What You'll Work On

- Own pipeline and in-line forecasting workstreams end-to-end; build funnel logic, analog assessments, driver-based movement bridges, and scenario sets using IQVIA/Symphony, ClinicalTrials.gov, claims/RWD, and Excel forecasting frameworks.
- Design switching and persistence logic for incidence-based models; triangulate assumptions using claims/RWD and published benchmarks; diagnose movement by decomposing starts, persistence, and switching.
- Own LOE forecasting workstreams; develop payer and channel redistribution logic; triangulate assumptions using IQVIA/Symphony, pricing benchmarks, and competitive entry trackers.
- Design access integration frameworks for assigned brands; apply payer mix and formulary tier demand adjustment logic using IQVIA Market Access Portal and MMIT/DRG access data.
- Design FvA diagnostic frameworks with bias decomposition and driver attribution; diagnose structural model errors and recommend assumption recalibration.
- Prepare and present client-ready output views connecting forecast movement to commercial implications; deliver clear, implication-led messaging in client review sessions.




- Guide Analyst team members on model mechanics, input quality, and documentation discipline; contribute to SOP updates with delivery learnings.
- Own workstream-level QA; ensure exhibits match model outputs; maintain documentation clarity and version control discipline.

Required Qualifications Competencies

- 2–6 years in pharma forecasting, commercial analytics, or healthcare analytics consulting
- Ability to independently manage and deliver forecasting modules pipeline, in-line, or LOE without step-by-step guidance
- Strong grounding in patient-based modelling, analog assessment, variance diagnostics, and scenario design
- Proficiency in Excel for forecasting model builds; working knowledge of IQVIA and Symphony data products
- Transparent, confident written and verbal communication with the ability to explain complex findings in plain,

business-relevant language

- Degree in Life Sciences, Engineering, Economics, Public Health, or a related analytical field

📌 Forecasting Manager (India)
🏢 Vipsa Talent Solutions
📍 India