Remote Peak Sales Forecasting Expert - AI Trainer ($200-$275 per hour)Mercor • North Richland Hills, Texas, US
Remote Peak Sales Forecasting Expert - AI Trainer ($200-$275 per hour)
Mercor • North Richland Hills, Texas, US
1 day ago
Job type
- Part-time
- Remote
Job description“golden” peak-sales forecasts for representative drug programs and standard prompts. - Define structural checks, scenario logic, and sanity bands for automated forecast evaluations. - Make explicit the heuristics and base-rate assumptions used by experienced forecasters to tell a realistic model from a speculative one. ### Profile : Industry Commercial Forecaster : Director / Sr. Director / VP-level experience in global forecasting, brand planning, or commercial insights . - Built and defended patient-based peak-sales models used in portfolio, BD, or investment contexts. - Familiar with forecasting for multiple drugs or indications , particularly during pre-launch and early commercialization stages. - Can articulate the reasoning behind base-case assumptions (penetration, price, ramp, LOE) and how they evolve post-launch. - Has written or reviewed governance-ready peak-sales models (e.g., for launch committees or investor boards). Market / VC / Buy-side Analyst : Senior biotech equity analyst, VC incubation / BD lead, or company creation expert (e.g., from Third Rock, ARCH, Versant, RTW, Venrock, or similar). - Built patient-level and revenue models used for investment diligence or asset valuation . - Can critique or improve bottoms-up forecasts from an investor’s perspective, identifying optimistic biases and false comparables. ### Experience level ~10–15 years in biotech / pharma forecasting, investment, or commercial strategy roles. - Experience spanning pre-launch forecasts → post-launch actuals for multiple assets. - CV / LinkedIn bullets like “led global forecast for \[drug\],” “responsible for long-range revenue planning and peak-sales scenarios,” or “built patient-based forecasts for portfolio decisions.” - Strong comfort with market modeling logic (TPP inputs → eligible pool → penetration → price / net → ramp + LOE). - Evidence of post-hoc learning — can articulate where real-world results diverged from base-case assumptions. ### Expectations : Inputs we give : Forecast prompts (representative TPPs, analogs, and SoC / pricing / launch assumptions). - Access to anonymized or simulated data sets for building base cases. Expected outputs (per prompt) : Golden Forecast Output : A benchmark-quality peak-sales forecast (peak value, revenue curve by key years) plus a concise narrative (3–5 key drivers, 2–3 downside risks). The output should show how the expert calibrates realistic vs. inflated scenarios. - Forecast Rubric : A structured evaluation framework with critical checks (market structure realism, patient flow logic, analog consistency, regional splits, LOE handling). Should define clear scoring thresholds — e.g., _unacceptable → excellent_. - Know-how Layer : Commentary explaining how experienced forecasters anchor their assumptions : - How they select base rates and analogs. - How they temper over-optimism (payer pushback, access limits, share ceilings). - How they identify when a model’s structure or magnitude is implausible. ### Engagement Model & Compensation Contract / Part-time (Remote) — work flexibly with data science and evaluation teams.
The client’s current peak-sales forecasting framework produces strong numerical outputs and narratives, but requires
- real-world forecast accountability
- — the kind held by people who’ve owned forecasts that drove BD, portfolio, or investment decisions.
We are looking for a senior commercial / forecasting expert to : - Write
Create a job alert for this search
Sales Expert • North Richland Hills, Texas, US
Related jobs
Earn up to $15 / hour + performance bonuses.Outlier, a platform owned and operated by Scale AI, is looking for.If you're passionate about improving models and excited by the future of AI, this is you...Show more Earn up to $15 / hour + performance bonuses.Outlier, a platform owned and operated by Scale AI, is looking for.If you're passionate about improving models and excited by the future of AI, this is you...Show more 
We are looking for a finance professional to join our team to train AI models.You will measure the progress of these AI chatbots, evaluate their logic, and solve problems to improve the quality of ...Show more
What is Uber? Driving with Uber is an alternative to a part-time or full-time job and can get you earning cash on the road quickly.
Driving with Uber allows you to earn quick cash while maintaining ...Show more
FinanceBuzz is looking for everyday people to test-drive some of the most popular online money-making methods.This remote opportunity lets you earn extra income while reviewing real, flexible side ...Show more Earn up to $15 / hour + performance bonuses.Outlier, a platform owned and operated by Scale AI, is looking for.If you're passionate about improving models and excited by the future of AI, this is you...Show more Earn up to $15 / hour + performance bonuses.Outlier, a platform owned and operated by Scale AI, is looking for.If you're passionate about improving models and excited by the future of AI, this is you...Show more 
Product Testers are wanted to work from home nationwide in the US to fulfill upcoming contracts with national and international companies.
We guarantee 15-25 hours per week with an hourly pay of bet...Show more Product Testers are wanted to work from home nationwide in the US to fulfill upcoming contracts with national and international companies.
We guarantee 15-25 hours per week with an hourly pay of bet...Show more 
Remote Opportunity : Link Posting Marketing Rep (No Experience Needed!) Are you self-driven, reliable, and ready to earn from anywhere? We’re looking for motivated individuals to jo...Show more
We are urgently looking for people interested in taking online surveys for Fortune 500 brands.If you are a self-starter, looking for flexible hours throughout the week, this may be for you! Earn up...Show more
Sales Trainer Job Duties : Prepares new sales representatives by conducting orientation t...Show more Product Testers are wanted to work from home nationwide in the US to fulfill upcoming contracts with national and international companies.
We guarantee 15-25 hours per week with an hourly pay of bet...Show more This position is for individuals who want to develop a side income stream while still working full time.You will test different small-scale remote opportunities, learn what works, and grow what pro...Show more Are you looking to earn extra income from the comfort of your home? We're seeking motivated individuals to explore and test a variety of remote side hustle opportunities featured on FinanceBuzz.Thi...Show more 
Job Title Sales Engineer Company Profile Zenwork stands at the forefront of cloud / API-based Tax Automation and Governance, Risk Compliance (GRC) technology, pioneering the future of Tax Tech and GR...Show more
WHEN YOU WORK FOR US, WE WORK FOR YOU.With Titan Medical, you gain access to thousands of travel nursing and allied health jobs across the country.
You also get unmatched service.From the moment you...Show more
Our client is a leading force in advancing safer, smarter AI technology.Their work has been featured in.They’ve built a global community of expert contributors and have already paid out more ...Show more
AI Trainer -Remote Content Reviewer
Outlier • Keller, TX, United States
Remote
Full-time
Last updated: 3 days ago • Promoted
Remote AI Writing Trainer
Outlier • North Richland Hills, TX, United States
Remote
Full-time
Last updated: 3 days ago • Promoted
Remote FinTech Product Analyst - AI Trainer ($50-$60 / hour)
Data Annotation • Burleson, TX, United States
Remote
Full-time +1
Last updated: 30+ days ago • Promoted
Earn Extra Income Driving
Uber • Krum, Texas, United States
Full-time +1
Last updated: 15 days ago • Promoted
Remote Opportunity - Explore Side Hustles & Earn Extra Income
Finance Buzz • Ponder, Texas, US
Remote
Temporary
Last updated: 30+ days ago • Promoted
AI Trainer -Remote AI Writing Specialist
Outlier • Fort Worth, TX, United States
Remote
Full-time
Last updated: 3 days ago • Promoted
AI Trainer -Remote Content QA Reviewer
Outlier • Keller, TX, United States
Remote
Full-time
Last updated: 3 days ago • Promoted
In-Home Product Tester – No Fees, No Experience, $25-$45 / hr
OCPA • Krum, Texas, us
Part-time +1
Last updated: 30+ days ago • Promoted
Remote Product Tester – $45 / hr + Free Products – Start Now!
OCPA • Krum, Texas, us
Remote
Part-time +1
Last updated: 30+ days ago • Promoted
Work from Home / Online Opportunity - Part-time with Flexible Scheduling & No Experience Necessary!
HomeJobFinder • Sanger, TX
Remote
Part-time
Last updated: 11 days ago • Promoted
Remote Consumer Insight Contributor (Hiring Immediately)
Earn Haus • Trophy Club, Texas, US
Remote
Full-time +1
Last updated: 30+ days ago • Promoted
Sales Trainer
TradeJobsWorkForce • 76192 Fort Worth, TX, US
Full-time
Last updated: 30+ days ago • Promoted
Flexible Remote Work – Get Paid to Share Your Opinions on Top Brands
OCPA • Ponder, Texas, us
Remote
Part-time +1
Last updated: 30+ days ago • Promoted
Remote Side Hustle Developer
Finance Buzz • Krum, Texas, US
Remote
Full-time +1
Last updated: 30+ days ago • Promoted
Remote Side Hustle Evaluator - Flexible Online Gig Work
Finance Buzz • Ponder, Texas, US
Remote
Temporary
Last updated: 30+ days ago • Promoted
Sales Engineer
Zenwork • Westlake, TX, US
Full-time
Quick Apply
Last updated: 30+ days ago
Travel - CT Technologist
Titan Medical Group • Sanger, TX, US
Full-time
Last updated: 30+ days ago • Promoted
Engineer
Quality Talent Group • North Richland Hills, Texas, United States
Full-time
Quick Apply
Last updated: 9 days ago