Senior Machine Learning Manager, Video Ranking
Required skills
- Machine Learning Engineers
- Feed Relevance
- Media Ranking
- transformer-based architectures
- sequence models
- recommender systems
- candidate retrieval
- ranking
- value modeling
- ecosystem dynamics
Nice to have
- video
- audio
- personalization
- discovery
- content distribution systems
Role summary
Reddit is seeking a Senior Engineering Manager to lead its Media Ranking teams, focusing on Machine Learning Engineers who enhance relevance, personalization, and discovery for video and audio content. This role is crucial for shaping the personalized experiences of over 120 million daily users. Responsibilities include defining technical vision and strategy, leading and developing the team, collaborating cross-functionally, overseeing technical execution of ML systems, working with platform teams on AI solutions, ensuring operational excellence, and driving recruitment efforts. The ideal candidate has 5+ years of experience managing ML teams and deep expertise in large-scale production ML systems, recommender systems, and strategic thinking.
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:
Qualifications:
Benefits:
#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 USDIn 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.
Sample Reddit interview questions
- 1
Design a system for real-time recommendation engine.
system designmedium - 2
Design a system for real-time fraud detection in financial transactions.
system designmedium - 3
Design a scalable load balancer for distributed systems.
system designmedium - 4
Explain the system components that make typing indicators and read receipts work across a distributed network
system designmedium - 5
Build a distributed logging service for large-scale systems.
system designmedium
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