Senior Algorithm Engineer

Stack

Responsibilities

• ▹Participate in and lead the entire biosignal-based algorithm development lifecycle for medical devices: specifications and requirements, 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 and when other methods are more effective
• ▹Enhance internal deep learning and machine learning tools to boost team efficiency, introduce new model architectures and algorithmic techniques, and refine the codebase for reusability and rapid experimentation
• ▹Spread and improve best practices so algorithm implementations are user-friendly, well-documented and thoroughly tested (unit tests, documentation, CI, non-regression testing)
• ▹Present results to key stakeholders and help them use algorithms for client engagement
• ▹Support client-facing projects to understand and shape the impact of Beacon algorithms, both deployed and future

Requirements

• ▹More than 4 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
• ▹Experience with digital signal processing (DSP) and statistics
• ▹Proficiency in PyTorch (preferred) or other deep learning frameworks for training, developing and deploying models
• ▹Familiarity with the latest deep learning advances (Transformer/ViT, large scale modeling, large model training)
• ▹Adoption of software and ML engineering best practices: testing, version control, code reviews, documentation, Dockerization, CI/CD, experiment tracking
• ▹Familiarity with biosignals, medical imaging data or large time-series datasets, or enthusiasm for learning more
• ▹Ability to present complex technical topics to internal and external audiences
• ▹Enthusiasm for the entire algorithm development lifecycle (scoping, data wrangling, experimentation, formal validation, quality and regulatory documentation, production deployment)

Soft skills

What we offer

• ▹Primarily remote work with robust asynchronous practices
• ▹In-person office hubs in Boston, New York City and Paris
• ▹Equity, PTO and other benefits as part of the total compensation package

About the company

Beacon Biosignals is transforming precision medicine for the brain, from clinical development to clinical care. It offers an at-home EEG platform for clinical development of therapeutics for neurological, psychiatric and sleep disorders, and its Diagnostics business builds an at-home diagnostics platform combining EEG and cardiopulmonary signals.