Director, Analytics Standards & Impact Measurement

Novartis

Confirmed live 2 days ago High trust
Remote

Quick summary

Work type
Remote
Location
Remote
Salary
$194,600–$361,400 / yr
Posted
45 days ago
Freshness
Confirmed live 2 days ago

Market check

Salary context

Above market

How this pay compares to similar roles

Similar $232k
This role $278k
$152k most similar roles pay here $384k

This role pays more than 82% of similar roles. Most pay $193,830–$269,175 — the shaded band above. At the midpoint, this role pays about $278k versus about $232k for comparable roles.

Based on 239 similar postings.

Employer

About Novartis

Novartis is a global biopharmaceutical company that researches, develops, manufactures, and markets prescription drugs in areas including oncology, immunology, neuroscience, and cardiology. Industry: Biopharmaceuticals

Novartis currently has 26 open roles on FindRole.

Listed pay typically runs $194,600–$361,400 across 26 roles with salary data.

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View all roles at Novartis

At a glance

TL;DR · Director, Analytics Standards & Impact Measurement

The Director, Analytics Standards & Impact Measurement joins the Commercial Analytics team to establish enterprise-wide standards for advanced AI, machine learning, and data science. This role focuses on defining measurement frameworks, establishing model validation protocols, and creating standardized methodologies for common use cases like patient predictive models and HCP targeting. The individual will build automated workflows with quality gates, ensure regulatory compliance including HIPAA and GDPR, and conduct impact studies to quantify the return on investment for analytics initiatives. Key requirements include expertise in causal inference, experimental design, and predictive modeling, alongside proficiency in data science programming and AI platforms. The role addresses the challenge of providing trustworthy, democratized analytics at scale by balancing technical rigor with business value within a complex pharmaceutical regulatory environment to ensure all outputs meet high quality thresholds and production-readiness criteria.

What you'll do

  • Establish enterprise-wide standards for AI, machine learning, and data science rigor across all analytics platforms.
  • Develop model validation protocols, testing frameworks, and quality gates for automated predictive models.
  • Create standardized methodologies and templates for common use cases like patient modeling and HCP targeting.
  • Define frameworks to measure the business impact of analytics initiatives, including lift analysis and ROI calculations.
  • Execute large-scale studies to quantify and report the return on investment for analytics projects to leadership.
  • Set production-readiness criteria for AI models, including quality thresholds and documentation requirements.
  • Ensure all data science outputs comply with regulatory requirements such as HIPAA and GDPR.
  • Monitor self-serve platform outputs and conduct model audits to drive continuous quality improvements.

What we're looking for

  • Advanced degree in Data Science, Machine Learning, Statistics, or a related quantitative field.
  • Bachelor's degree with 10+ years of relevant 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 machine learning, causal inference, experimental design, predictive modeling, and AI validation.
  • Deep knowledge of pharmaceutical analytics and the regulatory environment for AI/ML applications.
  • Proficiency in data science/AI programming and AI/ML platforms.
  • Proven ability to influence without direct authority and communicate complex AI/ML concepts to business audiences.

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