Job Description
### About Reddit
Reddit is a community of communities built on shared interests, passion, and trust. With over 100,000 active communities and approximately 126 million daily active unique visitors, Reddit is one of the largest sources of information on the internet. For more information, visit [redditinc.com](http://www.redditinc.com).
### Role Overview
The GenAI Security team within Reddit’s Security, Privacy, Assurance, and Corporate Engineering organization is focused on protecting Reddit’s GenAI usage across various platforms. We are building zero-trust, defense-in-depth systems to secure and protect Reddit’s AI traffic and GenAI adoption by default.
### Responsibilities
- Develop and improve security-focused ML models for Reddit’s GenAI traffic, including guardrail models, semantic classifiers, and anomaly detection models.
- Own the full machine learning lifecycle: problem definition, data ETL, feature engineering, model training, evaluation, deployment, and monitoring.
- Utilize modern deep learning architectures such as neural networks, transformers, and sequence models.
- Design rigorous evaluation suites for adversarial examples and real production traffic.
- Enhance model precision, recall, latency, and operational reliability for high-impact production surfaces.
- Build repeatable MLOps workflows, including training pipelines and model lineage.
- Collaborate closely with various teams to integrate security models into production workflows.
### Qualifications
- Proven experience in machine learning and model development.
- Strong understanding of deep learning architectures and MLOps practices.
- Ability to work pragmatically with evolving ML platforms and infrastructure.