Director, Analytics Standards – Impact Measurement

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🕒 Julho 28

🇺🇸 Estados Unidos – Remoto (EUA)

💵 $194.600 - $361.400 / ano

⏰ Tempo Integral

🔴 Especialista

👔 Diretor

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Novartis

SiteLinkedInTodas as Vagas

10.000+ funcionários

Fundada em 1996

🏥 Saúde

💼 Consultoria

🏭 Manufatura

Healthcare • Consulting • Manufacturing

A Novartis é uma empresa de medicamentos inovadores dedicada a reimaginar a medicina para melhorar e prolongar a vida das pessoas. Com presença junto a mais de 250 milhões de pacientes no mundo, a Novartis concentra-se em aproveitar avanços científicos para desenvolver tratamentos transformadores e de alto valor em áreas como doenças cardiovasculares, renais e metabólicas, imunologia, neurociência e oncologia. A empresa é comprometida com a diversidade, a equidade e a inclusão, e busca gerar impacto positivo por meio de contribuições para a sociedade e iniciativas de sustentabilidade ambiental. Além disso, a Novartis participa de colaborações de pesquisa e adota plataformas tecnológicas modernas para avançar suas capacidades de P&D, consolidando-se como líder no setor global de saúde.

Descrição

• 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

🎯 Requisitos

• 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

🏖️ Benefícios

• Health, life and disability benefits • 401(k) with company contribution and match • Variety of other benefits • Generous time off package including vacation, personal days, holidays and other leaves