RedditНовая17 часов назад
Staff Machine Learning Infrastructure Engineer, Embedding Platform
21 108–29 550 ₽в месяц · до вычета
РЫНОК
15 450 ₽медиана по профессии
Data Scientist · 36 вакансий с указанной зарплатой
7 333половина предложений: 12 500–20 277150 000
Выше рынка · выше 78% предложений
Remote - United States
Обязанности
- 01Architect and lead the development of next-generation, large-scale machine learning techniques
- 02Define and execute the ML strategy, identifying opportunities to enhance personalization and recommendation quality across Reddit
- 03Lead research initiatives on scalable machine learning systems and real-time model adaptation, bringing cutting-edge advancements into production
- 04Partner with ML infrastructure teams to build high-performance, distributed training systems that efficiently scale across multiple GPUs and cloud environments
- 05Establish and optimize real-time serving architectures for large-scale embeddings, ensuring low-latency inference and high throughput
- 06Collaborate cross-functionally with teams in Feed Ranking, Ads, Content Understanding, and Core ML to integrate ML models into Reddit’s key AI-driven systems
- 07Mentor and guide senior and mid-level ML engineers, fostering a culture of excellence, innovation, and knowledge sharing
- 08Stay at the forefront of AI research, evaluating and introducing new modeling paradigms to keep Reddit’s ML ecosystem cutting-edge
- 09Drive technical discussions, present findings to leadership, and contribute to long-term ML planning and decision-making
Требования
- 018+ years of experience in machine learning engineering, with a strong focus on large-scale ML systems and recommendation or personalization systems
- 02Expertise in modern deep learning architectures, including sequence models and foundational models
- 03Deep understanding of complex multi-entity relationships in machine learning applications and how they are modeled in large-scale systems
- 04Proven ability to design, implement, and optimize scalable ML architectures, from distributed training to real-time inference
- 05Strong software engineering skills in Python, C++, or similar languages, with experience in ML infrastructure, high-performance computing, and cloud-based ML pipelines
- 06Demonstrated leadership in driving ML strategy, mentoring engineers, and influencing cross-functional teams
- 07Experience with A/B testing, model evaluation frameworks, and real-time feedback loops in large-scale production systems
- 08Excellent communication skills, with the ability to effectively present complex ML concepts to technical and non-technical stakeholders
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
- 09Pay Transparency: This job posting may span more than one career level. In addition to base salary, this job is eligible to receive equity in the form of restricted stock units, and depending on the position offered, it may also be eligible to receive a commission
- 10Additionally, Reddit offers a wide range of benefits to U.S.-based employees, including medical, dental, and vision insurance, 401(k) program with employer match, generous time off for vacation, and parental leave