- Страна
- США
- Зарплата
- 190 000 $ – 210 000 $
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Senior Data Scientist II
Оценка ИИОтличная вакансия в социально значимой сфере с прозрачной вилкой зарплаты и сильным пакетом льгот. Высокий уровень влияния на продукт и удаленный формат работы делают ее крайне привлекательной.
Сложность вакансии
Оценка ИИРоль требует высокого уровня ответственности, включая менторство и определение стратегии целого домена. Необходим глубокий опыт как в классической статистике (A/B тесты, регрессии), так и в деплое ML-моделей.
Анализ зарплаты
Оценка ИИПредлагаемая зарплата в $190k - $210k полностью соответствует рыночным стандартам для уровня Senior II / Lead Data Scientist в США, особенно в секторе HealthTech. Она находится в верхнем сегменте медианы для удаленных позиций.
Сопроводительное письмо
I am writing to express my strong interest in the Senior Data Scientist II position at Alma. With over 6 years of experience in product analytics and machine learning, I have a proven track record of optimizing conversion funnels and building recommendation systems that directly impact business growth. My background in statistical analysis and A/B testing aligns perfectly with your mission to enhance the client-provider matching experience.
In my previous roles, I have successfully led cross-functional initiatives, turning ambiguous product questions into data-driven solutions. I am particularly drawn to Alma's mission of making mental health care more accessible and affordable. I am confident that my expertise in SQL, Python, and causal inference, combined with my experience mentoring junior scientists, will allow me to contribute significantly to your Data Science team and help scale your impact across the country.
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Описание вакансии
Alma is on a mission to simplify access to high-quality, affordable mental health care. We do this by making it easy and financially rewarding for therapists to accept insurance and offer in-network care. When a provider joins Alma, they gain access to a suite of tools that not only help them better run their business, but also grow it sustainably and develop as a provider. Alma is available in all 50 states, with over 20,000 therapists in our growing network. Anyone looking for a therapist can browse Alma’s free directory. Alma has raised $220.5M in funding from Insight Partners, Optum Ventures, Tusk Venture Partners, Primary Venture Partners, First Round Capital, Sound Ventures, BoxGroup, Cigna Ventures, and Rainfall Ventures. Alma was also named one of Inc’s Best Workplaces in 2022 and 2023.
Senior Data Scientist II
The Data Science team is integral to Alma's mission, utilizing data to inform business strategy and drive product innovations. We are seeking a Senior Data Scientist II in the Client Experience domain, focusing on helping clients connect with the right providers. You will leverage your expertise in analytics, experimentation, and AI/ML to address complex challenges including conversion funnel optimization, search ranking, and client-provider matching. As the lead data scientist in this domain, you will own the execution of key strategic initiatives and mentor other data scientists on the team. This is a highly cross-functional position, requiring close collaboration with Product, Engineering, and Marketing stakeholders to define the strategy and roadmap for the Client Experience domain.
What you’ll do:
- Define Data Science strategy and priorities in the Client Experience domain
- Generate product insights through statistical and causal analysis
- Design, execute, and analyze A/B testing experiments to validate product hypotheses
- Develop AI/ML applications to enhance client experience
- Proactively identify opportunities to improve client conversion and marketing efficiency
- Define metrics and OKRs that align team output to company goals
- Advise senior leadership on key strategic decisions
- Communicate technical insights effectively to influence decision-making
- Champion a data-driven decision culture
- Mentor junior data scientists
Who you are:
- You have 4-8 years of experience as a data scientist or product analyst supporting product development.
- You have a Master’s degree in a relevant quantitative field (e.g. data science, statistics, economics, operations research) or equivalent in industry experience
- You are an expert in SQL.
- You are proficient in either Python or R for data analysis.
- You have extensive experience applying statistical analysis (e.g. hypothesis testing and regression analysis) to draw trustworthy conclusions from data.
- You are experienced in designing and analyzing A/B testing experiments.
- You have developed and deployed AI/ML applications that led to measurable business impact.
- You have a proven track record of driving cross-functional initiatives from end to end and delivering significant impact.
- You can turn ambiguous business problems into clearly defined data science solutions.
- You thrive in a cross-functional environment and are comfortable managing a diverse group of stakeholders.
- You are an effective communicator - you drive consensus and influence others to take action by communicating your analytical insights convincingly, and can produce executive-ready documents and presentations.
- You are results-driven and passionate about building great products, with a proven track record of taking projects from inception to launch.
Benefits:
- We’re a remote-first company
- Health insurance plans through Aetna (medical and dental) and MetLife (vision), including FSA and HSA plans
- 401K plan (ADP)
- Lifestyle Spending Account for health, wellness, and family care
- Monthly co-working space membership stipend
- Monthly work-from-home stipend
- Financial wellness benefits through Northstar
- Pet discount program through United Pet Care
- Financial perks and rewards through PerkSpot
- EAP access through Aetna
- One-time home office stipend to set up your home office
- Inclusive family and medical leave plans
- 12 paid holidays and 1 Alma Give Back Day
- Flexible PTO
Salary Band: $190,000 - $210,000
All Alma jobs are listed on our careers page. We do not use outside applications or automated text messaging in our recruiting process. We will not ask for any sensitive financial or identification information throughout the recruiting process. Any communication during the recruitment process, including interview requests or job offers, will come directly from a recruiting team member with a helloalma.com email address.
Learn more about how Alma handles applicant data by reading Alma's Applicant Privacy Notice.
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Навыки
- SQL
- Python
- R
- Statistics
- A/B Testing
- Machine Learning
- Regression Analysis
- Hypothesis Testing
- Causal Analysis
Возможные вопросы на собеседовании
Вакансия сфокусирована на Client Experience и поиске провайдеров. Важно понимать, как кандидат будет улучшать ранжирование.
Как бы вы подошли к разработке системы ранжирования терапевтов в поиске, чтобы максимизировать вероятность успешного подбора для клиента?
Компания активно использует A/B тестирование для проверки гипотез. Кандидат должен уметь справляться со сложными случаями.
Расскажите о случае, когда результаты A/B теста были неоднозначными. Как вы интерпретировали данные и какое решение в итоге приняли?
Роль Senior II предполагает лидерство и работу с неопределенностью.
Опишите процесс, как вы превращаете абстрактную бизнес-цель (например, 'улучшить конверсию') в конкретную дорожную карту DS-проектов.
Упоминается работа с воронкой конверсии и маркетинговой эффективностью.
Какие методы причинно-следственного вывода (causal inference) вы бы использовали для оценки влияния маркетинговой кампании на долгосрочное удержание клиентов?
Позиция подразумевает менторство.
Как вы подходите к код-ревью и проверке методологии в работах менее опытных коллег, чтобы обеспечить высокое качество и при этом способствовать их росту?
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- Страна
- США
- Зарплата
- 190 000 $ – 210 000 $