- Страна
- США
- Зарплата
- 232 500 $ – 325 500 $
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Sr. Data Science Manager - Ads Marketplace
Исключительная вакансия в топовой технологической компании с высокой прозрачностью по зарплате и отличным пакетом льгот. Роль предлагает огромный масштаб влияния на доходы компании и возможность работать с уникальными данными сообществ.
Сложность вакансии
Высокая сложность обусловлена требованиями к глубоким знаниям в области экономики и аукционов (Ads Marketplace), а также необходимостью иметь более 8 лет опыта и навыки управления менеджерами. Роль предполагает работу на стыке ML, теории игр и стратегического планирования в быстро меняющейся среде.
Анализ зарплаты
Предлагаемый диапазон ($232k - $325k) находится на верхнем уровне рыночных ожиданий для Senior Manager в США, особенно учитывая дополнительные бонусы в виде RSU. Это соответствует уровню Tier-1 компаний (Big Tech).
Сопроводительное письмо
I am writing to express my strong interest in the Senior Data Science Manager position for the Ads Marketplace at Reddit. With over a decade of experience in quantitative analysis and a proven track record of leading high-performing data science teams, I am drawn to Reddit’s unique community-centric approach to advertising. My background in economics and extensive experience with online experimentation and causal inference align perfectly with your mission to build a transparent and efficient marketplace that balances advertiser value with user experience.
In my previous roles, I have successfully driven end-to-end data science projects that directly influenced product strategy and long-term ecosystem health. I am particularly excited about Reddit's focus on leveraging AI-assisted development tools to enhance productivity, as I am a strong advocate for integrating LLMs into the technical workflow. I am confident that my ability to bridge the gap between low-level technical execution and high-level business strategy will help Reddit’s advertising business reach its ambitious growth goals.
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Описание вакансии
Reddit is a community of communities. It’s built on shared interests, passion, and trust, and is home to the most open and authentic conversations on the internet. Every day, Reddit users submit, vote, and comment on the topics they care most about. With 100,000+ active communities and approximately 121 million daily active unique visitors, Reddit is one of the internet’s largest sources of information. For more information, visit www.redditinc.com.
Senior Data Science Manager - Ads Marketplace
Advertising is Reddit’s primary revenue driver and we have an ambitious goal to turn it into a massive business. Although several large digital ad platforms already exist, advertisers are being increasingly drawn to Reddit because of our passionate communities. We believe our community-centric platform has created the opportunity for Reddit to build a highly differentiated ads business.
The Ads Marketplace DS team sits at the intersection of economics, machine learning, and human behavior. We are looking for a results-oriented and strategically minded Data Science Leader to work with our Ads Marketplace teams ensuring that every ad served provides value to the advertiser, maintains the integrity of the user experience, and optimizes the long-term health of our ecosystem. You will lead a team of high-caliber data scientists to partner with Product, Engineering, and Sales to build a world-class, transparent, and efficient marketplace.
If helping Reddit’s advertising business reach the next level excites you, then you’ve found the right place. We’re a company with one of the highest employee/user ratios in the industry, giving you a tremendous opportunity for both scope & impact.
Responsibilities
- Inspire, lead, and grow a team of data scientists to achieve our longer term vision
- Drive data science projects end-to-end in partnership with Product, Engineering, and other partners to inform product strategy and investment decisions
- Analyze large datasets to identify trends, patterns, and insights that can help understand marketplace dynamics and help cross-functional teams (e.g., product, engineering, marketing) to define and execute data-driven optimization strategies
- Actively influence the design of the strategy and shaping of the roadmap. Generate and use team insights to set and prioritize longer term goals
- Create and implement A/B testing, experimentation, and other cutting-edge statistical/mathematical frameworks to analyze Ads (marketplace) performance
- Continually develop & execute on a Data Science roadmap and vision for your team
- Stay abreast of industry best practices and emerging technologies in the field of advertising and data science
- Foster a culture of innovation, collaboration, and technical excellence
- Be an integral part of the Data Science Org, leveraging and contributing to the vibrant knowledge base, shared across a community of world-class data experts
Required Qualifications
- PhD or Master's degree in Economics, Statistics, Machine Learning, Operations Research, or other quantitative fields (If M.S. degree, a minimum of 8+ years of industry data science experience required; If PhD degree, a minimum of 6+ years of industry data science experience required)
- 4+ years of management experience. Experience managing managers is a bonus.
- Strong skills in programming (Python or R) and SQL
- Experience in leveraging AI-assisted development tools (e.g., Cursor, Claude, or similar LLMs) to improve personal and team productivity, code quality, and technical problem-solving.
- Deep understanding of Ads Marketplace
- Extensive experience of online experimentation and causal inference
- Ability to communicate & discuss low-level technical topics as well as high-level strategies.
- Comfortable in innovative and fast-paced environments, and an innate ability to bias toward action
- Results-oriented with a strong customer and business focus
- Track-record driving product roadmap and execution with strong cross-org collaborations
- Ability to provide structure and tackle ambiguous and undefined problems
Benefits:
- Comprehensive Healthcare Benefits and Income Replacement Programs
- 401k with Employer Match
- Global Benefit programs that fit your lifestyle, from workspace to professional development to caregiving support
- Family Planning Support
- Gender-Affirming Care
- Mental Health & Coaching Benefits
- Flexible Vacation & Paid Volunteer Time Off
- Generous Paid Parental Leave
#LI-Remote
Pay Transparency:
This job posting may span more than one career level.
In addition to base salary, this job is eligible to receive equity in the form of restricted stock units, and depending on the position offered, it may also be eligible to receive a commission. Additionally, Reddit offers a wide range of benefits to U.S.-based employees, including medical, dental, and vision insurance, 401(k) program with employer match, generous time off for vacation, and parental leave. To learn more, please visit https://www.redditinc.com/careers/.
To provide greater transparency to candidates, we share base salary ranges for all US-based job postings regardless of state. We set standard base pay ranges for all roles based on function, level, and country location, benchmarked against similar stage growth companies. Final offer amounts are determined by multiple factors including, skills, depth of work experience and relevant licenses/credentials, and may vary from the amounts listed below.
The base salary range for this position is:
$232,500—$325,500 USD
In select roles and locations, the interviews will be recorded, transcribed and summarized by artificial intelligence (AI). You will have the opportunity to opt out of recording, transcription and summarization prior to any scheduled interviews.
During the interview, we will collect the following categories of personal information: Identifiers, Professional and Employment-Related Information, Sensory Information (audio/video recording), and any other categories of personal information you choose to share with us. We will use this information to evaluate your application for employment or an independent contractor role, as applicable. We will not sell your personal information or disclose it to any third party for their marketing purposes. We will delete any recording of your interview promptly after making a hiring decision. For more information about how we will handle your personal information, including our retention of it, please refer to our Candidate Privacy Policy for Potential Employees and Contractors.
Reddit is proud to be an equal opportunity employer, and is committed to building a workforce representative of the diverse communities we serve. Reddit is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If, due to a disability, you need an accommodation during the interview process, please let your recruiter know.
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Навыки
- Python
- R
- SQL
- Machine Learning
- Economics
- Causal Inference
- A/B Testing
- Statistics
- Operations Research
- LLM
- Claude
- Cursor
Возможные вопросы на собеседовании
Кандидат должен понимать механизмы аукционов и то, как изменения в алгоритмах влияют на баланс между доходами и пользовательским опытом.
Как бы вы подошли к оптимизации аукциона рекламы, чтобы максимизировать долгосрочную ценность для рекламодателя, не жертвуя при этом вовлеченностью пользователей?
Для этой роли критически важно умение измерять инкрементальный эффект, а не просто корреляции.
Опишите ваш опыт внедрения методов причинно-следственного вывода (causal inference) в продуктах, где стандартное A/B тестирование затруднено сетевыми эффектами.
Вакансия требует опыта управления высококвалифицированными специалистами.
Расскажите о случае, когда вам пришлось управлять конфликтом приоритетов между вашей командой Data Science и отделом продаж или разработки. Как вы достигли консенсуса?
Reddit ищет лидера, который использует современные инструменты для повышения эффективности.
Как вы внедряете AI-инструменты (например, Claude или Cursor) в рабочие процессы своей команды для улучшения качества кода и ускорения исследований?
Маркетплейсы часто сталкиваются с проблемой холодного старта или дисбаланса спроса и предложения.
Какие метрики вы бы использовали для мониторинга «здоровья» рекламного маркетплейса Reddit и как бы вы определили, что рынок становится неэффективным?
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- Страна
- США
- Зарплата
- 232 500 $ – 325 500 $