Senior Algorithm Engineer
New
B
Beacon BiosignalsHealth Sciences ML
United StatesFull-TimeSenior
Salary$170,000 – $190,000 / year
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Job Details
- Experience
- More than 5 years
- Required Skills
- DockerMachine LearningPyTorchCI/CDDeep Learning
Requirements
- More than 5 years of industry experience in machine learning and deep learning.
- Experience in health sciences or other regulated fields with a track record of bringing algorithms into production.
- Proficiency in digital signal processing (DSP) and statistics.
- Proficiency in PyTorch (preferred) or other deep learning frameworks.
- Proficiency with latest Deep Learning advances such as Transformer/ViT and large-scale modeling.
- Experience with biosignals, medical imaging data, or large time-series datasets.
- Strong knowledge of best practices in software and ML engineering, including testing, version control, code reviews, documentation, Dockerization, CI/CD, and experiment tracking.
Responsibilities
- Participate in and lead 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.
- Select, implement, and develop the most appropriate method for each problem, knowing when to apply deep learning techniques and when other methods are more effective.
- Enhance our internal deep learning and machine learning tools to boost team efficiency, introduce new model architectures and algorithmic techniques, and refine the codebase to encourage reusability.
- Spread and improve best practices to ensure algorithm implementations are user-friendly, well-documented, and thoroughly tested.
- Present results to key stakeholders and assist them in utilizing algorithms for client engagement.
- Support client-facing projects to understand and shape the impact of Beacon algorithms for customers.
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