- Страна
- США
- Зарплата
- 150 000 $ – 170 000 $
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Software Engineer - Analytics
Отличная вакансия в сфере HealthTech с прозрачной вилкой зарплаты, удаленным форматом и социально значимой миссией. Компания использует современный стек и ценит инженерную культуру.
Сложность вакансии
Роль требует сочетания навыков классической программной инженерии и понимания специфики научных данных (биосигналов). Высокая планка ответственности за CI/CD и архитектуру инструментов для дата-сайентистов повышает сложность.
Анализ зарплаты
Предложенная зарплата ($150k–$170k) полностью соответствует рыночным ожиданиям для опытных инженеров в США в сфере биомедицинских технологий и аналитики данных. Она находится в пределах медианы для Senior-позиций в крупных технологических хабах.
Сопроводительное письмо
I am writing to express my strong interest in the Software Engineer - Analytics position at Beacon Biosignals. With a robust background in developing production-level software for scientific applications and a passion for building composable, maintainable tooling, I am drawn to Beacon’s mission of revolutionizing precision medicine for the brain. My experience in automating complex data pipelines and transforming raw data into actionable scientific insights aligns perfectly with the goals of the Analytics Suites Team.
In my previous roles, I have focused on bridging the gap between data science research and scalable engineering solutions. I am particularly impressed by Beacon's commitment to asynchronous work practices and its focus on high-quality, versioned data models. I am eager to bring my proficiency in Python and my rigorous approach to automated testing to help scale your Clinico-EEG database outputs and support the development of novel therapeutics for neurological disorders.
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Откликнитесь в beaconbiosignals уже сейчас
Присоединяйтесь к Beacon Biosignals, чтобы создавать инновационные инструменты анализа ЭЭГ и менять будущее нейробиологии!
Описание вакансии
Beacon Biosignals is on a mission to revolutionize precision medicine for the brain. We are the leading at-home EEG platform supporting clinical development of novel therapeutics for neurological, psychiatric, and sleep disorders. Our FDA 510(k)-cleared Waveband EEG headband and AI algorithms enable quantitative biomarker discovery and implementation. Beacon’s Clinico-EEG database contains EEG data from nearly 100,000 patients, and our cloud-native analytics platform powers large-scale RWD/RWE retrospective and predictive studies. Beacon Biosignals is changing the way that patients are treated for any disorder that affects brain physiology.
Beacon Biosignals is seeking a talented software engineer to scale up our scientific outputs, which power novel clinical diagnostics and enable therapy development to improve brain health.
As part of the Analytics Suites Team, you'll build and maintain scientific software tooling and automated analytics pipelines that process raw biosignal data and machine learning outputs, generate biosignal-derived metrics, and combine them with clinical metadata to render scientific outputs. You will own a wide swath of the analytics stack, from library-level tools to platform-hosted services and versioned data models, CI/CD pipelines, and customer-facing reports and dashboards. This is a product-oriented role - you'll work with clinicians and cross-functional stakeholders to identify high-impact improvements to our analytics platform. You'll also collaborate closely with neuroscientists, data scientists, and other engineering teams to develop composable, reliable tooling that powers both productized analytics and custom scientific endeavors.
Why this role? You'll combine rigorous software development practices and a strong understanding of scientific analysis and experimentation to strengthen our analytics platform and deliver reproducible scientific insights at scale.
At Beacon, we've found that cultural and scientific impact is driven most by those who lead by example. As such, we're always seeking out new contributors whose work demonstrates innate curiosity, a bias toward simplicity, an eye for composability, a self-service mindset, and most of all, a deep empathy toward colleagues, stakeholders, users, and patients. We believe a diverse team builds more robust systems and achieves higher impact.
Beacon's robust asynchronous work practices ensure a first-class remote work experience, and we also have in-person office hubs located in Boston, New York City, and Paris.
What success looks like
- Develop, deploy and monitor feature computation and analytics services that transform raw biosignal data, machine learning outputs, and clinical metadata to generate meaningful scientific results
- Build high-quality composable tooling that enables data scientists to deliver scientific results at scale
- Transform custom or semi-standardized data workflows into reusable tools and automated products that power clinical diagnostics and trials
- Design, implement, and maintain versioned data models and transformations that enrich biosignal metrics with clinical context
- Contribute to reusable, scalable customer-facing analytics products, such as automated scientific reports, dashboards and purpose-specific dataset views
- Collaborate closely with teams of engineers, data scientists, and neuroscientists to understand workflow pain-points and inefficiencies that can be resolved with tooling and processes improvements
- Partner with scientists, product managers, and stakeholders to identify high-impact analytics improvements that accelerate development of novel therapies and diagnostic tools
What you will bring
- Extensive practical experience developing production-level software for scientific or analytics applications, monitoring their performance, and maintaining them over time
- Proficiency in Python, Julia, or another scientific/data-oriented programming language
- An approach to software development that emphasizes composability, efficiency, and maintainability
- A rigorous approach to documentation and automated testing
- A collaborative mindset - you're excited to work closely with multiple teams to achieve Beacon's analytics product goals
- Strong asynchronous communication skills and a knack for making the most of synchronous collaboration
- A background in a relevant scientific or computational field (e.g., neuroscience, statistics, machine learning, clinical trials) is preferred but not required - we welcome candidates who are eager to learn!
The salary range for this role is $150,000 – $170,000. Salary ranges are determined using current market compensation data for this role and adjusted based on experience, skills, and location.The base salary is one component of the total compensation package, which includes equity, PTO and other benefits.
At Beacon, we've found that cultural and scientific impact is driven most by those that lead by example. As such, we're always seeking new contributors whose work demonstrates an avid curiosity, a bias towards simplicity, an eye for composability, a self-service mindset, and - most of all - a deep empathy towards colleagues, stakeholders, users, and patients. We believe a diverse team builds more robust systems and achieves higher impact.
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Навыки
- Python
- Machine Learning
- Statistics
- CI/CD
- Data Modeling
- Data Pipelines
- Neuroscience
- Julia
Возможные вопросы на собеседовании
Проверка опыта работы с научным стеком и понимания производительности при обработке больших данных.
Расскажите о вашем опыте оптимизации пайплайнов обработки данных на Python или Julia: с какими узкими местами вы сталкивались?
Вакансия делает упор на создание инструментов для других команд.
Как вы подходите к проектированию внутренних библиотек или инструментов, чтобы они были удобны для использования дата-сайентистами и нейробиологами?
Работа с медицинскими данными требует высокой точности и воспроизводимости.
Какие стратегии вы используете для обеспечения воспроизводимости результатов в автоматизированных аналитических пайплайнах?
В Beacon Biosignals развита культура асинхронной работы.
Опишите ваш опыт работы в распределенной команде: как вы обеспечиваете прозрачность процессов и качество документации?
Роль подразумевает владение полным стеком аналитики.
Как вы организуете версионирование данных и моделей в проектах, где входные данные постоянно обновляются?
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- Страна
- США
- Зарплата
- 150 000 $ – 170 000 $