Senior Staff Machine Learning Engineer
Core
Define and lead the vision, strategy, and architecture for Reddit's large-scale Generative AI Platform, enabling teams to build, deploy, and scale GenAI products reliably.
Role type
Senior Staff IC Machine Learning Platform Engineer (GenAI)
Builds
Unified LLM Gateway, enterprise-grade RAG systems, agentic AI workflows, and LLMOps standards across CI/CD and lifecycle management.
Domain
Internet / Generative AI / Cloud Infrastructure
Deliverable
production ML models | infrastructure
Required skills
Technical strategy definition, Kubernetes orchestration, cloud platform engineering, MLOps/LLMOps standards, observability, scalability design, API design, failover mechanisms, rate/token limit management.
Preferred skills
Model serving, inference pipelines, agentic AI patterns, tool-use patterns.
Technologies
Kubernetes, AWS, Google Cloud Storage, Terraform, Go, Python.
Responsibilities
Lead the vision and roadmap for the GenAI Platform; design and implement the LLM Gateway; drive MLOps and LLMOps standards; define best practices for observability and governance; partner with engineering and product teams to align platform investments.
Seniority
Senior Staff, hands-on IC with strategic leadership