Senior Algorithm Engineer
Beacon Biosignals2 days ago
Base Salary
$170k - $220k/yr
Responsibilities
- Lead and participate in the complete biosignal-based algorithm development lifecycle for medical devices.
- Gather specifications and requirements, curate and label data, develop algorithms, analyze failures, validate models, deploy them to production, maintain them, and document their work.
- Select and implement appropriate statistical, digital signal processing, machine learning, and deep learning methods.
- Enhance internal deep learning and machine learning tools, model architectures, algorithmic techniques, and reusable code to enable rapid experimentation.
- Promote well-documented, user-friendly, and thoroughly tested algorithm implementations, including unit tests, CI, and non-regression testing.
- Present technical results to stakeholders and help clients use Beacon algorithms.
- Support client-facing projects and shape the impact of existing and future algorithms.
Requirements
- More than 5 years of industry experience in machine learning and deep learning, particularly in health sciences or another regulated field.
- Proven experience bringing algorithms into production.
- Experience with digital signal processing and statistics, including selecting non-machine-learning approaches when appropriate.
- Proficiency with PyTorch or another deep learning framework for training, developing, and deploying deep learning models.
- Proficiency with current deep learning advances, including Transformers, ViTs, large-scale modeling, and large-model training.
- Experience with software and ML engineering practices including testing, version control, code reviews, documentation, Dockerization, CI/CD, and experiment tracking.
- Experience with biosignals, medical imaging data, or large time-series datasets, or enthusiasm for learning the domain.
- Ability to explain and present complex technical topics appropriately to internal and external audiences.
- Willingness to work across scoping, data wrangling, experimentation, formal validation, quality and regulatory documentation, production deployment, and client collaboration.
- Ability to collaborate effectively with data scientists, neuroscientists, engineers, clinicians, and other stakeholders.
Benefits
- Fully remote role based anywhere in the United States.
- In-person office hubs are available in Boston, New York City, and Paris.
- Total compensation includes equity, PTO, and other benefits.
Categories
About Beacon Biosignals
Beacon Biosignals builds an AI platform and FDA-cleared at-home EEG wearables used by biopharma and clinicians to develop and deliver treatments for neurological, psychiatric, and sleep disorders. It sells clinical development services and software for brain-signal analysis to life sciences partners, and operates a diagnostics business providing reimbursable EEG and cardiopulmonary assessments. Founded in 2019 and headquartered in Boston, the company is privately held.