help our users connect effortlessly to Roku content and functionality. In this role, you will have the opportunity to analyze data from our users around the world and incorporate your insights into our products.
You will be joining a talented, high-performance team with a history of delivery. We are looking for someone who can help us maintain this accelerated pace and continue delivering high quality as we grow.
What you’ll be doing
- You will develop models to extend voice support to new Roku features and across languages internationally
- You will collect and analyze spoken and written language data to improve our models, capturing a wide variety of expressions in rule-based or machine-learned systems
- You will maintain our existing systems, recognize issues and apply the right tools to debug and solve problems
We’re excited if you have
- Master’s or Ph.D. degree in Linguistics, Computer Science, or related field
- Proficiency in at least one non-English language, ideally at the native or near non-native competence level, with Spanish or Portuguese preferred
- At least two years of experience with spoken natural language applications
- Solid knowledge of core linguistics: semantics, syntax, morphology, phonology, phonetics, discourse, and dialogue
- Experience with rule-based grammars and machine learning for NLP, including LLM and generative AI
- Practical experience with cleaning, manipulating, and analyzing large natural language data sets
- Experience with scripting languages, preferably Python
- Experience creating and adapting database queries in SQL
- Experience with version control and collaborative software development
#LI-SB5
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
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.
Accommodations
Roku 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 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 2002.
To learn more about Roku, our global footprint, and how we've grown, visit https://www.weareroku.com/factsheet.
By providing your information, you acknowledge that you want Roku to contact you about job roles, that you have read Roku's Applicant Privacy Notice, and understand that Roku will use your information as described in that notice. If you do not wish to receive any communications from Roku regarding this role or similar roles in the future, you may unsubscribe at any time by emailing WorkforcePrivacy@Roku.com.
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Навыки
- Python
- SQL
- NLP
- Machine Learning
- Large Language Models
- Generative AI
- Linguistics
- Spanish
- Portuguese
- Git
Возможные вопросы на собеседовании
Проверка способности применять теоретические знания лингвистики к практическим задачам улучшения распознавания речи.
Как вы используете знания в области фонетики и морфологии для отладки ошибок в моделях распознавания речи (ASR) или понимания естественного языка (NLU)?
Оценка опыта работы с международными рынками, что критично для данной роли.
Расскажите о вашем опыте адаптации голосовых интерфейсов для испанского или португальского языков. С какими основными лингвистическими трудностями вы столкнулись?
Вакансия требует владения как классическими, так и современными методами.
В каких случаях вы предпочтете использование грамматик на основе правил (rule-based) вместо моделей машинного обучения для задач парсинга запросов?
Проверка навыков работы с современным стеком генеративного ИИ.
Каков ваш опыт интеграции LLM в существующие пайплайны обработки естественного языка для улучшения качества диалоговых систем?
Оценка навыков работы с данными и инструментами разработки.
Опишите процесс обработки и очистки крупного набора данных разговорной речи с использованием Python и SQL перед подачей в модель.
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