Edge AI Engineer
Tasks
- Apply quantization pruning and distillation to meet edge constraints
- Build cross platform inference runtimes
- Build privacy respecting telemetry pipelines
- Collaborate with hardware, firmware, and product teams
- Design edge AI solutions for mobile and embedded hardware
- Design hybrid edge cloud architectures
- Develop benchmarking suites for accuracy latency and energy
- Evaluate responsible AI privacy and bias
- Implement on device model update versioning and rollback
- Implement secure execution model protection and integrity verification
- Maintain technical documentation architecture diagrams and runbooks
- Optimize models for accelerator backends
- Stay current with edge AI hardware and software updates
- Tune latency energy efficiency and memory usage
Perks/Benefits
Skills/Tech-stack
Bias Evaluation | C++ | Core ML | Edge Computing | Edge inference | Energy Efficiency | Federated Learning | Knowledge Distillation | Latency optimization | Machine Learning | Memory Optimization | Model Compression | Model Deployment | ONNX | ONNX Runtime | Performance Profiling | Privacy | Pruning | Python | Quantization | Security | Telemetry pipelines | TensorFlow Lite
Education
Roles
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