4 дня назад
Data Scientist - Ads Marketplace
153 000 - 208 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Scientist - Ads Marketplace (Ads Marketplace): Designing and optimizing machine learning systems for ad auction delivery, ranking, and monetization with an accent on experimentation, causal inference, and explainability. Focus on developing objective functions, measuring auction performance, and applying AI and large language models to improve advertising products.
Location: US Remote
Salary: $153,000–$208,000 annualized for the San Francisco area; the range varies by geographic location.
Company
operates a neighborhood network connecting residents, public agencies, and businesses across more than 350,000 neighborhoods in 11 countries.
What you will do
- Design algorithms and machine learning models to optimize Ads Marketplace performance and advertiser value.
- Shape ranking models, objective functions, and explainability layers for model feedback loops.
- Design, monitor, and evaluate product experiments, including post-release follow-ups.
- Develop strategic insights through complex data analyses, causal inference studies, and auction measurement.
- Partner with Product, Engineering, Machine Learning, Sales, Finance, Marketing, Design, and Operations.
- Participate in in-person trainings, off-sites, volunteer days, and team-building activities.
Requirements
- 4+ years of relevant Data Science experience.
- Experience with Ads Marketplace and/or monetization.
- Experience architecting, debugging, and executing complex SQL queries.
- Strong Python skills, including NumPy, pandas, scikit-learn, and other data science tools.
- Experience with complex analyses, experimentation, causal inference, and exploratory research.
- Curiosity about applying AI and emerging technologies to improve products and business strategy.
Nice to have
- Experience with social, community-based, small-business, or marketplace products.
- Experience with advertising and auction systems.
- Experience with agentic coding platforms such as Cursor or Windsurf.
Culture & Benefits
- AI-first environment with active use of tools such as Claude, Gemini, ChatGPT, and Glean.
- Inclusive, collaborative, and data-centric product culture.
- Equity grant with quarterly vesting and a first vest date within three months of starting.
- Multiple health plan options, including a fully covered employee-only plan option.
- OneMedical membership and company events focused on collaboration and community.
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