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Algorithm Engineer

3 weeks, 1 day ago
United States
Full-time
Mid Level
Machine Learning Engineer
Data Science and Analytics
CI/CD Deep Learning Docker Git Machine Learning PyTorch Statistics
Apply Now
Beacon Biosignals

Beacon Biosignals

Beacon Biosignals uses AI and EEG to transform brain disorder treatment with neurobiomarker technology, accelerating clinical trials and enhancing precision neurology.

Biotechnology
11-50
Founded 2019
$27M raised
View All Jobs 12

Description

  • Participate in and lead the full biosignal algorithm development lifecycle for medical devices.
  • Gather specifications and requirements, curate and label data, and support validation and documentation work.
  • Develop, select, and implement the most appropriate modeling approach for each problem.
  • Build, deploy, maintain, and monitor machine learning and deep learning models for brain and biosignal data.
  • Improve internal ML and deep learning tools to increase team efficiency and support rapid experimentation.
  • Introduce new model architectures and algorithmic techniques while refactoring code for reusability.
  • Establish and improve best practices for testing, documentation, CI, and non-regression testing.
  • Present results to stakeholders and help them apply algorithms for client engagement.
  • Support client-facing projects and help shape the impact of Beacon’s algorithms for existing and future products.

Requirements

  • More than 4 years of industry experience in machine learning and deep learning.
  • Experience applying ML/DL in health sciences or other regulated fields.
  • Proven track record of bringing algorithms into production.
  • Experience with digital signal processing and statistics.
  • Proficiency with PyTorch or another deep learning framework for training, developing, and deploying models.
  • Familiarity with modern deep learning advances such as Transformers, ViT, and large-scale model training.
  • Experience with software and ML engineering best practices including testing, version control, code reviews, documentation, Docker, CI/CD, and experiment tracking.
  • Familiarity with biosignals, medical imaging data, or large time-series datasets, or enthusiasm to learn the domain.
  • Strong collaboration and communication skills for working across teams and presenting technical topics to varied audiences.
  • Interest in owning the full algorithm development lifecycle from scoping through deployment and client use.

Benefits

  • US-based salary range of $150,000 to $170,000.
  • Equity as part of the total compensation package.
  • PTO included in the compensation package.
  • Remote-first work experience with strong asynchronous work practices.
  • Access to in-person office hubs in Boston, New York City, and Paris.

Interested in this position?

Apply directly on the company website

Apply Now

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