Data Scientist
2 weeks ago
Position Name – Data Scientist
Type of hiring – Subcon
Duration – 3 months contract
Location – Toronto, ON M5J 2H7 (Onsite Hybrid)
Job Description:
We are accelerating two high-priority fraud detection and prevention initiatives. We need a hands-on Data Scientist to support data preparation, unsupervised ML and analysis.
What You'll Do
- Prepare and clean datasets from internal and partner sources for Machine Learning models
- Run and support unsupervised models (e.g., Isolation Forest, K-Means, DBSCAN) on baseline and partner data for anomaly detection and behavioural clustering
- Compare results to current integrity scoring approaches
- Build clear visualizations and concise summaries of baseline behaviours, clusters, and fraud patterns for executive and partner consumption
- Consolidate findings across univariate/bivariate/multivariate and ML analyses into structured outputs (slides, notes, notebooks)
- Document assumptions, transformations, and model configurations to ensure reproducibility
Must-Have Skills & Experience
- Strong Python (Pyspark, pandas, scikit-learn) and SQL skills
- Hands-on experience with Data Engineering on AWS
- Hands-on experience with clustering and anomaly detection on real-world data
- Comfortable working in a fast-paced, time-boxed project environment
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