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GSK

Develops medicines, vaccines, and consumer health

Medical Campaign Analytics Manager

Data SciencePosted on Nov 10
Full-timeDurham, NC, USANo salary listedHybrid

About the Job

Requirements

  • A bachelor's degree in Data Science, Data Analytics, or a related field is required.
  • At least 3 years of experience in a stakeholder-facing analytics role is required.
  • Python development skills, including functions, classes, model training, and validation, are preferred.
  • SQL skills, including complex, multi-part queries, are preferred.
  • Working fluency in back-end software development concepts and vocabulary sufficient to engage credibly with engineering and platform architecture partners is preferred.
  • Experience with agentic artificial intelligence frameworks and architecture is preferred.
  • Modeling and data science experience spanning multiple categories is preferred, including predictive modeling, natural language processing, causal modeling, and simulation.
  • Ability to explain modeling approaches, assumptions, and limitations to nontechnical audiences is required.
  • Ability to translate business questions into analytical problems and analytics outputs into business implications is required.
  • Ability to tailor messages to executive, technical-partner, and core-business audiences is required.
  • Ability to understand and articulate how model outputs feed into downstream business decisions or processes is required.
  • Ability to identify the decision being supported and design the analytical approach around that decision is required.
  • Ability to quantify or articulate the business value or risk associated with an approach or methodology is required.
  • Ability to build rapport, trust, and strong partnerships with Medical Affairs stakeholders is required.
  • Ability to provide clarity and support throughout a project's lifecycle is required.
  • Ability to push back constructively when a request cannot be met is required.
  • Ability to understand the scope and complexity of a business problem or opportunity is required.
  • Ability to design solutions appropriate to the opportunity's scale without over- or under-engineering is required.
  • Ability to sequence work appropriately across competing priorities and demands is required.
  • Ability to work effectively with cross-functional partners outside of Insights & Analytics, including Digital & Tech, Commercial, and Data Strategy, is required.
  • Ability to prioritize outcomes that benefit the enterprise beyond the assigned therapeutic area is required.
  • Ability to understand cross-functional partners' constraints and expectations while maintaining clarity about those of the core team and stakeholders is required.

Responsibilities

  • Recommend appropriate metrics and key performance indicators for medical campaigns, with ambitious but achievable targets, in partnership with MCST, Field S&O, Medical Directors, and MALs.
  • Evaluate past campaign performance to inform investment decisions, including whether to repeat a campaign type and what to change if repeated.
  • Compare campaign options directly and advise stakeholders on which approach is more likely to perform.
  • Diagnose bottlenecks and drop-off points in the customer journey or medical educational funnel.
  • Assess individual customers' positions in their educational journeys based on available signals.
  • Identify ways for Field teams to use cross-channel engagement signals to inform whom to engage and how.
  • Partner with the Insights team to connect execution KPIs to the customer insights that explain them.
  • Partner with the MUN Analytics team to connect early execution indicators to ultimate patient impact.
  • Partner with Commercial I&A counterparts to share best practices and approaches appropriately.
  • Build and maintain close working relationships with MCSTs, Field S&O, Medical Directors, and MALs within the assigned therapeutic area.
  • Develop and maintain analytics models, and make tactical and measurement recommendations based on expert interpretation and analysis.

Desired Qualifications

  • 5–10 years of experience in analytics roles.
  • At least 2 years of technical project leadership experience.
  • At least 2 years of direct engagement with business stakeholders.
  • At least 2 years of experience working with Medical Affairs.
  • At least 2 years of multichannel or omnichannel campaign analytics experience.
  • A master's degree in Data Science, Data Analytics, or a related field.
  • Predictive modeling experience, including linear and logistic regression, decision trees, random forests, support vector machines, k-nearest neighbors, time-series modeling, and neural networks.
  • Natural language processing experience, including latent Dirichlet allocation, term frequency-inverse document frequency, transformers, long short-term memory networks, Word2Vec, and retrieval-augmented generation.
  • Causal modeling experience, including A/B testing, propensity scoring, regression, uplift modeling, and Bayesian inference.
  • Simulation experience, including Monte Carlo methods, agentic modeling, bootstrapping, resampling, and Markov chains.

About the Company

GSK

Develops medicines, vaccines, and consumer health

GSK is a global healthcare company focused on three main areas: Pharmaceuticals, Vaccines, and Consumer Healthcare. It develops medicines, vaccines, and consumer health products to improve health outcomes worldwide. Its products address diseases in respiratory, HIV, oncology, and immuno-inflammatory areas; vaccines for influenza, shingles, and COVID-19; and over-the-counter wellness products. The company relies on substantial R&D and strategic partnerships to bring new products to market and to address health needs. Revenues come from sales of medicines, vaccines, and consumer health items, often complemented by patient support programs and collaborations with governments and biotech partners.

Company size
10,001+
Company stage
IPO
Headquarters
London, United Kingdom
Founded
1891

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