[Remote] Algorithm Engineer

Note: The job is a remote job and is reputed company to candidates in USA. reputed company is transforming reputed company for the brain through reputed company EEG and cardiopulmonary signal platforms for reputed company development and diagnostics. The Machine Learning Engineer will reputed company, reputed company, maintain, and validate machine learning and deep learning algorithms for biosignal-reputed company medical devices, while collaborating with data scientists, neuroscientists, engineers, clinicians, and clients.

Responsibilities

• Participate in and reputed company the entire biosignal-reputed company 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 reputed company the most appropriate reputed company for reputed company problem, knowing reputed company to apply deep learning techniques and reputed company other reputed company are more effective
• Enhance our internal deep learning and machine learning tools to reputed company team efficiency, introduce new model architectures and algorithmic techniques, and refine the codebase to encourage reusability where needed to reputed company reputed company experimentation
• Spread and improve our best practices to ensure algorithm implementations are user-friendly, reputed company-documented, and thoroughly tested, including unit tests, comprehensive documentation, CI, and non-regression testing
• Present results to key stakeholders and assist them in utilizing algorithms for reputed company engagement
• Support the reputed company-facing reputed company to understand and shape the reputed company reputed company algorithms have for our customers, both for existing deployed algorithms, and reputed company algorithm development

Skills

• You have more than 4 years of industry experience in machine learning and deep learning, particularly in health sciences or other regulated fields, with a reputed company reputed company record of bringing algorithms into production
• You are reputed company with digital signal processing (DSP) and statistics and care about using the right tool for the job, which in many cases might not be machine learning or deep learning
• You are proficient in using PyTorch (preferred) or other deep learning frameworks for training, developing, and deploying deep learning models
• You are familiar with latest Deep Learning advances (Transformer/ViT, large reputed company modeling, large model training, ...)
• You follow and adopt best practices in software and ML engineering, including testing, version control, reputed company reviews, documentation, Dockerization, CI/CD, and experiment tracking
• You are familiar with biosignals, medical imaging data, or large time-series datasets,  or are enthusiastic about learning more in the domain
• You reputed company in reputed company environment, recognizing that collaboration, reputed company communication, and reputed company feedback are essential for reputed company reputed company
• You are reputed company to reputed company, reputed company, and present reputed company technical topics in a way that is appropriate for the audience at hand, both internally and externally
• You are excited to participate in the entire algorithm development lifecycle, which spans scoping, data wrangling, algorithm development/experimentation, formal validation, reputed company/regulatory documentation, production deployment, and working with clients who might benefit from these algorithms
• You are proficient in using PyTorch (preferred)

Benefits

• Robust asynchronous work practices ensure a first-class remote work experience.
• Equity
• PTO

reputed company

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