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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Expertise in managing data science teams and delivering analytics solutions using AI/ML and statistical models, with a strong focus on healthcare data and business insights. Proficient in developing and deploying data analytics automation within cloud environments and CI/CD frameworks.
Highest-signal resume keywords
AI/ML Model DevelopmentSQL ProficiencyPython ProgrammingData Analytics AutomationHealthcare Data Familiarity
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Statistical ModelingPredictive ModelingSentiment AnalysisMarketing Mix ModelingExperimental DesignData VisualizationMachine Learning ApplicationsTreatment-Line-Of-Therapy ModelingPatient Journey AnalysisHCP Prioritization
Soft Skills
Effective CommunicationAnalytical CuriosityTeamworkCollaborative PartnershipsBusiness Acumen
Tools & Technologies
DatabricksSnowflakeCI/CD FrameworksVisualization ToolsCloud Compute Environments
Certifications & Qualifications
Master's DegreePhD
Industry Keywords
OncologyReal World DataClaims DataPatient Unmet NeedsHCP Prescribing Patterns
Tech Stack
Tools & technologiesCloudPySparkPythonSnowflakeSQL
About the role
Key responsibilities & impact- Manage a team of 2–4 data scientists and engineers
- Develop and deliver analytics and insights using AI/ML and statistical models for the US commercial oncology business
- Support customer segmentation, brand performance reporting, predictive patient modeling, propensity score modeling, sentiment analysis, marketing mix modeling, omnichannel analytics, resource allocation, budget optimization, and experimental design analyses
- Develop, deploy, maintain, and monitor data analytics automation in enterprise data platforms within a CI/CD framework
- Work with commercial business reporting owners to develop agent-based AI tools for analytics automation, insight delivery, visualization, and data interrogation
- Identify data science opportunities to uncover patient unmet needs and HCP prescribing patterns
- Contribute to GSK’s data science community, best practices, and organizational data science literacy
- Build stakeholder trust and drive data-driven decisions through engagement, analytics expertise, learning, and business knowledge
- Establish project plans, gather inputs, and deliver milestones according to plan
- Collaborate on cross-matrix teams and provide subject matter expertise
- Use storytelling and visualizations to communicate data-driven recommendations to business partners and analytics teams
Requirements
What you’ll need- Master's or PhD in statistics, mathematics, engineering or related analytical field
- 5+ years of experience applying analytics and statistical skills in a business setting
- 3+ years of professional experience with analytics tools/languages and visualization tools
- Experience with SQL, Python, PySpark, and visualization tools
- Experience working in cloud compute environments and Databricks or Snowflake data platforms
- Experience coding statistical and ML models
- Experience developing and deploying AI agentic processes
- Proactively identify areas for analysis, including potential machine learning applications, and contribute to problem-solving
- Enthusiasm for leveraging Real World Data
- Analytical curiosity to develop innovative solutions to complex problems
- Effective communication and strong business acumen
- Understanding of business needs and ability to develop appropriate solutions
- Teamwork and strong collaborative partnerships
- Familiarity with healthcare-related datasets, such as claims data (e.g., IQVIA, Komodo Health)
- Experience with treatment-line-of-therapy modeling, patient journey analysis, and HCP prioritization
Benefits
Comp & perks- Comprehensive benefits program for US employees
- Accommodation or other assistance to apply
- Equal opportunity employment
