- Страна
- США
- Зарплата
- 180 000 $ – 200 000 $
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Senior Product Manager, ML Platform
Отличная вакансия с высокой зарплатой, удаленным форматом и работой над социально значимым продуктом на стыке AI и медицины. Компания предлагает сильный соцпакет и культуру с минимумом бюрократии.
Сложность вакансии
Роль требует глубокого понимания жизненного цикла ML и инфраструктуры (LLM, Airflow, GPU), а также опыта работы в быстрорастущих стартапах. Высокая сложность обусловлена необходимостью балансировать между глубоко техническими задачами и бизнес-стратегией в сфере здравоохранения.
Анализ зарплаты
Предлагаемая зарплата в $180k - $200k находится на верхней границе рыночного диапазона для Senior Product Manager в США, особенно для удаленных позиций в специализированных нишах вроде ML Platform. Это очень конкурентное предложение, соответствующее высоким требованиям к техническим навыкам.
Сопроводительное письмо
I am writing to express my strong interest in the Senior Product Manager, ML Platform position at SmarterDx. With a solid background in technical product management and a deep focus on machine learning lifecycles, I am excited about the opportunity to help scale your clinical AI platform. My experience in managing internal platform tools and collaborating closely with Data Science and MLE teams aligns perfectly with your mission to transform healthcare revenue intelligence.
In my previous roles, I have successfully led the development of scalable infrastructure and optimized LLM workflows, including prompt iteration and evaluation loops. I am particularly drawn to SmarterDx's physician-founded roots and your commitment to reducing bureaucracy while maximizing impact. I am confident that my technical expertise in SQL, monitoring tools like Datadog, and understanding of GPU constraints will allow me to contribute immediately to your roadmap and help the team move faster in solving complex business problems.
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Описание вакансии
SmarterDx, a Smarter Technologies company, builds clinical AI that is transforming how hospitals translate care into payment. Founded by physicians in 2020, our platform connects clinical context with revenue intelligence, helping health systems recover millions in missed revenue, improve quality scores, and appeal every denial. Become a Smartian and help optimize the way the healthcare system works for everyone. Learn more at smarterdx.com/careers.
Sr. Product Manager, ML Platform
Role
As a Senior Product Manager for SmarterDx, you will play a pivotal role in the strategy, development, and enhancement of SmarterDx’s Machine Learning Platform team. Your role involves deeply understanding existing architecture and collaborating across teams (engineering/MLE, data science, product) to maximize the velocity of solving important business problems and creating a scalable infrastructure to drive clarity and prioritization for the ML Platform team. You will work to understand how our products generate recommendations and own the planning and prioritization of ML platform initiatives.
\\This role is fully remote within the US\\**
What You’ll Do
- Lead the planning and prioritization of ML platform initiatives, balancing cross-team impact and advancing model training, deployment, monitoring, and scalability.
- Define and operationalize success metrics for platform performance, system monitoring and adoption.
- Own the prioritization of work and decisions on the systems that support LLM workflows (prompt iteration, retrieval, fine-tuning).
- Experienced with API-based LLM usage where iteration, speed and eval loops matter most.
- Partner closely with Data Science and ML Engineering, with a strong emphasis on the Machine Learning lifecycle.
- Drive stakeholder alignment across complex data systems (Airflow pipelines, LLM/agentic tooling) and communicate broader business impact.
- Contribute to evolving modeling strategies, productizing and generalizing the work to be consumable and accelerate growth across teams.
- Prioritize and enable cutting edge research and experimentation against product and business goals.
- Write, standardize, and maintain product and technical documentation.
- Develop a roadmap of product enhancements, features, and solutions to continue to innovate and evolve the platform.
- Identify opportunities to enable teams to move more quickly by understanding constraints and trade-offs.
- Lead cross functional team of engineers, data scientists, and product managers through the product development lifecycle from inception to launch of new features.
- Communicate your strategic vision for the platform to cross functional stakeholders, working closely with leadership to ensure alignment.
- Understand interactions and impact across multiple products and decide the best strategic path forward.
What You Bring
- 2-3+ years of product management experience, focused on internal technical product management
- 2-3+ years working with Data Science and ML products and tooling
- Experience building internal and platform tools and features that serve a full product suite
- Ability to translate highly technical work and requirements into business goals and impact, and vice versa
- Experience working at an early-stage company or similarly fast-paced environment
- Awareness of GPU constraints (job scheduling, cost, GPU availability)
- Experience working cross-functionally with engineering, data science, and other technical teams to drive product success
- Experience managing both external and internal (Customer Success, Implementations, etc.) stakeholders
Nice To Haves
- 2-3+ years of experience working within the healthtech space, ideally in RCM and/or B2B products
- Experience as a software engineer, data scientist, or equivalent
- Proficiency in SQL
- Familiarily with tools like Datadog, Hex
Compensation
$180k to $200k base + benefits
#LI-Remote
Benefits
- Medical, Dental & Vision – Comprehensive plans with leading insurance providers, covering 75% of your premiums, depending on the plan.
- Paid Parental Leave – Generous paid leave to support families through birth or adoption: Up to 12 weeks for parents.
- Remote-First Team – Work from anywhere in the U.S.
- Unlimited PTO & 10 Holidays – So you can relax and recharge.
- 401(k) with Traditional & Roth Options– Tax-advantaged retirement savings through Fidelity with a 4% match.
- Minimal Bureaucracy – A fast-moving, high-impact environment where you can focus on what matters.
- Incredible Teammates! – Work alongside smart, supportive, and mission-driven colleagues.
Создайте идеальное резюме с помощью ИИ-агента

Навыки
- Machine Learning
- Product Management
- LLM
- SQL
- Airflow
- Datadog
- Hex
- Data Science
- API
- GPU Computing
Возможные вопросы на собеседовании
Проверка опыта работы с инфраструктурой для больших языковых моделей, что критично для данной роли.
Расскажите о вашем опыте оптимизации LLM-воркфлоу: как вы подходили к итерации промптов и созданию циклов оценки (eval loops)?
Важно понять, как кандидат приоритизирует задачи платформы, которые не всегда имеют прямой бизнес-эффект, но важны для скорости разработки.
Как вы балансируете между внедрением новых фич для конечных пользователей и техническим долгом или улучшением масштабируемости ML-платформы?
Роль подразумевает работу с ограниченными ресурсами GPU.
С какими ограничениями GPU вы сталкивались в прошлом и как вы учитывали стоимость и доступность ресурсов при планировании дорожной карты?
Проверка навыков взаимодействия с техническими специалистами.
Опишите случай, когда вам нужно было убедить команду Data Science изменить подход к моделированию ради достижения бизнес-целей. Как вы выстраивали аргументацию?
Специфика HealthTech требует особого внимания к качеству данных и метрикам.
Какие метрики успеха вы бы внедрили для мониторинга производительности и принятия ML-платформы внутри компании?
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- Страна
- США
- Зарплата
- 180 000 $ – 200 000 $