Job
In dieser Rolle implementierst du hochmoderne ML-Algorithmen zur Personalisierung von Spielen, führst A/B-Tests durch, entwickelst Prototypen und optimierst den Spielerlebnis auf Basis von Datenanalysen.
Job-Technologien
Deine Rolle im Team
- The group AI team is a central function that works both with other central groups like marketing and game solutions and the game studios which are part of Tripledot.
- Within the group AI team, you'll be working with other AI/ ML Eng, Data engineers, analysts and product owners.
- Within the various studios and other central teams, you will interact with data, engineering, and product teams.
- The role will be directly contributing to main games KPIs such as retention, revenue, player experience, as well as to company efficiency and time to market in developing games and features.
- Progression opportunities will be within the AI group or to studios in the group.
- Implement cutting-edge ML algorithms for personalization in gaming, staying abreast of the latest advancements in the field, and testing to see what works best for our games and data.
- Designing experiments and prototypes to test the viability and efficiency of new AI models.
- Translate research findings into real-world applications by creating algorithm prototypes in our codebase.
- Convert prototypes into production level code that can be easily managed and deployed through the ML Lifecycle.
- Design, develop, and evaluate A/B tests to measure the effectiveness of personalisation algorithms and optimise player experience.
- Continuously monitor and analyse player data to identify new opportunities for personalisation and improve existing algorithms.
- Document your work clearly and concisely, fostering knowledge sharing within the team.
Unsere Erwartungen an dich
Ausbildung
- A Bachelor's degree or higher in a quantitative field (e.g., computer science, mathematics, statistics), another quantitative applied field or equivalent experience.
Qualifikationen
- Strong understanding of industry standard ML techniques (from classification to reinforcement learning and generative methods).
- A good command of analytical programming and visualisation languages and libraries (SQL, python, matplotlib, etc.) as well as some of the supporting tools and platforms (e.g. git, MLFlow, Kubernetes, Kubeflow, Trino, AirFlow).
- A strong understanding of statistical concepts (hypothesis testing, sampling, probability distributions).
- Excellent communication and collaboration skills to effectively bridge the gap between technical and non-technical teams.
Erfahrung
- Experience in applying machine learning algorithms to solve real-world problems.
- Experience with software development concepts like CI/CD, Version Control, Containers (Docker & Kubernetes) and proven track record of deploying ML models to production and established MLOps concepts.
- Experience with using generative AI copilots or agents in daily development work.
- A passion for mobile gaming and a strong desire to create engaging player experiences and drive business results.
- Experience with more complex ML techniques (e.g. Reinforcement Learning).
- Experience with A/B testing methodologies in an online gaming context.
- Experience working in the games industry.
Unser Angebot
- 25 days holiday: Enjoy 20 days of paid holiday plus an additional 5 days per annum, in addition to bank holidays to relax and refresh throughout the year.
- Continuous Professional Development: Propel your career with continuous opportunities for professional development.
- Supplemental Health Insurance: Continentale: annual budget of 1200 eur - reimbursement for healthcare outside of public plans (glasses, messages, dental treatments etc.)
- Public Transportation reimbursement: 100% of public transportation to the office via BVG ticket is covered.
- 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.
- Daily Free Lunch: Order free food from Wolt when at the office.
- Pension plan: Opt-in to employer contributed pension plan, operated with Degura.
Themen, mit denen du dich im Job beschäftigst
Job-Standorte
Das ist dein Arbeitgeber
Tripledot Studios ist ein innovativer Entwickler von mobilen Casual-Spielen mit Sitz in London, der durch strategische Akquisitionen und datengetriebene Ansätze ein starkes Wachstum verzeichnet.
- Startup
- Onsite, Hybrid, Full Remote
- Internet, IT, Telekom
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