Job details

Data Scientist

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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++

$110 - $110 an hour

Average salary estimate

$228800 / YEARLY (est.)

min

max

$228800K

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What You Should Know About Data Scientist, Pison Technology

Are you ready to dive into the exciting world of data and algorithms at Pison Technology? We are on the lookout for a passionate Data Scientist to join our Algorithms and Machine Learning team right here in Boston, MA. As a Data Scientist, you'll play a key role in supporting cutting-edge machine learning research and development. Your day-to-day will involve everything from data collection and signal processing to in-depth data analysis and model research. You're not just a number cruncher; you'll actively contribute to developing Pison’s production inference pipeline, helping to deploy and optimize machine learning models that predict real-time performance. Your insight will drive the development of state-of-the-art algorithms for predicting neurological insights, classifying sports activities, and recognizing gestures using IMU and biopotential sensor data. With a solid foundation in Python and experience in ML/AI frameworks like TensorFlow or PyTorch, you’ll be able to evaluate different algorithms and models effectively. At Pison, we also value collaboration; you'll have the chance to mentor junior colleagues while participating in dynamic code reviews. If you're excited to make impactful contributions and thrive in a collaborative environment focused on machine learning advancements, we want to hear from you!

Frequently Asked Questions (FAQs) for Data Scientist Role at Pison Technology

What are the responsibilities of a Data Scientist at Pison Technology?

As a Data Scientist at Pison Technology, your primary responsibilities will encompass supporting machine learning research, data collection, signal processing, and the creation and evaluation of algorithms. You'll collaborate closely with machine learning engineers to develop, deploy, and optimize models for real-time performance predictions, focusing on neurological insights, sports activity classification, and gesture classification.