Senior Machine Learning Manager, Video Ranking
RedditSocial Media company
Remote$266,000 - $372,400 USDManager
Fidelity Investments
Andreessen Horowitz
Sequoia Capital
Coatue
Vy Capital
Sam Altman
Data & AI
About the role
TL;DR
Lead ML teams to enhance video ranking, personalization, and discovery for millions of users.
- •Reddit is seeking an experienced Senior Engineering Manager to lead its Media Ranking teams.
- •This role will focus on improving the relevance, personalization, and discovery of core product features, with a significant investment in video and audio content.
- •Key Responsibilities Define the technical vision and long-term roadmap for Feed Relevance, aligning ML solutions with business objectives.
- •Coach and support the development of ML engineers, fostering skill growth and impact.
- •Collaborate with cross-functional partners to identify opportunities and communicate team progress.
- •Oversee the design, development, and optimization of sophisticated relevance and content distribution systems.
- •Requirements 5+ years of experience building and managing high-performing ML teams.
- •Hands-on experience with large-scale production ML systems, including transformer-based architectures, sequence models, or LLMs.
- •Strong understanding of recommender systems, including candidate retrieval, ranking, and measurement strategies.
- •Ability to develop and communicate a clear, compelling technical strategy.
Required skills
Engineering ManagementLLMsNLPComputer VisionPythonTensorFlowPyTorchscikit-learnAWSGoogle CloudAzure
Nice-to-have skills
MLflowKubeflowSageMakerVertex AI
Domain expertise
mediaai
Benefits & perks
Comprehensive Healthcare Benefits and Income Replacement Programs, 401k with Employer Match, Global Benefit programs, Family Planning Support, Gender-Affirming Care, Mental Health & Coaching Benefits, Flexible Vacation & Paid Volunteer Time Off, Generous Paid Parental Leave
Tech stack
PythonTensorFlowPyTorchscikit-learnKerasComputer VisionNLPLLMsMLflowKubeflowSageMakerVertex AIAWSGoogle CloudAzureGit