Staff Machine Learning Systems Engineer, Embeddings Platform
New
R
RedditMachine Learning
Remote - United StatesFull-TimeStaff
Salary253,300 - 354,600 USD per year
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Job Details
- Experience
- 8+ years of experience in machine learning engineering
- Required Skills
- PythonCloud ComputingMachine LearningC++A/B testingDeep LearningDistributed Systems
Requirements
- 8+ years of experience in machine learning engineering.
- Expertise in modern deep learning architectures, including sequence models and foundational models.
- Understanding of complex multi-entity relationships in machine learning applications.
- Ability to design, implement, and optimize scalable ML architectures, from distributed training to real-time inference.
- Strong software engineering skills in Python, C++, or similar languages.
- Experience in ML infrastructure, high-performance computing, and cloud-based ML pipelines.
- Demonstrated leadership in driving ML strategy and mentoring engineers.
- Experience with A/B testing, model evaluation frameworks, and real-time feedback loops.
Responsibilities
- Architect and lead the development of next-generation, large-scale machine learning techniques.
- Define and execute the ML strategy, identifying opportunities to enhance personalization and recommendation quality across Reddit.
- 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 cross-functionally with teams in Feed Ranking, Ads, Content Understanding, and Core ML.
- Mentor and guide senior and mid-level ML engineers.
- Stay at the forefront of AI research, evaluating and introducing new modeling paradigms.
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