11 часов назад
Senior Algorithm Engineer (Machine Learning)
170 000 - 190 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Algorithm Engineer (Machine Learning): Building, deploying, and maintaining machine and deep learning models for biosignal-based medical devices and at-home EEG platforms with an accent on digital signal processing, deep learning, and regulated healthcare applications. Focus on developing algorithms across the full lifecycle, designing reusable ML tools, performing formal validation, and supporting production deployment for neurological, psychiatric, and sleep disorder use cases.
Location: Fully remote, based anywhere in the United States. In-person office hubs are available in Boston, New York City, and Paris.
Salary: $170,000–$190,000 per year in the United States, plus equity, PTO, and other benefits.
Company
develops at-home EEG and cardiopulmonary signal platforms for neurological, psychiatric, sleep, and central nervous system clinical development and diagnostics.
What you will do
- Lead the full biosignal-based algorithm development lifecycle for medical devices, from requirements and data curation through validation, production, maintenance, and documentation.
- Select and develop appropriate statistical, signal-processing, machine learning, and deep learning methods for each problem.
- Improve internal machine learning tools, introduce new model architectures, and refine reusable code for rapid experimentation.
- Establish best practices for tested, documented, maintainable algorithm implementations, including unit testing, CI, and non-regression testing.
- Present technical results to stakeholders and support client-facing projects involving deployed and future algorithms.
Requirements
- More than 5 years of industry experience in machine learning and deep learning, especially in health sciences or other regulated fields, with algorithms brought into production.
- Experience with digital signal processing, statistics, biosignals, medical imaging data, or large time-series datasets.
- Proficiency with PyTorch or another deep learning framework for training, developing, and deploying models.
- Knowledge of current deep learning advances, including Transformers, Vision Transformers, large-scale modeling, and large-model training.
- Experience with software and ML engineering practices such as testing, version control, code reviews, documentation, Dockerization, CI/CD, and experiment tracking.
- Must be based anywhere in the United States; strong collaboration and technical communication skills are required.
Culture & Benefits
- Fully remote work practices with optional in-person office hubs.
- Collaboration with data scientists, neuroscientists, engineers, clinicians, stakeholders, and clients.
- Emphasis on curiosity, simplicity, composability, self-service, empathy, open communication, and continuous feedback.
- Compensation includes equity, paid time off, and additional benefits.
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