Edge AI Engineer
Tasks
- Apply model compression techniques
- Build edge inference runtimes
- Build telemetry pipelines
- Design Edge AI solutions
- Design hybrid edge cloud architectures
- Develop benchmarking suites
- Drive responsible AI privacy and bias evaluation
- Implement on device model update versioning rollback
- Implement secure execution paths model protection and integrity verification
- Maintain technical documentation
- Optimize model performance for latency energy efficiency and memory
- Optimize models for accelerator backends
Perks/Benefits
- N/A
Skills/Tech-stack
C++ | Core ML | DSP | Edge inference | Energy optimization | Federated Learning | Knowledge Distillation | Latency optimization | Machine Learning | Mobile GPU | Model Compression | Model profiling | NPU | ONNX Runtime | Privacy & Security | Pruning | Python | Quantization | TensorFlow Lite
Education
Roles
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