Performance Analysis Engineer
Core
Evaluating AI inference runtime characteristics and system behavior on edge devices to guide future edge AI technologies.
Role type
Performance Analysis Engineer (Edge AI)
Builds
Data-driven analysis and insights for CPU, GPU, and NPU-class architectures
Domain
Edge AI, Heterogeneous Compute, System Performance
Deliverable
production ML models
Required skills
Python, C++, AI inference workload analysis, heterogeneous compute architecture evaluation, data-driven analysis
Preferred skills
curiosity about software-hardware interaction, interest in next-generation device inference
Technologies
Python, C++, inference runtimes, toolchains, deployment frameworks
Responsibilities
Investigate AI inference workloads on real-world use cases, develop evaluation and analysis workflows, evaluate inference runtimes and deployment frameworks across architectures, share insights with technical and non-technical audiences
Seniority
Individual Contributor