高级机器学习经理, 视频排名
Senior Machine Learning Manager, Video Ranking
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 多个活跃的社区,以及大约 1.3 亿名每日活跃的独立访客,Reddit 是互联网上最大的信息来源之一。更多信息,请访问 www.redditinc.com。
我们正在寻找一位经验丰富的高级工程经理,领导我们的媒体排名团队。在这个职位上,你将带领一支高影响力的技术团队,包括机器学习工程师,致力于提升核心产品的相关性、个性化和内容发现。Reddit 正在大力投资,使媒体(视频和音频)成为我们体验的核心组成部分,围绕这些内容展开对话,用户与社区建立联系。你的工作将直接影响超过 1.2 亿名每日用户的个性化体验。
职责:
- 定义技术愿景与策略:为 Feed 相关性定义技术愿景和长期路线图,将前沿的机器学习解决方案与 Reddit 的产品和业务目标对齐。
- 团队领导与发展:指导和支持团队成员的发展,不断寻找机会提升他们的技能和影响力。
- 跨职能合作:与公司各职能部门的合作伙伴协作,识别关键机会,设定期望,并传达你团队的工作成果。
- 技术执行与交付:监督复杂的相关性、发现和内容分发系统的设计、开发和优化。
- 平台与基础设施协作:与平台和基础设施团队合作,规划通往下一代 AI 驱动解决方案的路径。
- 运营卓越:保持系统性能、可靠性和效率的高标准,符合客户需求和负责任的 AI 原则。
- 招聘与成长:与我们出色的招聘团队合作,吸引、面试和聘用多元化且有才华的机器学习工程师,打造世界级的团队。
要求:
- 有领导 ML 团队的经验:5 年以上构建和管理高效 ML 团队的经验。
- 深厚的 ML 专业知识:有大型生产级 ML 系统的实际经验,包括基于 transformer 的架构、序列模型或大型语言模型(LLMs)。
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.
We're looking for an experienced Senior Engineering Manager to lead our Media Ranking teams. In this role, you’ll lead a high-impact team of Machine Learning Engineers dedicated to improving relevance, personalization, and discovery of the core product. Reddit is investing big on making media (video and audio) as the core components of our experience around which conversations happen and users connect with the community. Your work will directly shape the personalized experiences of over 120M+ daily users.
Responsibilities:
- Define Technical Vision & Strategy: Define the technical vision and long-term roadmap for Feed Relevance, aligning cutting-edge ML solutions with Reddit’s product and business objectives.
- Team Leadership & Development: Coach and support the development of your team, constantly seeking opportunities to grow their skills and impact.
- Cross-Functional Partnership: Work with cross-functional partners from across the company to identify key areas of opportunity, set expectations, and communicate your team’s work.
- Technical Execution & Delivery: Oversee the design, development, and optimization of sophisticated relevance, discovery, and content distribution systems.
- Platform & Infrastructure Collaboration: Collaborate with platform and infrastructure teams to chart a path to the next generation of AI-powered solutions for Reddit.
- Operational Excellence: Maintain high standards for system performance, reliability, and efficiency in alignment with customer needs and responsible AI principles.
- Recruiting & Growth: Partner with our incredible recruiting team to attract, interview, and hire diverse and talented machine learning engineers, growing a world-class team.
Qualifications:
- Experience Leading ML Teams: 5+ years of experience building and managing high-performing ML teams.
- Deep ML Expertise: Hands-on experience with large-scale production ML systems, including transformer-based architectures, sequence models, or Large Language Models (LLMs).
- Technical Domain Knowledge: Strong understanding of recommender systems, including candidate retrieval, ranking, value modeling, ecosystem dynamics, and measurement strategies.
- Strategic Thinking: Ability to develop and communicate a clear, compelling technical strategy that supports broader company objectives and addresses the needs of internal customers.
- Impact-Driven Mindset: Passion for developing scalable, well-designed, and responsible AI solutions that drive business value.
- Exceptional Communication & Collaboration: Strong interpersonal skills and a collaborative mindset, with the ability to effectively communicate complex technical topics to diverse audiences and build strong relationships with cross-functional partners.
Benefits:
- Comprehensive Healthcare Benefits and Income Replacement Programs
- 401k with Employer Match
- Global Benefit programs that fit your lifestyle, from workspace to professional development to caregiving support
- Family Planning Support
- Gender-Affirming Care
- Mental Health & Coaching Benefits
- Flexible Vacation & Paid Volunteer Time Off
- Generous Paid Parental Leave
#LI-remote, #LI-JS5
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:
$266,000—$372,400 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.