出海雷达

数据科学总监

Senior Director, Data Science

其他限定地区(需当地身份)
公司Reddit
薪资未公开
工作地点Remote - United States
地域资格限定地区(需当地身份)
时区要求无特别要求
用工类型未标注
发布时间22 天前
数据来源Greenhouse
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注意地域限制:该职位明确限定在 Remote - United States 招聘。如果你是位于中国大陆的求职者,通常需要当地工作身份才能投递,或需与雇主确认是否接受独立合同(Contractor)形式合作。

Reddit 是一个由社区组成的社区。它建立在共同的兴趣、热情和信任之上,是互联网上最开放和真实的对话场所。每天,Reddit 用户提交、投票并评论他们最关心的话题。拥有 100,000 多个活跃社区,以及约 1.3 亿日活跃独立访客,Reddit 是互联网上最大的信息来源之一。如需更多信息,请访问 www.redditinc.com。

Reddit 正在寻找一位高级消费者数据科学总监,领导一个跨消费者、产品、工程和整个业务部门合作的多团队组织。您将制定消费者数据科学的战略和运营模式,加强使科学产出可靠、可操作和可扩展的系统和标准,并通过度量、实验、因果推断和机器学习指导高影响力决策。

这位领导者将帮助定义 Reddit 如何衡量和提升用户旅程中的相关性——从检索和排序到信息流、搜索、推荐和社区发现,并将塑造长期推进这些系统的组织能力。因此,该职位需要具备评估架构和分析投资的技术深度,指导最先进的机器学习系统改进,并具备领导力来协调高级管理层在困难权衡上的共识。

您将负责

  • 与消费者、产品、工程和业务职能的高级领导合作,定义公司层面的押注、优先事项和权衡。
  • 制定 Reddit 信息流、推荐、搜索、检索和排序系统的数据科学战略,包括目标设计、候选生成、排序质量、相关性评估、实验和长期优化。
  • 建立相关性优化的度量和实验框架,包括离线评估、在线实验、反事实分析、防护指标、指标完整性,以及模型改进与用户和社区结果之间的联系。
  • 将复杂的用户和社区行为转化为清晰、公正的洞察,以改善产品策略和用户成果。
  • 在大规模上建立度量、实验、因果推断、可复现性、隐私、负责任的 AI 使用和自助度量的持久标准。
  • 构建多团队路线图、运营节奏和明确的责任分工,将协作转化为实际成果
查看英文原文

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 130 million daily active unique visitors, Reddit is one of the internet’s largest sources of information. For more information, visit www.redditinc.com.

Reddit is seeking a Senior Director of Consumer Data Science to lead a multi-team organization that partners across Consumer, Product, Engineering, and the broader business. You will set the strategy and operating model for consumer data science, strengthen the systems and standards that make scientific outputs reliable, actionable, and scalable, and guide high-impact decisions through measurement, experimentation, causal inference, and ML.

This leader will help define how Reddit measures and improves relevance across the consumer journey—from retrieval and ranking to feed, search, recommendations, and community discovery—and will shape the organizational capabilities required to advance these systems over the long term. Accordingly, the role requires the technical depth to evaluate architecture and analytical investments, guide state-of-the-art ML system improvements, and the leadership presence to align senior leaders around difficult tradeoffs.

What you’ll do

  • Partner with senior leaders across Consumer, Product, Engineering, and business functions to define company-level bets, priorities, and tradeoffs.
  • Set the data science strategy for Reddit’s feed, recommendation, search, retrieval, and ranking systems, including objective design, candidate generation, ranking quality, relevance evaluation, experimentation, and long-term optimization.
  • Establish the measurement and experimentation framework for relevance optimization, including offline evaluation, online experimentation, counterfactual analysis, guardrail metrics, metric integrity, and the connection between model improvements and consumer and community outcomes.
  • Translate complex user and community behavior into clear, impartial insights that improve product strategy and consumer outcomes.
  • Establish durable standards for measurement, experimentation, causal inference, reproducibility, privacy, responsible AI use, and self-serve measurement, at scale.
  • Build multi-team roadmaps, operating cadences, and clear accountability that turn company direction into durable delivery.
  • Exercise strong technical judgment across architecture choices, analytical systems, hiring, and sponsorship of high-leverage programs.
  • Build or rebuild systems and practices that make analytical work reliable, adoptable, and scalable rather than dependent on individual heroics.
  • Recruit, retain, and develop exceptional Directors, managers, and IC5+ leaders across multiple teams or pillars.
  • Set a high talent bar through succession planning, calibration, and clear expectations for coaching, performance, accountability, and growth.
  • Create durable cross-org forums and operating mechanisms that improve coordination, culture, and decision quality.
  • Align senior product, engineering, and business leaders on measurement strategy, difficult tradeoffs, and decisions with material multi-year impact.
  • Represent Reddit externally and internally as an acknowledged thought leader and visible culture shaper for rigor.
  • Partner with teams advancing ML and analytical systems that deepen understanding of Reddit’s UGC and community ecosystem.

Skills and Qualifications

  • Deep data science expertise in measurement, experimentation, causal inference, ML, data platforms, and analytical systems, with the technical judgment to set company-scale standards.
  • Experience in UGC or community ecosystems and a strong point of view on how data science can improve consumer experiences while protecting analytical quality, privacy, and responsible AI practices.
  • Proven ability to connect model and system improvements to consumer value, content quality, trust, diversity, healthy participation, and long-term business outcomes—not only short-term engagement metrics.
  • Senior leadership experience leading multi-team or multi-pillar organizations and delivering attributable business impact through durable roadmaps, operating mechanisms, and long-range bets.
  • Proven organization builder with a track record of recruiting and retaining exceptional senior leaders, developing Directors and managers, and creating a healthy, high-trust leadership bench.
  • Exceptional communication and influence with experience aligning senior product, engineering, and business leaders; resolving conflict; and communicating uncertainty, risks, and tradeoffs with intellectual honesty.

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:
$317,000—$443,800 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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RedditRemote - United States昨天
开发工程限定地区(需当地身份)

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