Beacon Biosignals
Precision Medicine
AlgorithmEngineer
Neural analysis suggests this role is
optimal for Mid candidates.
“Algorithm Engineer at Beacon Biosignals. Skills: Machine learning, Deep learning, Algorithm development, Digital signal processing. Lead algorithm development lifecycle. Gather specifications and requirements”
What You'll Achieve.
Revolutionize precision medicine; Enable quantitative biomarker discovery; Power large-scale studies; Boost team efficiency; Encourage rapid experimentation; Achieve higher impact
Industry & Context.
Failure-analysis; Analytical skills
What They're Looking For.
Must Have
Machine learning, Deep learning, Digital signal processing, Statistics, PyTorch, Deep Learning advances, Software engineering best practices, ML engineering best practices, Testing, Version control, Code reviews, Documentation, Dockerization, CI/CD, Experiment tracking
Nice to Have
PyTorch, Biosignals, Medical imaging data, Large time-series datasets
What You'll Do.
Lead algorithm development lifecycle
Gather specifications and requirements
Curate and label data
Perform failure analysis
Select and implement methods
Introduce new model architectures
Improve best practices
Ensure algorithm implementations are user-friendly
Test algorithm implementations
Present results to stakeholders
Assist stakeholders in utilizing algorithms
Support client-facing projects
Shape algorithm impact for customers
How You'll Work.
Team & Collaboration
Thrive in a team environment; Recognize collaboration is essential; Recognize open communication is essential; Recognize continuous feedback is essential; Work with product team
Communication Scope
Distill complex technical topics; Discuss complex technical topics; Present complex technical topics; Communicate appropriately for audience
Full Job Description
Beacon Biosignals is on a mission to revolutionize precision medicine for the brain. We are the leading at-home EEG platform supporting clinical development of novel therapeutics for neurological, psychiatric, and sleep disorders. Our FDA 510(k)-cleared Waveband EEG headband and AI algorithms enable quantitative biomarker discovery and implementation. Beacon’s Clinico-EEG database contains EEG data from nearly 100,000 patients, and our cloud-native analytics platform powers large-scale RWD/RWE retrospective and predictive studies. Beacon Biosignals is changing the way that patients are treated for any disorder that affects brain physiology. Beacon Biosignals is seeking a Machine Learning engineer! At Beacon, we've found that cultural and scientific impact is driven most by those who lead by example. As such, we're always seeking out new contributors whose work demonstrates innate curiosity, a bias toward simplicity, an eye for composability, a self-service mindset, and—most of all—a deep empathy toward colleagues, stakeholders, users, and patients. We believe a diverse team builds more robust systems and achieves higher impact. Beacon's robust asynchronous work practices ensure a first-class remote work experience, but we also have in-person office hubs in Boston, New York City and Paris. What success looks like Participate in and lead the entire biosignal-based algorithm development lifecycle for medical devices including specifications and requirements gathering, data curation and labeling, development, failure-analysis, production, maintenance, and documentation. 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. Enhance our internal deep learning and machine learning tools to boost team efficiency, introduce new model architectures and algorithmic techniques, and refine the codebase to encourage reusability where needed to enable rapid experimentat
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