Pharma Commercial Forecasting Expert for AI Evaluation [Remote]

Evaluate and shape expert-level rubrics and forecasts that analyze commercial drugs and drug-development programs. Work will focus on building and critiquing launch curves, assessing the defensibility of forecast assumptions, and applying those evaluations across a set of drug launches. This is a paid pilot engagement with potential for continued, recurring work for strong contributors.

• Create and critique rubrics used to evaluate commercial drugs and drug-development programs.
• Build or critique launch curves, including uptake, peak share, and trajectory.
• Assess whether commercial forecast assumptions are defensible, covering choice of analogs, ramp profiles, peak estimates, and loss of exclusivity effects.
• Apply the above analyses across the pilot''s set of drug launches, producing consistent, expert judgments.

• US-based pharma commercial or forecasting professional, with experience allowed from pharma sales teams.
• Familiarity with biotech and pharma development programs.
• Proven experience building or critiquing drug launch and uptake models.
• At least 5 years of experience in pharma commercial forecasting, analytics, or strategy.

• Engagement type, hourly.
• Duration approximately 10 to 20 hours total, to be completed over about 1 to 2 weeks.
• Remote work, must be US-based or have demonstrable, deep US-market experience.
• Pilot is paid, with the opportunity for additional work if contributions are strong.

• Rate, 130 to 210 hourly.

• Candidates must be US-based, or demonstrate deep experience in the US pharmaceutical market.
• Open to professionals from pharma commercial, forecasting, analytics, strategy, and qualified pharma sales professionals who meet the experience requirements.