onsite
Principal Data Scientist - Aristocrat
Data Scientist
Lead data science initiatives to enhance gameplay, drive player engagement, and optimize business outcomes using advanced analytics, machine learning, and statistical experimentation.
About the role
Key Responsibilities
- Design and implement predictive models and recommendation systems that improve player experience and monetization.
- Lead A/B testing frameworks and causal inference studies to evaluate game features and marketing strategies.
- Collaborate with product, engineering, and analytics teams to translate business goals into data‑driven solutions.
- Mentor senior data scientists and establish best practices for data pipelines, model deployment, and performance monitoring.
- Communicate insights and strategic recommendations to executive stakeholders through clear visualizations and storytelling.
Requirements
- Advanced degree (Ph.D. or Master’s) in Computer Science, Statistics, Mathematics, or a related field.
- 5+ years of hands‑on experience building and productionizing machine‑learning models in a gaming or consumer‑facing environment.
- Proficiency in Python (pandas, scikit‑learn, TensorFlow/PyTorch) and strong SQL querying skills.
- Deep understanding of statistical methods, experimental design, and causal inference.
- Demonstrated ability to work with large‑scale data platforms and guide cross‑functional teams.
Skills
pythonmachine learningsql