Senior RF Machine Learning Engineer
Tasks
- Build dataset curation pipelines with AIS correlated ground truth labeling
- Build interface between DSP feature outputs and model inputs
- Define pre processing normalization and feature extraction for model inputs
- Design train and deploy machine learning models for RF signal detection and classification
- Develop model evaluation frameworks and benchmarking harnesses
- Document model architecture training methodology dataset provenance and validation results
- Generate synthetic RF data and apply augmentation strategies
- Optimize models and inference workflows for edge compute deployment
Perks/Benefits
Skills/Tech-stack
Benchmarking | Data Augmentation | Dataset curation | Deep learning | Edge Computing | Feature extraction | IQ Data | Machine Learning | Model Distillation | Model Pruning | Model Quantization | PyTorch | Python | RF Signal | RF Signal Processing | Signal Processing | Spectral Analysis | Temporal synchronization | TensorFlow | Time Series | TorchSig
Education
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