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Описание вакансии
Текст:
TL;DR
Senior Data Scientist (Ads) (Machine Learning/Advertising): Developing data science solutions, statistical models, and machine learning methods to improve advertiser experience and Reddit's advertising platform with an accent on large-scale data analysis, causal inference, and experimental design. Focus on building anomaly detection and prediction models, identifying optimization opportunities through experimentation, and translating product requirements into measurable data-driven solutions.
Location: Remote - United States
Salary: $190,800–$267,100 USD base salary per year, plus equity and potentially commission.
Company
Reddit is a community platform with more than 100,000 active communities and approximately 130 million daily active unique visitors; advertising is its primary revenue driver.
What you will do
- Design, develop, and apply data science solutions for advertiser experience and advertising platform improvements.
- Analyze large-scale datasets to identify trends, patterns, and optimization opportunities.
- Collaborate with product managers, engineers, and data scientists to define requirements, metrics, and solutions.
- Develop machine learning models and data science methods for anomaly detection, prediction, and pattern recognition.
- Communicate findings and recommendations to stakeholders across the organization.
- Mentor and guide junior data scientists.
Requirements
- Master’s or Ph.D. in Statistics, Mathematics, Physics, Economics, Operations Research, or another quantitative field.
- At least 5 years of industry experience for M.S. holders or 4 years for Ph.D. holders in applied science or data science roles.
- Platform experience and a deep understanding of the advertising ecosystem.
- Strong knowledge of statistical modeling, machine learning algorithms, causal inference, and experimental design.
- Experience with large-scale data processing using Spark, Hadoop, or Hive; proficiency in Python or R, machine learning libraries, SQL, and relational databases.
- Excellent communication and presentation skills.
Nice to have
- Experience with online advertising and ad tech.
- Experience with causal inference and A/B testing.
- Knowledge of BigQuery.
- Open-source contributions or publications in relevant conferences or journals.
Culture & Benefits
- Flexible, remote-friendly workforce.
- Comprehensive healthcare and income replacement programs.
- 401(k) with employer match.
- Global benefits supporting workspace, professional development, caregiving, family planning, gender-affirming care, and mental health.
- Flexible vacation, paid volunteer time off, and generous paid parental leave.
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