about 10 hours ago
Base Salary
$253k - $355k/yr
Responsibilities
- Architect and lead the development of next-generation, large-scale machine learning techniques.
- Define and execute the ML strategy to enhance personalization and recommendation quality.
- Lead research initiatives on scalable machine learning systems and real-time model adaptation.
- Partner with ML infrastructure teams to build high-performance, distributed training systems.
- Establish and optimize real-time serving architectures for large-scale embeddings.
- Collaborate with cross-functional teams to integrate ML models into Reddit’s AI-driven systems.
- Mentor and guide senior and mid-level ML engineers.
- Stay updated on AI research and introduce new modeling paradigms.
- Drive technical discussions and contribute to long-term ML planning.
Requirements
- 8+ years of experience in machine learning engineering with a focus on large-scale ML systems.
- Expertise in modern deep learning architectures, including sequence models and foundational models.
- Deep understanding of complex multi-entity relationships in machine learning applications.
- Proven ability to design and optimize scalable ML architectures.
- Strong software engineering skills in Python, C++, or similar languages.
- Demonstrated leadership in driving ML strategy and mentoring engineers.
- Experience with A/B testing and model evaluation frameworks.
- Excellent communication skills for presenting complex ML concepts.
Benefits
- Comprehensive Healthcare Benefits and Income Replacement Programs.
- 401k with Employer Match.
- Global Benefit programs that fit your lifestyle.
- Family Planning Support.
- Gender-Affirming Care.
- Mental Health & Coaching Benefits.
- Flexible Vacation & Paid Volunteer Time Off.
- Generous Paid Parental Leave.