Senior Data Scientist, Ads

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 126 million daily active unique visitors, Reddit is one of the internet’s largest sources of information. For more information, visit www.redditinc.com.Reddit has a flexible first workforce. At Reddit we continue to grow our teams with the best talent. We're completely remote friendly and will continue to be after the pandemic.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.About the Ads Data Science Team:The Ads Data Science team at Reddit leverages data to maximize advertiser value on Reddit through robust data foundations, metrics, and strategic insights generated through experimentation and cutting-edge DS methods. We work on a wide range of challenging problems in the areas of ads and platform measurement, campaign and creative management, advertiser growth and retention, monetization, and the intersection of brand and community engagement. We are a highly collaborative team of passionate data scientists and engineers who are constantly pushing the boundaries of what's possible with machine learning and statistical modeling.About the Role:We are looking for a highly motivated and experienced Senior Data Scientist to join our growing Ads Data Science team. As a Senior Data Scientist, you will play a key role in developing as well as applying cutting-edge DS models/methods to improve the adoption and performance of our advertising platform through data-driven insights. You will work closely with product managers, engineers, and other data scientists to identify opportunities, define metrics, and build solutions that drive significant impact for Reddit.Responsibilities:Design, develop, and apply DS solutions to inform improvements in advertiser experience and Reddit's ad platformAnalyze large-scale datasets to identify trends, patterns, and insights that can be used to improve the effectiveness of our advertising platformCollaborate with product managers and engineers to define product requirements and translate them into data science solutionsDevelop ML models & DS methods to improve anomaly detection, prediction, & pattern recognition Communicate findings and recommendations to stakeholders across the organizationStay up-to-date on the latest advancements in machine learning and data scienceMentor and guide junior data scientists on the teamQualifications:Advanced degree (Masters or Ph.D.) in a quantitative field such as: Statistics, Mathematics, Physics, Economics, or Operations ResearchFor M.S. holders: 5+ years of industry experience in applied science or data science rolesFor Ph.D. holders: 4+ years of industry experience in applied science or data science rolesPlatform experience and a deep understanding of the ads ecosystemStrong understanding of statistical modeling, machine learning algorithms, causal inference and experimental designExperience with large-scale data processing and analysis using tools such as Spark, Hadoop, or Hive; knowledge of BigQuery a plusProficiency in Python or R and experience with machine learning libraries such as scikit-learn, TensorFlow, or PyTorchExperience with SQL and relational databasesExcellent communication and presentation skillsPassion for Reddit and the online advertising industryBonus Points:Experience with online advertising and ad techExperience with causal inference and A/B testingContributions to open-source projects or publications in relevant conferences or journalsBenefits:Global Benefit programs that fit your lifestyle, from workspace to professional development to caregiving supportFamily Planning SupportGender-Affirming CareMental Health & Coaching BenefitsComprehensive Medical Benefits & Health Care Spending AccountRegistered Retirement Savings Plan with matching contributionsIncome Replacement ProgramsFlexible Vacation & Paid Volunteer Time OffGenerous Paid Parental LeaveIn 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 eval