Job Location: Remote
Piper Companies is seeking a Senior Data Scientist to support machine learning research and development through data collection, signal processing, data mining/analysis, and model research. The Senior Data Scientist will collect/gather data used for training/tuning models and for performing benchmarking tests on these models to predict real-time performance.
Responsibilities of the Senior Data Scientist include:
- Research for state-of-the-art gesture classification algorithms using IMU and biopotential sensor data with conventional ML and deep learning AI techniques
- Develop code and tools in Python to test and characterize performance and limitations of different gesture classification models
- Perform data mining and data characterization to generate metrics and methods for evaluating performance of the real-time gesture inference pipeline
- Collaborate with research, cloud, firmware, and software teams to progress research and aid model deployment
Qualifications for the Senior Data Scientist include:
- BS in CS or a related quantitative field. A master or Ph.D. is highly preferred
- 4+ years of industrial experience
- Deep understanding and experience with ML/AI, deep learning algorithms and development (CNN, TCN, RNN, GAN, Transformer, Transfer Learning, Novelty Detection, etc)
- Advanced Python coding skills
- Experience with one or more machine learning frameworks such as Tensorflow and/or PyTorch
- Knowledge of EMG, EEG, ECG, IMU, CV algorithms
Compensation for the Senior Data Scientist include:
- Salary Range: $155,000-170,000 base salary
- Benefits:
- 100% Health, Dental, Vision
- 401K w/matching
- PTO, Federal Holidays
- Equity/Stock Option/Annual Bonus
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