Machine Learning Manager (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Machine Learning Manager (Notifications Relevance): Lead a team of ML engineers building and optimizing notifications relevance systems for push, email, and in-app delivery with an accent on recommender systems, personalization, and user re-engagement. Focus on architecting adaptive systems for candidate retrieval, ranking, budgeting optimization, and deploying large-scale ML models to drive DAU growth and retention.
Location: Remote - United States
Salary: $230,000 - $322,000 USD
Company
is a community of communities built on shared interests with 100,000+ active communities and 121 million daily active unique visitors.
What you will do
- Lead the team architecting and designing notifications relevance systems.
- Guide development of holistic systems for budgeting optimization, candidate retrieval, and ranking.
- Work with ML engineers to design, implement, and optimize machine learning models for personalization and re-engagement.
- Participate in full development cycle: design, develop, QA, experiment, analyze, and deploy.
- Build and maintain a diverse team collaborating across disciplines on complex challenges.
- Serve as thought partner to product and management, aligning plans with company goals and communicating with stakeholders.
- Help engineers set career goals and development plans, pushing them to grow into leaders.
Requirements
- 2+ years building and managing engineering teams
- 5+ years as Machine Learning Engineer or Software Engineer on large-scale ML systems
- Deep understanding of building and deploying large-scale recommender systems (retrieval + ranking) in production
- Hands-on experience with deep learning models, sequential features, and real-time systems
- Experience with distributed training and inference (Ray, PyTorch Distributed, or similar)
- Familiarity with reinforcement learning or multi-objective optimization in recommendation systems
- Entrepreneurial, self-directed, results-oriented in fast-paced environments
- Strong communication for technical and non-technical audiences
- Ability to tackle ambiguous problems
Culture & Benefits
- Comprehensive healthcare benefits and income replacement programs
- 401k with employer match
- Global benefits for workspace, professional development, and caregiving
- Family planning support and gender-affirming care
- Mental health and coaching benefits
- Flexible vacation, paid volunteer time off, and generous paid parental leave
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