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- США
- Зарплата
- 140 000 $ – 160 000 $
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Senior Manager, Field Optimization & Analytics
Привлекательная позиция в растущей биофармацевтической компании с конкурентной зарплатой, бонусами и опционами. Четко определенные задачи и работа в Нью-Йорке делают вакансию отличным вариантом для экспертов в Pharma Analytics.
Сложность вакансии
Высокая сложность обусловлена требованием глубоких знаний в области линейного программирования, машинного обучения и специфических фармацевтических данных (IQVIA/Symphony). Роль требует редкого сочетания навыков Senior Data Scientist и эксперта по коммерческим операциям.
Анализ зарплаты
Предлагаемый диапазон $140k-$160k соответствует рыночным стандартам для Senior Manager в области коммерческой аналитики в Нью-Йорке, хотя для кандидатов с PhD и глубоким ML-опытом верхняя граница может быть выше.
Сопроводительное письмо
I am writing to express my strong interest in the Senior Manager, Field Optimization & Analytics position at Axsome Therapeutics. With over six years of experience in pharmaceutical sales operations and a deep technical background in building optimization engines, I am eager to contribute to the evolution of your Next Best Action capabilities. My expertise in developing linear optimization models to balance promotional activities across multi-brand portfolios aligns perfectly with Axsome's current commercial trajectory.
In my previous roles, I have successfully utilized SQL, Python, and advanced Excel to transform complex IQVIA and Symphony data into actionable HCP segmentation and resource allocation strategies. I am particularly drawn to Axsome’s mission of addressing critical gaps in CNS care and would welcome the opportunity to implement a continuous test-and-learn framework that maximizes both profitability and customer engagement. I am confident that my ability to bridge the gap between technical modeling and strategic business insights will be a significant asset to your Commercial Operations team.
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Откликнитесь в axsometherapeutics уже сейчас
Присоединяйтесь к Axsome Therapeutics в Нью-Йорке и станьте архитектором инновационных стратегий в области коммерческой аналитики CNS!
Описание вакансии
Axsome Therapeutics is a biopharmaceutical company leading a new era in the treatment of central nervous system (CNS) conditions. We deliver scientific breakthroughs by identifying critical gaps in care and develop differentiated products with a focus on novel mechanisms of action that enable meaningful advancements in patient outcomes. Our industry-leading neuroscience portfolio includes FDA-approved treatments for major depressive disorder, excessive daytime sleepiness associated with narcolepsy and obstructive sleep apnea, and migraine, and multiple late-stage development programs addressing a broad range of serious neurological and psychiatric conditions that impact over 150 million people in the United States. Together, we are on a mission to solve some of the brain’s biggest problems so patients and their loved ones can flourish. For more information, please visit us at www.axsome.com and follow us on LinkedIn and X.
About This Role
Axsome Therapeutics is seeking a Senior Manager, Digital Centric Commercialization (DCC) Analytics and Operations to lead the evolution of our Next Best Action capabilities and manage exponentially increased complexity from our multi-brand, multi-team commercial portfolio. This highly technical role requires expertise in machine learning, optimization algorithms, and commercial analytics to transition DCC Intelligence from static, single-model suggestions to a continuous test-and-learn framework. The position is critical for implementing multi-team optimization that allocates promotional activities across overlapping sales forces to maximize profitability while avoiding customer fatigue.
This role is based at Axsome’s HQ in New York City with an on-site requirement of at least three days per week. We are unable to consider candidates who are looking for fully remote roles.
Job Responsibilities and Duties include, but are not limited to, the following:
- Build linear optimization engine that allocates promotional calls across multiple teams to overlapping HCP targets.
- Develop objective functions maximizing expected revenue while incorporating constraints including call capacity, contact limits, customer fatigue thresholds, and strategic imperatives; responsible for managing this process on a quarterly basis
- Design and implement continuous test-and-learn framework for Next Best Action (NBA) suggestions that include business rules, ML models, and hybrid approaches
- Design comprehensive DCC performance dashboard with leading and lagging indicators
- Develop suite of advanced predictive models including HCP propensity to prescribe, churn risk etc.
- Create ad hoc analyses to identify field execution opportunities and commercial optimization insights based on CRM engagement data, promotional response patterns, and secondary data sources (IQVIA/Symphony)
- Support Sales leadership in the organization and coordination of National Sales Meetings, Manager Meetings, and Period-of-Action (POA) planning sessions
Requirements / Qualifications
- BS/MS/PhD in Engineering, Physics, Applied Physics, Statistics, Computer Science, or related quantitative field strongly preferred
- 6 years of sales operations experience in the pharmaceutical or biotech industry (which may include work as a consultant or supplier to the industry)
- Expert-level SQL skills for complex queries, joins, and data manipulation.
- Advanced proficiency in Python (pandas, numpy) or R for data analysis and modeling
- Advanced Excel capabilities including VBA/macros, Power Query, Power Pivot, and complex formula design
Experience, Knowledge and Skills
- Strong understanding of key pharmaceutical data sources (IQVIA, Symphony, claims data) and data structures to produce actionable insights
- Excellent written and verbal communication skills with ability to translate complex technical concepts into clear business insights for all organizational levels
- Experience in hcp segmentation, targeting and resource allocation.
Salary & Benefits
The anticipated salary range for this role is $140,000 - $160,000. We encourage candidates of all levels to apply as there may be flexibility on final job title and responsibilities. The salary offer will be based on a variety of factors, including experience, qualifications, internal equity and location. Axsome offers a competitive employment package that includes an annual bonus, significant equity and a generous benefits package.
Axsome is committed to equal employment opportunity and providing reasonable accommodations to applicants with physical and/or mental disabilities. We value and encourage diversity and solicit applications from all qualified applicants without regard to race, color, gender, sex, age, religion, creed, national origin, sexual orientation, gender identity, ancestry, citizenship, marital status, physical or mental disability, medical condition, veteran status, genetic information, or any other characteristic protected by federal, state, or local law.
Axsome Therapeutics does not accept unsolicited resumes from recruiters or third-party recruitment agencies and will not pay placement fees for unsolicited candidates that are sent to hiring managers, the HR team or other Axsome team members. Only approved vendors who have been explicitly asked to support a specific search will receive access to our Applicant Tracking System to submit candidates for consideration.
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Навыки
- CRM
- Excel
- Python
- NumPy
- Pandas
- Machine Learning
- SQL
- R
- Power Query
- VBA
- Power Pivot
- Optimization Algorithms
- Commercial Analytics
- IQVIA
- Symphony Health
Возможные вопросы на собеседовании
Проверка технического опыта в создании ключевого инструмента, указанного в описании.
Опишите ваш опыт построения движка линейной оптимизации для распределения ресурсов между несколькими отделами продаж. Какие ограничения вы учитывали?
Оценка понимания специфики фармацевтического рынка и работы с внешними данными.
Как вы интегрируете данные IQVIA или Symphony в модели прогнозирования склонности HCP к назначению препаратов?
Проверка способности внедрять современные аналитические подходы.
Как бы вы спроектировали систему 'Next Best Action' (NBA), чтобы она перешла от статических правил к динамическому циклу тестирования и обучения?
Оценка навыков управления данными и технического стека.
Расскажите о самом сложном SQL-запросе или Python-скрипте, который вы разработали для манипуляции данными CRM. Какую бизнес-задачу он решал?
Проверка коммуникативных навыков и умения работать с руководством.
Приведите пример, когда вам нужно было объяснить сложную математическую модель топ-менеджменту отдела продаж. Как вы обеспечили понимание и принятие ваших выводов?
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