Reddit2 дня назад
Machine Learning Manager, Feed Ecosystems
Зарплата не указана
Remote - United States
Обязанности
- 01Define the technical vision and long-term roadmap for Feed Ecosystems, aligning recommender-system investments with Reddit’s goals around user growth, contribution, community health, and high-quality discovery
- 02Coach and support the development of your team, constantly seeking opportunities to grow their skills and impact
- 03Work closely with product, design, data science, safety, community, ads, and platform partners to identify opportunities, set expectations, and communicate your team’s work
- 04Oversee the design, development, and optimization of ML systems that improve cold-start relevance, new post and community distribution, community discovery, and feed quality
- 05Help define and operationalize signals for subjective and objective quality, ensuring Feed systems optimize not only for engagement, but also for user value, community health, contribution, and long-term ecosystem outcomes
- 06Collaborate with platform and infrastructure teams to build scalable AI-powered systems that support discovery, personalization, and healthy content distribution across Reddit
- 07Maintain high standards for system performance, reliability, efficiency, and responsible AI practices in alignment with user needs and ecosystem health
- 08Partner with our recruiting team to attract, interview, and hire diverse and talented machine learning engineers, growing a world-class team
Требования
- 012+ years of experience building and managing high-performing ML or recommender-systems teams
- 02Hands-on experience with large-scale production ML systems, ideally including recommender systems, personalization, cold-start modeling, content understanding, or LLM-powered recommendation applications
- 03Strong understanding of recommender systems, including candidate retrieval, ranking, value modeling, ecosystem dynamics, and measurement strategies
- 04Ability to develop and communicate a clear, compelling technical strategy across ambiguous problem spaces, balancing user relevance, community growth, content quality, safety, and business impact
- 05Passion for developing scalable, well-designed, and responsible AI systems that improve user value while supporting a healthy and sustainable content ecosystem
- 06Strong 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
Условия
- 01Comprehensive Healthcare Benefits and Income Replacement Programs
- 02401k with Employer Match
- 03Global Benefit programs that fit your lifestyle, from workspace to professional development to caregiving support
- 04Family Planning Support
- 05Gender-Affirming Care
- 06Mental Health & Coaching Benefits
- 07Flexible Vacation & Paid Volunteer Time Off
- 08Generous Paid Parental Leave
- 09Base salary range: $253,300 — $354,600 USD
- 10Eligible to receive equity in the form of restricted stock units
- 11May be eligible to receive a commission
- 12Remote work option indicated