Director, Analytics Standards & Impact Measurement
工作标题：分析标准与影响测量总监职位：远程位置 （美国）,远程，美国工作地点类型：远程工作合同类型：全日制工作资深级别：工作身份证 REQ-10074001 Jul 28, 2026 USA 可用在：英语摘要诺瓦蒂斯有了一个令人兴奋的机会为一个总监，分析标准和影响测量。这个角色负责制定企业范围内的标准高级人工智能，ML 和数据科学严格性，定义测量框架，并定量商业分析和 AI 倡议的所有业务的影响跨商业分析。通过确保分析产品，无论是由专家数据科学家或公民数据科学家使用自助服务平台构建的，都符合 AI/ML 有效性，监管合规和业务价值最高标准，该董事能够在衡量和传达分析投资回报时实现规模上的民主化，可靠的分析。此职位可以远程基于美国任何地方 （根据法人可能会有某些限制）.请注意，这一角色不会提供迁移。工作时间和旅行 （国内和/或国际）的预期将由招聘经理定义。本职位需要20%的出差。关于角色关键责任 · 在企业范围内定义嵌入自助分析平台中的 AI,ML 和数据科学标准，确保公民数据科学家自动遵循严格的方法。·建立模型验证协议，测试框架和质量门用于预测模型和人工智能解决方案的自动化工作流程。·为常见使用案例创建标准化的方法 （患者预测模型，HCP 定位，驱动程序分析）可以为公民数据科学者进行模板。· 制定企业范围内的分析影响测量框架，包括升降分析，ROI 计算，增长度测量和商业价值评估。·执行企业级的影响测量研究以定量分析倡议的商业价格并向领导层报告季度/年度 ROI. · 从自助服务平台建立 AI/ML 模型生产准备标准，包括质量门，文档要求和批准工作流程。·确保所有人工智能，ML 和数据科学产品符合监管要求 （HIPAA,GDPR,促销审查）并与法规，ERC 和医疗阿菲合作。
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Job Title: Director, Analytics Standards & Impact Measurement
Job Location: Remote Position (USA), Remote, US
Job Location Type: Remote
Job Contract Type: Full-time
Job Seniority Level:
Job ID REQ-10074001
Jul 28, 2026
USA
Available in: English
Summary
Novartis has an exciting opportunity for a Director, Analytics Standards & Impact Measurement. This role is responsible for establishing enterprise-wide standards for advanced AI, ML, and data science rigor, defining measurement frameworks, and quantifying the business impact of all analytics and AI initiatives across Commercial Analytics. By ensuring that analytics outputs, whether built by expert data scientists or citizen data scientists using self-serve platforms, meet the highest standards of AI/ML validity, regulatory compliance, and business value, this director enables democratized, trustworthy analytics at scale while measuring and communicating the return on analytics investments.
This position can be based remotely anywhere in the U.S. (there may be some restrictions based on legal entity). Please note that this role would not provide relocation as a result. The expectation of working hours and travel (domestic and/or international) will be defined by the hiring manager. This position will require 20% travel.
About the Role
Key Responsibilities
- Define enterprise-wide AI, ML, and data science standards embedded into self-serve analytics platforms, ensuring citizen data scientists follow rigorous methodologies automatically.
- Establish model validation protocols, testing frameworks, and quality gates built into automated workflows for predictive models and AI solutions.
- Create standardized methodologies for common use cases (patient predictive models, HCP targeting, driver analysis) that can be templatized for citizen data scientists.
- Define enterprise-wide frameworks for measuring analytics impact including lift analysis, ROI calculation, incrementality measurement, and business value assessment.
- Execute enterprise-level impact measurement studies to quantify business value of analytics initiatives and report quarterly/annual ROI to leadership.
- Establish production-readiness criteria for AI/ML models from self-serve platforms, including quality thresholds, documentation requirements, and approval workflows.
- Ensure all AI, ML, and data science outputs meet regulatory requirements ( HIPAA, GDPR, promotional review) and partner with Legal, ERC, and Medical Affairs on governance.
- Monitor outputs from self-serve platforms, conduct model audits, and provide feedback to platform teams on quality improvements.
Essential Requirements
- Advanced degree in Data Science, Machine Learning, Statistics, or related quantitative field; or bachelor’s degree with 10+ years relevant experience.
- 10+ years of experience in data science, machine learning, advanced analytics, or AI development.
- 5+ years of leadership experience setting AI/ML standards and measuring impact in commercial pharma or healthcare.
- Expert knowledge of advanced analytics methodologies: machine learning, causal inference, experimental design, predictive modeling, AI validation.
- Deep knowledge of pharmaceutical analytics and regulatory environment for AI/ML applications.
- Proficiency in data science/AI programming and AI/ML platforms.
- Proven ability to influence without direct authority and drive adoption of AI/ML standards across diverse teams.
- Exceptional communication skills; ability to translate complex AI/ML concepts for business audiences and executives.
Preferred Qualities
- Experience with self-serve analytics and AI platforms and embedding governance into automated workflows.
- Strong business acumen with ability to measure and communicate ROI of AI/ML initiatives to C-suite.
- Systems thinker who can balance AI/ML rigor with practical business needs and timelines.
- Experience building communities of practice and enabling citizen data scientists in AI/ML development.
The salary for this position is expected to range between $194,600 and $361,400 per year.
The final salary offered is determined based on factors like, but not limited to, relevant skills and experience, and upon joining Novartis will be reviewed periodically. Novartis may change the published salary range based on company and market factors.
Your compensation will include a performance-based cash incentive and, depending on the level of the role, eligibility to be considered for annual equity awards.
US-based eligible employees will receive a comprehensive benefits package that includes health, life and disability benefits, a 401(k) with company contribution and match, and a variety of other benefits. In addition, employees are eligible for a generous time off package including vacation, personal days, holidays and other leaves
Why Novartis: Helping people with disease and their families takes more than innovative science. It takes a community of smart, passionate people like you. Collaborating, supporting and inspiring each other. Combining to achieve breakthroughs that change patients’ lives. Ready to create a brighter future together?
Benefits and Rewards: Learn about all the ways we’ll help you thrive personally and professionally.
Read our handbook (PDF 30 MB)
EEO Statement:
The Novartis Group of Companies are Equal Opportunity Employers. We do not discriminate in recruitment, hiring, training, promotion or other employment practices for reasons of race, color, religion, sex, national origin, age, sexual orientation, gender identity or expression, marital or veteran status, disability, or any other legally protected status.
Accessibility & Reasonable Accommodations
The Novartis Group of Companies are committed to working with and providing reasonable accommodation to individuals with disabilities. If, because of a medical condition or disability, you need a reasonable accommodation for any part of the application process, or to perform the essential functions of a position, please send an e-mail to [email protected] or call +1(877)395-2339 and let us know the nature of your request and your contact information. Please include the job requisition number in your message.
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