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Data Analysis
Human Data Analyst
@Prolific
[Hiring] Human Data Analyst @Prolific
Apr 04, 2025 - Prolific is hiring a remote Human Data Analyst. 💸 Salary: competitive salary. 📍Location: UK.
This description is a summary of our understanding of the job description. Click on 'Apply' button to find out more.
Role Description
This role involves being a Human Data Analyst within our Human Data Team with specific expertise in building forecast and tracking models in Google Sheets. You will play a critical role in building the pricing infrastructure and forecasting capability that powers Prolific’s specialized human data supply.
- Shape how we model and scale participant acquisition and engagement across global channels.
- Drive efficiency, performance, and strategic decision-making at the heart of our business.
- Design and build dynamic pricing models.
- Forecast demand and supply across acquisition pipelines.
- Collaborate with data and ops teams to structure work for long-term integration into our data warehouse.
- Enable better planning and scaling across our AI-focused delivery efforts.
- Influence financial and operational strategy.
Qualifications
- 4+ years in an operations, strategy, or data analyst role with direct ownership of pricing, forecasting, or workforce planning models.
- Expert-level proficiency in Google Sheets or Excel, including array formulas, pivot tables, query functions, automation via Apps Script, and complex modeling logic.
- Strong SQL skills, with a track record of integrating model inputs/outputs with broader data infrastructure.
- Proven ability to design, implement, and scale bespoke models and tools in ambiguous or greenfield environments.
- Excellent written and verbal communication skills, with confidence in presenting insights to leadership.
- Highly organized with strong attention to detail and a bias toward action and iteration.
Requirements
- Experience in crowdsourcing, human data platforms, or participant/marketplace operations.
- Familiarity with supporting AI/ML lifecycle projects, including domain-specific recruitment or task curation.
- Understanding of data warehousing platforms (e.g., Redshift, Snowflake).
- Experience in fast-paced environments where speed, clarity, and flexibility are essential.
What you’ll be doing in the role
-
Strategic Planning & Enablement:
- Take ownership of pricing, forecasting, and resource modeling across Prolific’s human data channels.
- Develop frameworks to assess ROI across acquisition efforts and inform strategic investment decisions.
- Work directly with the COO and functional leads to align forecasting models with company-level planning and budget assumptions.
- Lead operational readiness initiatives by developing repeatable, scalable templates and tools.
- Present insights to executive stakeholders and adjust models based on feedback and evolving needs.
-
Forecasting, Modeling & Data Infrastructure:
- Build dynamic Google Sheets (or Excel) models to project participant supply, pricing, and engagement costs across different acquisition channels.
- Apply scenario analysis to model key variables such as hourly rates, incentives, onboarding time, and conversion rates.
- Use SQL to extract data from internal systems to validate assumptions, power models, and ensure consistency with business metrics.
- Fine-tune model outputs for seamless upload to our data warehouse, working in close collaboration with our data team.
- Create clear documentation and training materials to ensure adoption and scalability of tools across teams.
-
Operational Execution & Continuous Improvement:
- Partner with acquisition, onboarding, and support teams to ensure pricing and supply forecasts are grounded in operational reality.
- Act as a bridge between strategy and operations — turning ambiguous goals into actionable, data-backed roadmaps.
- Identify inefficiencies in current modeling, planning, or reporting processes and propose improvements.
- Contribute to the creation of live dashboards, automated reporting workflows, and model health checks.
- Support project tracking and measurement of outcomes through rigorous data analysis and performance reviews.
Benefits
- Competitive salary
- Benefits
- Remote working within our impactful, mission-driven culture
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| 📍 | Be aware of the location restriction for this remote position: UK |
| ‼ | Beware of scams! When applying for jobs, you should NEVER have to pay anything. Learn more. |
Back to Remote jobs >
Data Analysis
Data Analysis
|
Salary
💸
competitive salary
|
Remote
Location
UK
|
|
Job Type
contract
|
Posted
Apr 04, 2025
|
️
| 📍 | Be aware of the location restriction for this remote position: UK |
| ‼ | Beware of scams! When applying for jobs, you should NEVER have to pay anything. Learn more. |
