Staff Machine Learning Systems Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Staff Machine Learning Systems Engineer (AI): Building and optimizing large-scale machine learning models and embeddings platforms for recommendation systems with an accent on deep learning architectures and scalable model design. Focus on designing distributed training systems, optimizing real-time serving for low-latency inference, and guiding the technical ML strategy.
Location: Remote (United States)
Salary: $253,300 - $354,600 USD
Company
Reddit is a massive community platform and one of the internet's largest sources of information, built on shared interests and authentic conversations.
What you will do
- Architect next-generation large-scale ML techniques and define the ML strategy to enhance personalization and recommendation quality.
- Lead research on scalable ML systems and real-time model adaptation to bring cutting-edge advancements into production.
- Develop high-performance distributed training systems that scale across multiple GPUs and cloud environments.
- Optimize real-time serving architectures for large-scale embeddings to ensure low-latency inference and high throughput.
- Collaborate with Feed Ranking, Ads, Content Understanding, and Core ML teams to integrate models into key AI-driven systems.
- Mentor and guide senior and mid-level ML engineers, fostering a culture of excellence and innovation.
Requirements
- 8+ years of experience in ML engineering with a focus on large-scale recommendation or personalization systems.
- Expertise in modern deep learning architectures, including sequence and foundational models.
- Proven ability to design and optimize scalable ML architectures from distributed training to real-time inference.
- Strong software engineering skills in Python, C++, or similar languages.
- Experience with A/B testing, model evaluation frameworks, and real-time feedback loops in production.
- Must be based in the United States
Culture & Benefits
- Comprehensive healthcare benefits and income replacement programs.
- 401k with employer match.
- Flexible vacation and paid volunteer time off.
- Generous paid parental leave and family planning support.
- Mental health, coaching, and gender-affirming care benefits.
- Global benefit programs supporting workspace and professional development.
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