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Inference Edge Compute

🔥 Tier 2
Category
Tech
Salary Impact
+$20–35k
Complexity
Medium
Used in
All careers

Edge inference is executing machine learning models on edge devices or servers close to users, not in cloud data centers. This includes smartphones, IoT devices, Cloudflare Workers, and regional servers. Key technologies: ONNX (model format), TensorFlow Lite (mobile), WebAssembly (browser), and specialized runtimes.