Senior Economy Data Analyst II
Job Summary
Job Description
Mistplay is looking for a Senior Economy Data Analyst II to join their Analytics team. The role involves leveraging data analysis and experimentation to generate insights and recommendations that influence the product roadmap, driving business and product performance. The analyst will collaborate with Product Managers, engineers, and stakeholders to inform the design of Mistplay’s core user economy, including in-app earn rates, loyalty strategies, pricing, and cost optimization. Responsibilities include conducting prescriptive analysis, designing and analyzing A/B tests, developing and maintaining mathematical models, and applying advanced analytics techniques. The analyst will also collaborate on building business cases and forecasts for new features and serve as a strategic thought partner throughout the product development lifecycle.
Must have:
- Quantitative analysis experience (6+ years, preferably in gaming or consumer tech)
- Ability to communicate complex concepts to various audiences
- Experience in A/B testing and inferential statistics
- Fluency in SQL for pulling complex data
- Experience with Python or similar for statistical simulation
- Experience with BI tools like Tableau
Good to have:
- Love of gaming and familiarity with the games industry
- Experience in econometrics and modeling for user behavior
- Understanding of data science and machine learning
- Familiarity with cloud data technologies (AWS, Azure, or Databricks)
Perks:
- Catered lunches
- Game nights
- Company-wide events
12 skills required
Job Details
Mistplay est le programme de fidélité n° 1 pour les joueurs sur mobile et compte plus de 20 millions d'utilisateurs dans le monde entier. Des millions de joueurs utilisent notre plateforme pour découvrir des jeux, entrer en contact avec leurs amis et gagner de superbes récompenses. Nous sommes une entreprise rentable en forte croissance, récemment classée comme la troisième entreprise technologique à la croissance la plus rapide au Canada. Notre passion pour l'innovation est le moteur de notre croissance dans le secteur, grâce au développement de nouvelles applications, et d'outils Ad Tech puissants. Chez Mistplay, nous faisons appel à la collaboration stratégique, créative et axée sur les données pour nourrir notre imagination sur ce qui peut être réalisé.
Mistplay is the #1 Loyalty Program for mobile gamers - with over 20 million users worldwide. Millions of gamers use our platform to discover games, connect with friends, and earn awesome rewards. We are a fast growing profitable company, recently ranked as the 3rd fastest growing technology company in Canada. Our passion to innovate drives our growth across the industry with the development of new apps, and powerful ad tech tools. Mistplay embraces strategic, creative, and data-driven collaboration to fuel our imagination of what can be achieved.
Mistplay is seeking a Senior Economy Data Analyst II to join our Analytics team. In this role, you’ll leverage data analysis and experimentation to generate insights and recommendations that influence our product roadmap, and play a direct role in informing high impact decisions that drive business and product performance.
Reporting to the Manager of Analytics & Experimentation, you will collaborate with Product Managers, engineers, and business stakeholders by using data driven insights to inform the design of Mistplay’s core user economy, including: in-app earn rate, loyalty & tiering strategy, pricing, and cost optimization. In order to inform the development of new product features and engagement strategies, you’ll lead the design and execution of multivariate AB tests, and conduct research to guide the implementation of mathematical models & simulations of potential user economies.
What You'll Be Doing:
Own Mistplay’s in-app user economy, and drive insights discovery to help optimize the way we reward and engage users within the app.
Conduct prescriptive analysis to identify actionable insights, including diving into the core product funnel, user cohorts, and analyzing user behaviour data, in order to identify areas of the user experience that can be improved to drive increased user engagement within our app.
Define KPIs for the company and build automated dashboards, reports, and models to enable teams at Mistplay to make better business decisions.
Design, orchestrate, and analyze the results of multivariate product experiments to help drive growth, improve existing product features, and test new areas of opportunity.
Develop and maintain mathematical models to understand and simulate in-game economic systems, leveraging statistical research, player-behaviour analysis, and economic principles to guide game design and balance decisions.
Apply advanced analytics techniques – including machine learning – to uncover player insights, forecast economic trends, and support monetization strategies, while ensuring solutions remain interpretable and actionable for stakeholders.
Collaborate with data, product, and engineering stakeholders in building business cases & forecasts for developing new features, and serve as a strategic thought partner through the end-to-end product development lifecycle.
What We're Looking For:
BA/BS in Economics, Mathematics, Statistics, or other quantitative fields.
6+ years of work experience doing quantitative analysis(preferably in the gaming or consumer tech industries).
Pro-level ability to synthesize and communicate complex concepts and analyses to a wide range of technical and non-technical audiences, and a proven track record of impacting business or product decisions.
Past experience in A/B testing, and a strong foundational knowledge of core inferential statistics concepts (significance, power, confidence intervals, variance, etc.).
Fluency in SQL. Experience pulling highly dimensional and complex data.
Experience with Python or another programming tool for statistical simulation and scenario modeling.
Experience with Tableau or another BI tool.
Positive attitude and a healthy dose of natural curiosity, with a bias for action. Questions have to be answered and our data isn't just going to analyze itself (We're working on that).
Bonus if you have:
A love of gaming and familiarity with the games industry.
Past experience in econometrics and modelling for understanding and driving user behaviours using incentives.
Understanding of data science and machine learning techniques.
Familiarity with cloud data technologies such as AWS, Azure, or Databricks to query and build data models and reports.
We work hard to make our work atmosphere as inviting and fun as possible! Working at Mistplay is coupled with a whole array of perks that we've adopted virtually and in-person: Catered lunches, game nights, company-wide events, and so much more.
Our culture is deeply rooted in growth and upheld by a team of smart, dynamic, and enthusiastic people. We utilize data to constantly learn, improve, and adapt. We foster an environment where everyone is encouraged to share their ideas, push boundaries, take calculated risks, and witness their visions come to life.
Think you have what it takes? We'd love to meet you!
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About The Company
Mistplay is the #1 loyalty app for mobile gamers. Our highly engaged community is made up of millions of users looking to discover new games and earn as they play. We reward users for the time and money they spend within the games they download from our platform, and they can redeem those rewards for gift cards.
Join Mistplay and unlock your potential in a vibrant, innovative, and collaborative environment where your passion for mobile gaming meets limitless opportunities.
**Mistplay’s Mission:**
To be the best way to play mobile games for everyone, everywhere!
**Fun Facts:**
The #1 loyalty app for mobile gamers
Over 30M+ lifetime installs globally on Android
Over 400+ games to discover on the Mistplay app
Doubled our employee headcount in 2023
Backed by GrowthCurve Capital as of December 2021
**Business & Company Achievements:**
Ranked as a Top 5 Media Source in 6 different categories spanning ROI & Retention in the Singular ROI Index 2023
Ranked on the 2023 Canada Top 100 - Montreal’s Top Employer list
Ranked on the 2023 Canada’s Top 100 - Top Employer for Small/Medium Business
Ranked #5 on Deloitte’s Canadian Technology Fast 50 in 2022
Ranked #31 on Deloitte’s North American Technology Fast 500 in 2022
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