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AI Systems Engineer
Perplexity
Active - posted 15 days ago
On-site
England
Senior
AI
Job Description
Key Responsibilities:
We are looking for an AI Systems Engineer to join our growing team. Our current stack is Python, Rust, C++, PyTorch, Triton, CUDA, Kubernetes. You will have the opportunity to work on large-scale deployment of machine learning models for real-time inference.
- Develop robust APIs for AI inference used by both internal and external customers
- Design, deploy, and maintain scalable, reliable infrastructure for deploying machine learning models
- Benchmark system performance, diagnose bottlenecks, and implement improvements across the inference stack
- Enhance system reliability and observability by integrating modern monitoring and alerting tools
- Respond swiftly to system outages and collaborate across teams to maintain high uptime and performance
Requirements:
- Experience in developing APIs and managing distributed systems
- Strong understanding of Kubernetes and container orchestration
- Experience with deploying reliable, distributed, real-time systems at scale
- High level familiarity with LLM architecture, and the key pieces (Multi-Head, Multi/Grouped-Query, as well as common Layers)