Senior Data Scientist | Candy Crush Saga

Data, Analytics & Strategy

We are looking for a Senior Data Scientist to work closely with product, game design, and engineering on game difficulty, progression, and economy in Candy Crush Saga. You will help ensure that our 23,000+ levels and game features combine into a balanced, engaging, and evolving player experience.

This is a role close to the game itself: your analyses, experiments, and models will directly shape gameplay decisions that reach millions of players. You will have significant ownership of your problem space and be a trusted analytical voice in product and design discussions.

Your role within the Kingdom

Analyze game difficulty, progression, and player behavior across the level catalog to identify friction, pacing issues, and opportunitiesDesign, monitor, and analyze A/B tests related to difficulty, features, and economyUse data, models, and simulations to inform difficulty tuning, balance, and how features, boosters, and economy mechanics interact with player outcomesBring a strong analytical perspective to product and design discussions, helping shape priorities and trade-offsCommunicate insights, experiment results, and recommendations clearly to stakeholders with varying levels of data literacyDefine tracking specifications so the data needed to understand player interaction with levels and features is available and reliable, and build your own data models and dashboards where needed

Skills to create thrills

Product & Player Understanding

Strong product sense with the ability to reason about player experience, engagement, and frustrationAbility to translate design intent and game experience into measurable hypotheses and analyses

Analytics & Experimentation

Strong analytical coding skills in Python or RExcellent SQL skills and experience working with large-scale player dataSolid understanding of A/B testing, experimental design, and statistical inferenceExperience combining experimental results with observational analysisComfortable defining tracking requirements and building data models and dashboards to support your own analyses

Modeling & Problem Solving

Ability to systematically break down complex game systems into solvable analytical problemsExperience with simulation, optimization, or algorithmic approaches is a strong plus

Communication & Collaboration

Ability to influence decisions through clear storytelling, visualization, and data-driven reasoningComfortable working iteratively and cross-functionally with product managers, game designers, and engineers

Tasty bonus points

Experience with game difficulty balancing, progression systems, or virtual economiesBackground in behavioral psychology, economics, or game theoryExperience in the games industry or other large-scale consumer productsFamiliarity with large-scale experimentation platforms and live-operated products

About King

With a mission of Making the World Playful, King is a leading interactive entertainment company for the mobile world with more than 20 years of history of delivering some of the world’s most iconic games in the mobile gaming industry, including the world-famous Candy Crush franchise, as well as other mobile titles such as Farm Heroes Saga. Around 200 million people play a King game every month. King, part of Microsoft (NASDAQ: MSFT), has Kingsters in Stockholm, Malmö, London, Barcelona, Berlin, Dublin, San Francisco, New York, Los Angeles and Malta. More information can be found at King.com or by following us on LinkedIn and @lifeatking on Instagram.