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Specialization
Game Development
Industry
iGaming
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Hello! We are looking for a Game Mathematician / Specialist in Game Mechanics Mathematics.
We are developing a large website for opening cases with CS2 items/skins. We are looking for a strong mathematician who will take responsibility for the development and setup of the project's mathematical model.
Main tasks:
• Calculation of the case opening mathematical model • Setting up item drop probabilities • Calculation of RTP, EV, and project margin • Calculation of variance / volatility • Setting case costs relative to the cost of contained items • Modeling a large number of openings (Monte Carlo) • Checking the economy over the long term: 100k / 1M / 10M+ openings • Analysis of possible loss scenarios for the platform • Development of an algorithm for automatic recalculation of probabilities when the market value of CS2 skins changes • Mathematical setup of bonus mechanics, upgrades, battles, and other game modes • Control of the overall project economy and its stability
What we want to achieve:
A mathematical system where the required RTP/margin can be set, and the algorithm correctly calculates probabilities and case economics considering item costs.
It is important that the actual results in the long run correspond to the calculated mathematical model.
It will be a big plus to have experience in:
iGaming / Game Math / Loot Boxes / Case Opening / CS2 / Slots / RNG / Game Economy.
Knowledge of Python and experience in building Monte Carlo simulations will also be a big advantage.
We need not just a programmer, but a person who truly understands probability theory, mathematical statistics, and the economics of similar gaming systems.
The project is long-term. After the development of the main model, further work on new mechanics and balance will be required.
When applying, please write: