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Algorithm Engineer III

Leading at-home EEG platform supporting clinical development of novel therapeutics for neurological, psychiatric, and sleep disorders with FDA 510(k)-cleared Dreem EEG headband.
Machine Learning
Senior Software Engineer
Remote
4+ years of experience
AI · Healthcare

Job Description

Beacon Biosignals is revolutionizing precision medicine for the brain through their FDA 510(k)-cleared Dreem EEG headband and AI algorithms. As an Algorithm Engineer III, you'll be part of a team developing cutting-edge machine learning solutions for analyzing brain and biosignal data to advance sleep, neurological, and psychiatric therapy development. The role combines deep technical expertise in machine learning, signal processing, and software engineering with the opportunity to impact healthcare outcomes directly.

The position offers a unique blend of technical challenges and healthcare innovation, working alongside data scientists, neuroscientists, engineers, and clinicians. You'll be responsible for the entire algorithm development lifecycle, from initial requirements gathering to production deployment. The role requires strong technical skills in PyTorch, deep learning, and signal processing, combined with the ability to collaborate effectively and communicate complex technical concepts to various stakeholders.

Beacon Biosignals offers a flexible work environment with both remote options and physical office hubs in Boston, New York, and Paris. The company values diversity, emphasizing that a varied team builds more robust systems and achieves higher impact. They foster a culture of curiosity, simplicity, and deep empathy towards colleagues, stakeholders, users, and patients.

This role is ideal for experienced machine learning engineers who want to apply their skills to meaningful healthcare challenges while working with state-of-the-art technology and a supportive, innovative team. The position offers the opportunity to work on complex technical problems while making a real difference in patient care and medical research.

Last updated 10 days ago

Responsibilities For Algorithm Engineer III

  • Lead biosignal-based algorithm development lifecycle for medical devices
  • Select and implement appropriate methods for each problem
  • Enhance internal deep learning and machine learning tools
  • Implement user-friendly, well-documented, and thoroughly tested algorithms
  • Present results to key stakeholders
  • Support client-facing projects
  • Participate in algorithm development from scoping to production deployment

Requirements For Algorithm Engineer III

Python
  • More than 4 years of industry experience in machine learning and deep learning
  • Experience with digital signal processing (DSP) and statistics
  • Proficient in using PyTorch or other deep learning frameworks
  • Familiar with latest Deep Learning advances (Transformer/ViT, large scale modeling)
  • Experience with software and ML engineering best practices
  • Familiar with biosignals, medical imaging data, or large time-series datasets
  • Strong collaboration and communication skills
  • Ability to present complex technical topics to different audiences

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