Beacon Biosignals
Senior Algorithm Engineer
Boston, MA / Remote · Senior
Sponsorship not specifiedDetected 8 days ago
AlgorithmsCode ReviewCI/CDMachine LearningDeep LearningPyTorchNLPStatisticsA/B TestingSignal ProcessingAvidFDA RegulatoryMedical DevicesRadiologyCommunicationCollaboration
About the role
- Our FDA 510(k)-cleared Waveband EEG headband and AI algorithms enable quantitative biomarker discovery and implementation.
- Beacon Biosignals is changing the way that patients are treated for any disorder that affects brain physiology.
- Beacon Biosignals is seeking a Senior Algorithm and Machine Learning engineer!
Responsibilities
- Support the client-facing projects to understand and shape the impact Beacon algorithms have for our customers, both for existing deployed algorithms, and future algorithm development.
Compensation
- The base salary range for this role is determined based on past experience, specific skills and qualifications.
Benefits
- Select, implement, and develop the most appropriate method for each problem, knowing when to apply deep learning techniques and when other methods are more effective.
- You have more than 5 years of industry experience in machine learning and deep learning, particularly in health sciences or other regulated fields, with a proven track record of bringing algorithms into production.
- You are experienced with digital signal processing (DSP) and statistics and care about using the right tool for the job, which in many cases might not be machine learning or deep learning.
- You are proficient in using PyTorch (preferred) or other deep learning frameworks for training, developing, and deploying deep learning models.
- You are proficient with latest Deep Learning advances (Transformer/ViT, large scale modeling, large model training,...)
- You are experienced with biosignals, medical imaging data, or large time-series datasets, or are enthusiastic about learning more in the domain.
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