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cloverhealth
Страна
США
Зарплата
200 000 $ – 230 000 $
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LeadУдалённоПолная занятость

AI Strategist, Revenue & Cost Management

Оценка ИИ

Отличная вакансия с высокой зарплатой, удаленным форматом работы и сильным социальным пакетом. Позиция предлагает реальное влияние на стратегию компании и работу с передовыми технологиями в социально значимой сфере.


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Сложность вакансии

ЛегкоСложно
Оценка ИИ

Высокая сложность обусловлена необходимостью сочетать глубокие знания в области ИИ (графовая аналитика, временные ряды) с узкой экспертизой в финансовом секторе здравоохранения США (claims, risk adjustment). Роль предполагает лидерство в разработке критически важных для бизнеса систем с нуля.

Анализ зарплаты

Медиана215 000 $
Рынок185 000 $ – 250 000 $
Оценка ИИ

Предлагаемый диапазон $200,000–$230,000 полностью соответствует рыночным стандартам для позиций уровня Lead AI в США, особенно в специализированных секторах вроде HealthTech. Это верхний сегмент рынка, учитывая дополнительные бонусы и опционы.

Сопроводительное письмо

I am writing to express my strong interest in the Lead AI Strategist position at Clover Health. With over four years of experience in developing production-grade machine learning models and a deep background in healthcare financial data, I am excited by the opportunity to drive the strategic transformation of your Actuarial organization. My expertise in Python, SQL, and graph analytics aligns perfectly with your goals of building an in-house payment integrity engine and optimizing revenue through predictive analytics.

Throughout my career, I have focused on translating complex data into actionable financial insights. I have a proven track record of reverse-engineering complex systems to build more transparent and scalable internal models, much like the work described for your claims edit systems. I am particularly drawn to Clover's remote-first culture and your mission to reinvent health insurance by putting members first through data-driven innovation. I am confident that my technical leadership can help Clover achieve its vision of proactive financial control.

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Составьте идеальное письмо к вакансии с ИИ-агентом

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Откликнитесь в cloverhealth уже сейчас

Присоединяйтесь к Clover Health, чтобы создавать ИИ-решения, которые реально меняют систему здравоохранения и оптимизируют миллиардные потоки данных.

Описание вакансии

Clover is reinventing health insurance by working to keep people healthier. The Actuarial organization at Clover is driving a strategic transformation by leveraging AI to move from reactive analysis to proactive, predictive financial control. We are seeking a visionary technical leader to design and deploy the AI models foundational to this strategy.

As the Lead AI Strategist, you will be the primary technical leader responsible for the research, design, and implementation of advanced AI/ML models targeting enterprise financial performance. Your work will directly impact revenue optimization (Risk Adjustment) and medical cost mitigation (Claims Integrity), delivering high-ROI solutions and establishing a strong in-house financial control capability.

As the lead AI Strategist, you will:

  • Develop Core AI Models: Lead the design and deployment of high-impact machine learning models (e.g., anomaly detection, graph analytics, time-series forecasting) focused on identifying and mitigating financial loss across the organization.
  • Internal Payment Integrity (PI): Pioneer the technical strategy to build and deploy an in-house pre- and post-payment claims detection engine, combining AI and graph analytics to reduce vendor dependency and improve recovery efforts.
  • Claims Cost Trend Analysis: Design models to proactively detect emerging claims cost trends and outliers, providing early warnings to the Chief Actuary on potential medical expense inflation.
  • Revenue Optimization: Develop predictive analytics to advance risk adjustment and data quality initiatives, including encounter analysis and demographic data enrichment.
  • Strategic R&D: Deconstruct and reverse-engineer external vendor pricing logic and claims edit systems to build scalable, transparent, and superior internal models.

You should get in touch if:

  • You have 4+ years of experience in a quantitative, hands-on role (including Data Science, ML Engineering, or Actuarial Science) where you have successfully designed and delivered production AI solutions to solve mission-critical business problems.
  • You have 4+ years of deep domain experience utilizing large-scale healthcare financial data (claims, encounters, provider networks) in a payer setting.
  • You have Expert-level fluency in Python and SQL is required, along with practical experience implementing and maintaining Machine Learning (ML) and Artificial Intelligence (AI) models in a robust operational environment.

Benefits Overview:

  • Financial Well-Being: Our commitment to attracting and retaining top talent begins with a competitive base salary and equity opportunities. Additionally, we offer a performance-based bonus program, 401k matching, and regular compensation reviews to recognize and reward exceptional contributions.
  • Physical Well-Being: We prioritize the health and well-being of our employees and their families by providing comprehensive medical, dental, and vision coverage. Your health matters to us, and we invest in ensuring you have access to quality healthcare.
  • Mental Well-Being: We understand the importance of mental health in fostering productivity and maintaining work-life balance. To support this, we offer initiatives such as No-Meeting Fridays, monthly company holidays, access to mental health resources, and a generous flexible time-off policy. Additionally, we embrace a remote-first culture that supports collaboration and flexibility, allowing our team members to thrive from any location.
  • Professional Development: Developing internal talent is a priority for Clover. We offer learning programs, mentorship, professional development funding, and regular performance feedback and reviews.

Additional Perks:

  • Employee Stock Purchase Plan (ESPP) offering discounted equity opportunities
  • Reimbursement for office setup expenses
  • Monthly cell phone & internet stipend
  • Remote-first culture, enabling collaboration with global teams
  • Paid parental leave for all new parents
  • And much more!

About Clover: We are reinventing health insurance by combining the power of data with human empathy to keep our members healthier. We believe the healthcare system is broken, so we've created custom software and analytics to empower our clinical staff to intervene and provide personalized care to the people who need it most.

We always put our members first, and our success as a team is measured by the quality of life of the people we serve. Those who work at Clover are passionate and mission-driven individuals with diverse areas of expertise, working together to solve the most complicated problem in the world: healthcare.

From Clover’s inception, Diversity & Inclusion have always been key to our success. We are an Equal Opportunity Employer and our employees are people with different strengths, experiences, perspectives, opinions, and backgrounds, who share a passion for improving people's lives. Diversity not only includes race and gender identity, but also age, disability status, veteran status, sexual orientation, religion and many other parts of one’s identity. All of our employee’s points of view are key to our success, and inclusion is everyone's responsibility.


#LI-REMOTE

Pursuant to the San Francisco Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records. We are an E-Verify company.

A reasonable estimate of the base salary range for this role is $200,000 to $230,000. Final pay is based on several factors including but not limited to internal equity, market data, and the applicant’s education, work experience, certifications, etc.

#LI-Remote


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Навыки

  • Python
  • SQL
  • Machine Learning
  • Artificial Intelligence
  • Anomaly Detection
  • Graph Analytics
  • Time Series Forecasting
  • Data Science
  • Predictive Analytics

Возможные вопросы на собеседовании

Проверка опыта работы с конкретными типами данных, указанными в вакансии.

Опишите ваш опыт работы с данными медицинских счетов (claims) и встреч (encounters). С какими основными проблемами качества данных вы сталкивались?

Вакансия предполагает создание системы Payment Integrity на основе графов.

Как бы вы спроектировали архитектуру графовой модели для обнаружения аномалий в платежах между провайдерами и плательщиками?

Важная часть роли — замена внешних вендоров внутренними решениями.

Расскажите о случае, когда вам приходилось проводить реверс-инжиниринг логики стороннего ПО или системы для создания собственного аналога.

Проверка навыков прогнозирования медицинских расходов.

Какие методы машинного обучения вы бы использовали для прогнозирования инфляции медицинских расходов (medical expense inflation) на основе исторических данных?

Оценка способности работать в связке с актуариями и руководством.

Как вы объясняете сложные результаты работы ИИ-моделей нетехническим стейкхолдерам, например, главному актуарию?

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cloverhealth
Страна
США
Зарплата
200 000 $ – 230 000 $