Edge AI Engineer
United States - Remote
R
USD 141K-200K (estimate) Senior-level Full Time
Tasks
- Apply quantization pruning distillation
- Build cross platform inference runtimes
- Build privacy preserving telemetry pipelines
- Conduct responsible AI privacy and bias evaluation
- Design Edge AI solutions
- Design hybrid edge cloud architectures
- Develop benchmarking suites
- Implement on device model update versioning rollback
- Implement secure execution paths model protection integrity verification
- Maintain technical documentation runbooks architecture diagrams
- Optimize machine learning models for edge constraints
- Optimize models for accelerator backends
- Tune model latency energy efficiency memory
Perks/Benefits
- N/A
Skills/Tech-stack
Benchmarking | C++ | Core ML | Digital Signal | Digital Signal Processor | Edge Computing | Embedded Systems | Energy Efficiency | Federated Learning | Integrity verification | Knowledge Distillation | Latency optimization | Machine Learning | Mobile SoCs | Model Compression | Model Deployment | Model Integrity | Model Integrity Verification | Model Pruning | Model Quantization | Neural Processing Unit | Neural processing | ONNX Runtime | Performance Profiling | Privacy-preserving | Privacy-preserving machine learning | Python | Secure execution | Security | TensorFlow Lite
Education
Roles
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