Data Scientist
Job Summary
- Build and maintain statistical models machine learning algorithms and predictive analytics using gaming and behavioral data (segmentation churn prediction and lifetime value models)
- Create anomaly detection systems for fraud and compliance monitoring
- Collaborate with data engineers to collect and preprocess data and build and maintain data pipelines
- Design A/B testing frameworks and experiment analyses to test hypotheses and measure the effectiveness of solutions
- Document models and use data visualization tools to communicate insights and findings to stakeholders
- BS/MS in a quantitative field or equivalent experience; years of experience commensurate with level
- Strong Python programming skills and proficiency in SQL for data extraction and analysis
- Strong foundation in statistics and experimentation: hypothesis testing probability distributions regression analysis metric design etc.
- Experience with machine learning frameworks (scikit-learn pandas) and deep learning libraries (PyTorch or TensorFlow) along with fundamental ML concepts (model evaluation cross-validation feature engineering)
- Strong communication and story-telling skills and ability to work collaboratively with cross-functional teams
- Intellectual curiosity and comfort with ambiguity; were building new things not following playbooks
- Experience with cloud platforms especially AWS (S3 SageMaker Lambda etc)
- Exposure to time-series analysis survival models or probabilistic modeling
- Familiarity with model lifecycle management CI/CD containers model monitoring and feature stores
- Exposure to causal inference concepts (A/B testing uplift modeling experimental vs. observational data)
- Experience with data visualization (matplotlib seaborn plotly etc.)
About CCT
Founded in 2012 CCT pioneered revenue audit automation for land-based casinos eliminating manual reconciliation processes and improving financial visibility. The companys flagship platform Insight Cash provides a detailed audit-ready view of cash transactions across the casino floor ensuring compliance operational efficiency and fraud prevention. Today CCT serves over 350 casinos across the United States Canada and the Caribbean helping operators streamline financial workflows and reduce audit-related labor costs.
Required Experience:
IC
About Company
About CCT CCT is the creator of Casino Insightâ„¢, the award-winning platform trusted by more than 350 casinos worldwide to automate cage operations, revenue audits, and operational analysis. Since 2012, Casino Insight has helped casinos replace manual work with streamlined workflows, i ... View more