GTM Analytics Lead owning revenue data models, metrics, and Sales BI. Powering decisions for ButterflyMX’s smartphone - based building access platform.
About the role
- Data Scientist at Clipwire Games developing models for game systems and data pipelines. Collaborating with product and development teams for analytics and insights.
Responsibilities
- Develop statistical models and simulation frameworks to evaluate game systems such as progression, rewards, and in-game economies.
- Build and maintain scalable data pipelines, datasets, and tooling required to support modelling, forecasting, and experimentation infrastructure.
- Design and implement experimentation frameworks used by product teams to evaluate new features, balance changes, and content releases.
- Partner closely with development teams to ensure reliable in-game data collection and robust instrumentation for analytical systems.
- Write production-quality code for data transformation, modelling, and simulation using modern data and software development practices.
- Develop reusable libraries, tools, and frameworks that support experimentation, statistical analysis, and game system modelling across titles.
- Forecast the impact of design changes using predictive models and simulation techniques.
- Maintain clear documentation, version control, and reproducibility standards for analytical code and modelling workflows.
- Support complex technical investigations involving large-scale player behaviour datasets and game system performance.
Requirements
- Expert-level SQL and strong Python — writes clean, well-structured, production-quality code
- Comfortable owning data infrastructure end-to-end
- Deep statistical knowledge — experimental design, causal inference, Bayesian methods, and distribution modelling
- Hands-on experimentation experience: power analysis, sequential testing, multivariate design, and correct result interpretation
- Experience building economy models or simulations — understanding of virtual currencies, balance dynamics, and forecasting
- Highly self-directed — able to scope, prioritise, and deliver complex technical work independently
- Able to communicate technical approaches and trade-offs clearly to non-technical stakeholders
- Background in mobile or free-to-play games is a strong asset
Benefits
- 15 days holiday in addition to bank holidays to relax and refresh throughout the year - with every 5 years of service, you’ll receive an extra 5 days!
- Hybrid Working: We work in the office 2 days a week, Tuesdays and Thursdays. Wednesday is an optional office day. Lunch is provided on all 3 days.
- Health & Wellness: Comprehensive Medical, Dental, and Vision coverage plus a $500 a year Wellness Benefit to spend towards personal and mental development.
- Employee Assistance Program: Anytime you need it, tap into confidential, caring support with our Employee Assistance Program, always here to lend an ear and a helping hand.
- Family-Friendly Culture: A generous parental leave policy and a supportive, family-friendly culture.
- Regular company events: Fun events that celebrate our achievements and our team spirit.
- Continuous Professional Development: Propel your career with continuous opportunities for professional development.
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