Data Scientist

Job Summary:

As a member of the Algorithms and Machine Learning team at Pison Technology, the Data Scientist will support machine learning research and development through data collection, signal processing, data mining/analysis, and model research. Additionally, the Data Scientist will work with machine learning engineers in Pison’s production inference pipeline development, deployment, and optimization. The Data Scientist will not only collect/gather data used for training/tuning models and for performing benchmarking tests on these models to predict real-time performance, but will also have the opportunities to participate in these experiments.

Duties/Responsibilities:

• Research for state-of-the-art neurological insights prediction, sports activity classification, and gesture classification algorithms using IMU and biopotential sensor data with conventional ML and deep learning AI techniques
• Use code and tools in Python to test and characterize performance and limitations of different neurological insights prediction, sports activity classification, and gesture classification models
• Perform data mining and data characterization to generate metrics and methods for evaluating performance the different algorithms and models
• Contribute to code reviews and mentoring of junior level team members

Skills/Abilities:

• BS in CS or a related quantitative field.
• 1+ years of industrial experience
• Understanding and experience with ML/AI, deep learning algorithms and development (CNN, TCN, RNN, GAN, Transformer, Transfer Learning, Contrastive Learning, Novelty Detection, etc.)
• Knowledge of math, statistics, multivariate analysis, statistical tests
• Python coding skills
• Experience with one or more machine learning frameworks such as TensorFlow and/or PyTorch
• Understanding of numerical implementations
• Understanding of cloud computingK
• nowledge of data queryingknowledge of EMG, EEG, ECG, IMU, CV algorithms
• Experience with C++