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Senior Software Engineering Manager, Ads Auction & Marketplace Optimization
Roku — лидер рынка с уникальной инженерной культурой и сложными задачами. Позиция предлагает работу на стыке науки и инженерии в быстрорастущем секторе рекламных технологий.
Сложность вакансии
Роль требует редкого сочетания глубоких знаний в теории аукционов и теории игр с многолетним опытом управления инженерными командами. Высокая сложность обусловлена необходимостью работы с высоконагруженными системами реального времени и сложной математической оптимизацией.
Анализ зарплаты
Зарплата для данной позиции уровня Senior Manager в Остине (Техас) обычно находится в верхнем сегменте рынка из-за узкой специализации в AdTech и теории аукционов. Roku известна конкурентными пакетами, включающими значительную долю акций (RSU).
Сопроводительное письмо
I am writing to express my strong interest in the Senior Software Engineering Manager position for Ads Auction & Marketplace Optimization at Roku. With over five years of experience leading engineering teams and a deep background in quantitative optimization and auction theory, I am excited about the opportunity to contribute to Roku's mission of connecting the entire TV ecosystem. My experience in building scalable distributed systems and implementing real-time multi-objective optimization aligns perfectly with the technical challenges described for this role.
In my previous roles, I have successfully led teams through the full lifecycle of complex engineering projects, from initial design to production deployment. I have a proven track record of mentoring engineers and collaborating with cross-functional teams to deliver strategic roadmaps. I am particularly drawn to Roku's pragmatic approach to innovation and its focus on solving real-world problems at scale. I am confident that my technical expertise in Python, Java, and statistical modeling, combined with my leadership experience, will allow me to make a significant impact on your Advertising Performance group.
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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
The Advertising Performance group focuses on performance for all participants in the Advertising ecosystem - Advertisers, Publishers and Roku. The systems and solutions span across different disciplines and technologies to perform realtime multi-objective optimization with distributed systems at large scale and low latencies. We use Machine Learning, Reinforcement Learning, AI, Control and Optimization Systems and Auction Dynamics to solve a large set of complex problems. At the core of this is our Machine Learning, Experimentation and Inference Platform that powers the entire landscape which we continuously evolve over time.
About the role
In this role you will build teams focused on the Ads Auction and Marketplace to optimize yield, gross profit, perform realtime multi-objective optimization across various short and long term objectives, build control and simulation systems, design and run experiments and extend the experimentation framework.
You will partner closely with other Engineering, Inventory and Product teams to define the vision and strategy for your group and to build and deliver the roadmap.
What you’ll be doing
- Building teams and mentoring engineers across geographic locations and time zones
- Defining the strategy and building the long-term roadmap by partnering with Product, Science and Engineering teams
- Leading the design, implementation, and evolution of real-time ads auction and marketplace systems
- Building and enhancing core auction capabilities including ad pod construction, bid valuation, ranking, pricing, pacing and budget enforcement
- Designing auction logic that balances viewer experience (ad load, relevance, repetition) with advertiser performance, publisher yield, platform revenue and gross profit
- Driving yield and gross profit optimization through auction design, floor strategies, and pricing experiments
- Leading experimentation using A/B testing, auction simulations, offline replay frameworks, and make data-driven decisions based on performance metrics and statistical rigor
- Stay at the forefront of advancements in related areas
We’re excited if you have
- 3+ years of experience leading teams that apply auction theory, quantitative optimization, advanced statistical methods to large, sophisticated datasets
- 5+ years experience of leading engineering teams from design to implementation, ensuring scalability and reliability
- Deep mathematical understanding of auction theory, game theory, economics, quantitative optimization and statistics
- Hands-on experience with Python and Java in a production environment
- BS or higher in CS, Economics, Mathematics, or a related quantitative field
Preferred Qualifications:
- Experience in the Advertising domain
- 5+ years of experience applying auction theory, game theory, economics, quantitative optimization, advanced statistical methods to large, sophisticated datasets
- MS or PhD in CS, Economics, Math or a related quantitative field
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
- Java
- Machine Learning
- Reinforcement Learning
- Distributed Systems
- A/B Testing
- Statistics
- Auction Theory
- Game Theory
- Optimization
Возможные вопросы на собеседовании
Проверка глубины знаний в предметной области аукционов.
Как бы вы спроектировали механизм аукциона для рекламных подов, чтобы сбалансировать доход платформы и пользовательский опыт (избегая повторов рекламы)?
Оценка опыта управления и развития талантов.
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Проверка навыков работы с данными и экспериментирования.
Как вы подходите к анализу результатов A/B тестов в условиях, когда изменения в аукционной логике могут иметь долгосрочные сетевые эффекты?
Оценка архитектурных навыков в высоконагруженных системах.
С какими основными проблемами масштабируемости вы сталкивались при разработке систем с низким временем задержки (low latency) и как их решали?
Проверка лидерских качеств и стратегического мышления.
Как вы расставляете приоритеты в дорожной карте продукта, когда цели по краткосрочной прибыли конфликтуют с долгосрочными целями по удержанию рекламодателей?
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