Senior Biosignal ML Engineer (Remote)

Beacon-Biosignals; Boston (MA); Remote; USD 120,000 - 180,000; Full time

Job summary

Beacon Biosignals is seeking a Machine Learning engineer to join our analytics and ML domain, collaborating with data scientists, neuroscientists, engineers, and clinicians to build and deploy brain and biosignal models for sleep, neurological, and psychiatric therapy development.

This primarily remote role supports teammates worldwide, with in-person hubs in Boston, New York, and Paris, and is based near Paris.

Qualifications

• 4+ years of industry experience in machine learning and deep learning, preferably in health sciences or regulated fields, with a track record of production.
• Experience with DSP and statistics; select the right tool for the problem.
• Proficient in PyTorch (preferred) or other DL frameworks.
• Familiar with the latest DL advances (Transformer/ViT, large-scale modeling).
• Follow best practices in software and ML engineering, including testing, version control, code reviews, documentation, Dockerization, CI/CD, and experiment tracking.
• Familiar with biosignals, medical imaging data, or large time-series datasets; eager to learn more in the domain.
• Thrives in a team environment, with collaboration, open communication, and feedback as essentials.
• Able to distill and present complex topics to diverse audiences.
• Excited to participate in the entire algorithm development lifecycle from scoping to client impact.

Responsibilities

• Lead the biosignal-based algorithm development lifecycle for medical devices, from specs to maintenance.
• Select, implement, and develop methods, knowing when to apply deep learning vs other approaches.
• Enhance internal ML tools, introduce new architectures, and improve codebase for rapid experimentation.
• Ensure algorithms are well-documented, tested, and version-controlled with CI and non-regression tests.
• Present results to stakeholders and help clients utilize the algorithms for engagement.
• Support client-facing projects to understand the impact of Beacon algorithms for customers and deployments.

Skills

Machine learning

Deep learning

PyTorch

DSP

Statistics

Collaboration

Tools

Docker

Job description

Beacon Biosignals is seeking a Machine Learning engineer to join our analytics and ML domain, collaborating with data scientists, neuroscientists, engineers, and clinicians to build and deploy brain and biosignal models for sleep, neurological, and psychiatric therapy development.

This primarily remote role supports teammates worldwide, with in-person hubs in Boston, New York, and Paris, and is based near Paris.