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Staff Data Scientist, Ads Experimentation

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Reddit Inc

3mo ago

  • Job
    Full-time
    Expert Level
  • Data
  • Quick Apply

AI generated summary

  • You need a PhD, MS, or BS in quantitative fields and 6+ years (PhD) or 10+ years (MS/BS) of data science experience. Must have strong statistical and programming skills, online experimentation expertise, and the ability to mentor others. Experience in digital advertising is a plus.
  • You will lead ads experimentation, creating processes and tools, exploring new experiment designs, collaborating with teams, developing metrics, and shaping strategy through actionable insights.

Requirements

  • Relevant experiences in quantitative or data science roles, preferably for a consumer-facing service/app, ads monetization, safety etc.
  • Ph.D., M.S. or Bachelors degree in Statistics, Machine Learning, Economics, Econometrics, Computer Science, or other quantitative fields (If M.S. or Bachelors degree, a minimum of 10+ years of industry data science experience required; If PhD degree, a minimum of 6+ years of industry data science experience required)
  • Deep understanding of online experimentation and causal inference. Able to demonstrate application of the statistical underpinnings of experimentation: hypothesis testing, p-values, causal inference, etc.
  • Fluent with statistical analysis, programming languages (e.g., Python/R) and querying relational databases (e.g., SQL)
  • Comfortable in innovative and fast-paced environments, and an innate ability to bias toward action
  • Strong technical communication and demonstrated ability to discuss complex topics with technical and non-technical audiences alike
  • Able to tackle ambiguous and undefined problems
  • Experience with digital advertising and marketplace dynamics is preferred, but not required.
  • Desire to mentor other data scientists and share best practices to elevate the data science practice at Reddit

Responsibilities

  • Elevate the experimentation practice for the Ads org by creating the right processes, templates and tools catered for ads use cases.
  • Lead the experimentation council that approves/guides experiment designs to ensure high-quality and trustworthy experimental results that lead to action.
  • Explore new experiment designs/techniques such as budget split experiments, variance reduction techniques, Bayesian approaches, causal inference methodologies, dosage response studies, staggered experiments etc and apply them successfully for complex experiments on the ads side of the business.
  • Liaise with the centralized experimentation team in building platform features to accelerate ads experimentation.
  • Develop and adopt metrics and statistical methods that help ads product teams better measure their feature areas, as well as the toolset to help experimenters understand the “why” behind what they are seeing in their experiments.
  • Serve as a thought-partner for product managers, engineering managers and leadership from your respective product domain, communicating and shaping the roadmap and strategy for Reddit by identifying actionable and impactful insights through experimentation.

FAQs

What are the key responsibilities of a Staff Data Scientist in Ads Experimentation at Reddit?

The key responsibilities include partnering with product managers, engineers, and data scientists to enhance experimentation capabilities, enabling successful decision-making, developing new techniques in modeling, experimentation, statistical frameworks, and causal inference.

What qualifications are required for the Staff Data Scientist role in Ads Experimentation at Reddit?

The ideal candidate should have a strong background in data science, expertise in statistical analysis and experimentation, experience with causal inference, and the ability to collaborate effectively with cross-functional teams.

What opportunities for growth and development are available for a Staff Data Scientist in Ads Experimentation at Reddit?

As part of the growing Ads Data Science Team, there are opportunities to work on cutting-edge projects, develop new skills in experimentation and modeling, and contribute to impactful decision-making processes within the ads organization. Additionally, there are possibilities for career advancement and leadership roles within the team.

How does the Staff Data Scientist role in Ads Experimentation at Reddit contribute to the overall success of the company?

By partnering with product managers, engineers, and data scientists, the Staff Data Scientist plays a crucial role in improving decision-making processes, product development, and the adoption of new techniques in modeling and experimentation. Through their work, they help drive innovation and growth within the ads organization at Reddit.

Dive into anything.

Technology
Industry
501-1000
Employees
2005
Founded Year

Mission & Purpose

Reddit Inc. is a social media platform and online community that allows users to share, discuss, and discover content across a wide range of topics. Users can post links, text, images, and engage in discussions through comments and voting. Reddit's ultimate mission is to foster meaningful connections and facilitate the exchange of ideas and information among its users. The company's purpose is to create an inclusive and diverse platform that encourages open dialogue, promotes free expression, and empowers individuals to find and share content that is relevant and interesting to them. Reddit aims to be a platform that not only entertains and informs but also encourages users to participate in communities and conversations that align with their interests, passions, and values.