Senior Data Scientist, Pison

$120-160k

Python
Tensorflow
C++
PyTorch
Senior level
Boston

3+ days a week in office

Pison

AI powered neural intent platform

Open for applications

Pison

AI powered neural intent platform

21-100 employees

HealthcareB2CArtificial IntelligenceEnterpriseAugmented RealityMachine LearningWellbeing

Open for applications

$120-160k

Python
Tensorflow
C++
PyTorch
Senior level
Boston

3+ days a week in office

21-100 employees

HealthcareB2CArtificial IntelligenceEnterpriseAugmented RealityMachine LearningWellbeing

Company mission

To translate data generated by the body's natural physiological electricity into machine-interpretable events.

Role

Who you are

  • BS in CS or a related quantitative field. A master or Ph.D. is highly preferred
  • 5+ years of industrial experience (relevant research experience for master/Ph.D. may be counted as industrial experience)
  • Deep understanding and experience with ML/AI, deep learning algorithms and development (CNN, TCN, RNN, GAN, Transformer, Transfer Learning, Contrastive Learning, Novelty Detection, etc.)
  • Advanced knowledge of math, statistics, multivariate analysis, statistical tests
  • Advanced Python coding skills
  • Experience with one or more machine learning frameworks such as TensorFlow and/or PyTorch
  • Understanding of numerical implementations
  • Understanding of cloud computing
  • Knowledge of data querying
  • Knowledge of EMG, EEG, ECG, IMU, CV algorithms
  • Experience with C++

What the job involves

  • Research for state-of-the-art neurological insights prediction and 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 neurological insights prediction and gesture classification models
  • Perform data mining and data characterization to generate metrics and methods for evaluating performance of the real-time neurological insights prediction and gesture inference pipeline of the Pison gesture platform
  • Collaborate with research, cloud, firmware, and software teams to progress research and aid model deployment
  • Help processing and cleanup of collected sensor data taken with Pison gesture platforms
  • Contribute to code reviews and mentoring of junior level team members

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Insights

5% employee growth in 12 months

Company

Company benefits

  • Company Retirement Plan
  • Comprehensive Health & Dental Insurance
  • Unlimited PTO
  • Hybrid Workspace
  • Commuter Benefit
  • Summer Fridays

Funding (last 2 of 4 rounds)

Jun 2022

$0.5m

GRANT

Mar 2021

$7m

SERIES A

Total funding: $7.9m

Our take

Born from the personal frustration felt by co-founder Dexter Ang, whose mother suffered from ALS, Pison was created to help improve the quality of life for patients who lose the ability to speak, write, and gesture while battling the nervous system disease.

The company provides technology that allows ALS patients to interact with wearable devices and control the physical world through thinking alone. With development partners including Google, Microsoft, and Samsung, the system captures neuromuscular signals on the surface of the skin and combines them with machine learning and AI to interpret how people intend to move their hands.

Pison has raised money both through grants and traditional investment rounds, closing its Series A in 2021. This funding is being used to develop multiple market-ready products including wearables and data analysis platforms for non-medical purposes, and to increase the company’s headcount.

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Kirsty

Company Specialist at Welcome to the Jungle