Remote Algorithm Engineer III

Description:

• Beacon Biosignals is seeking an Algorithm Engineer III to contribute to the development of precision medicine for the brain.
• The role involves participating in and leading the entire biosignal-based algorithm development lifecycle for medical devices, including specifications and requirements gathering, data curation and labeling, development, failure-analysis, production, maintenance, and documentation.
• Responsibilities include selecting, implementing, and developing appropriate methods for various problems, enhancing internal deep learning and machine learning tools, and ensuring algorithm implementations are user-friendly, well-documented, and thoroughly tested.
• The engineer will present results to key stakeholders and assist them in utilizing algorithms for client engagement, as well as support client-facing projects to understand the impact of Beacon algorithms on customers.
• The position offers a robust remote work experience with in-person office hubs available in Boston, New York, and Paris.

Requirements:

• Candidates must have 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 is required, with an emphasis on using the right tool for the job.
• Proficiency in using PyTorch or other deep learning frameworks for training, developing, and deploying deep learning models is necessary.
• Familiarity with the latest Deep Learning advances, such as Transformer/ViT and large-scale modeling, is expected.
• Candidates should follow best practices in software and ML engineering, including testing, version control, code reviews, documentation, Dockerization, CI/CD, and experiment tracking.
• Familiarity with biosignals, medical imaging data, or large time-series datasets is preferred, along with a willingness to learn more in the domain.
• The ability to collaborate effectively in a team environment and communicate complex technical topics appropriately for different audiences is essential.
• Candidates should be excited to participate in the entire algorithm development lifecycle, including scoping, data wrangling, algorithm development/experimentation, formal validation, quality/regulatory documentation, and production deployment.

Benefits:

• The base salary range for this role is determined based on past experience, specific skills, and qualifications.
• The total compensation package includes equity, paid time off (PTO), and other benefits.
• Beacon promotes a culture of curiosity, simplicity, composability, and empathy, believing that a diverse team builds more robust systems and achieves higher impact.