Staff Machine Learning Engineer
MadhiveSalary not specified
- Full Time
- Expert & Leadership (9+ years)
Not SpecifiedCompensation
Junior (1 to 2 years), Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Advertising, Information Retrieval, Recommendation SystemsIndustries
Requirements
Candidates must possess at least two years of engineering management experience, leading Machine Learning or related technical teams, and a minimum of six years of experience with large-scale Machine Learning, ideally in information retrieval, recommendation systems, or advertising. They should also have at least four years of hands-on experience with Machine Learning frameworks such as TensorFlow or PyTorch, along with proven experience deploying ML models to production and measuring their performance using both technical and business metrics. Familiarity with advertising ecosystems and marketplace dynamics is considered a significant advantage.
Responsibilities
The Machine Learning Manager will set a technical vision and strategy for ads retrieval, overseeing the end-to-end ML model development process, mentoring and growing a team of ML talent, collaborating with cross-functional teams, and continuously improving model quality, system reliability, and operational excellence. They will also guide the team in balancing innovation, efficiency, and business impact while ensuring the retrieval systems are robust and scalable.
Skills
Machine Learning
Large-scale ML
Information Retrieval
Recommendation Systems
Advertising
TensorFlow
PyTorch
Model Deployment
System Scalability
Leadership
Team Management
Cross-Functional Collaboration
Online platform for community discussions and content
About Reddit
Reddit is an online platform that allows users to post, vote, and comment on content within various communities based on shared interests. Users can engage in discussions on a wide range of topics, from news and sports to entertainment and hobbies. The platform features a unique voting system where content can receive upvotes or downvotes, helping the most popular posts gain visibility. Reddit generates revenue primarily through advertising, premium memberships, and the sale of virtual goods like Reddit Coins. Unlike many other social media platforms, Reddit emphasizes community-driven content and discussions, creating a space for authentic interactions among users. The goal of Reddit is to foster engagement and connection among its diverse user base.
Key Metrics
San Francisco, CaliforniaHeadquarters
2005Year Founded
$1,177.1MTotal Funding
IPOCompany Stage
Consumer Software, EntertainmentIndustries
1,001-5,000Employees