资深机器学习工程师,推荐相关性
Senior Staff Machine Learning Engineer, Feed Relevance
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 10 万个以上的活跃社区,以及约 1.3 亿的每日活跃独立访客,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。
作为高级资深机器学习工程师,推荐内容相关性,您将推动基于 GenAI 的推荐系统开发,利用 Reddit 独特的社区环境、丰富的对话数据和动态的互动模式。您的建模专业知识将直接影响 feed 排名的核心架构,为数千万用户提供突破性的个性化体验。
职责:
- 承擔對公司有重大影響的技術項目
- 為 Reddit 更廣泛的相關性和 Feed 語隊設定技術方向,能夠識別機會並在多個組織之間影響策略
- 與管理團隊一起設定目標、規劃和降低關鍵項目的風險
- 指導和培養高級和資深工程師
- 建立強大健康的工程文化
資格:
- 在相關產品系統開發方面有 10 年以上行業經驗
- 在相關性、推薦和機器學習系統方面是領域專家;能夠解決其他人很少能解決的複雜問題
- 深入理解如何在大型工程組織中建立可持續的軟體系統
- 有影響組織在技術方向/最佳實踐方面的經驗
- 有與跨功能團隊(如設計、產品、業務和數據團隊)合作的經驗,以提供優秀的體驗
- 強調用戶體驗、易用性、可擴展性、可靠性與品質。您是用戶的堅定倡導者,對人們和機器在規模上如何與軟體互動有深刻的直覺
- 高同理心,優秀的溝通技巧,能在整個工程團隊中找到妥協方案
福利:
- 全面的醫療保險和收入替代計劃
- 401k 並有雇主匹配
- 適合您生活方式的全球福利計劃,從辦公空間到職業發展再到照顧者支持
- 家庭計劃支持
- 性別肯定護理
- 心理健康與指導福利
- 弹性工作制
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.
As a Senior Staff Machine Learning Engineer, Feed Relevance, you'll drive the development of GenAI-powered recommendations, leveraging Reddit’s unique community landscape, rich conversational data, and dynamic engagement patterns. Your deep modeling expertise will directly shape the core architectures behind feed ranking, enabling breakthrough personalization for tens of millions of users.
Responsibilities:
- Deliver on technical initiatives that have significant company-wide impact
- Set technical direction for the broader Relevance and Feeds teams at Reddit, able to identify opportunities and influence strategy across multiple orgs
- Work with management on goal setting, planning, and de-risking critical projects
- Mentor and grow Senior and Staff engineers
- Create a strong healthy engineering culture
Qualifications:
- 10+ years of industry experience building systems for relevance driven products
- Subject matter expert in relevance, recommendation, and ML systems; able to solve complex problems in these domains that few others can
- Deep understanding of how to build sustainable software systems at a large scale engineering organization
- Experience in influencing organizations on technical direction/best practices
- Experience working with cross-functional teams such as design, product, business & data teams to deliver great experiences.
- Strong focus on user experience, usability, scalability, reliability and quality. You are an undying advocate for the user, and you have a deep intuition for how people & machines interact with software at scale.
- High empathy, excellent communication skills, and the ability to find compromise working across the entire engineering org.
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.