The Data Scientist will develop AML detection models, analyze datasets for suspicious patterns, automate data pipelines, and prepare reports for stakeholders.
Job Title: Data Scientist – AML (Python / Vyntra / NetGuardians)Location: SingaporeExperience: 6–10 yearsJob Description:
We are looking for a highly skilled Data Scientist with strong experience in Anti-Money Laundering (AML) systems and expertise in Python to join our banking analytics team. The ideal candidate will have hands-on experience with Vyntra (formerly NetGuardians) for transaction monitoring and anomaly detection.
Key Responsibilities:- Develop, enhance, and maintain data models and machine learning algorithms for AML detection and financial crime prevention.
- Analyze large datasets from multiple sources to identify suspicious patterns and behavior.
- Work closely with AML compliance, business, and technology teams to fine-tune Vyntra/NetGuardians models.
- Implement and automate data pipelines and model deployment using Python-based frameworks.
- Evaluate and improve model performance through feature engineering, tuning, and retraining.
- Prepare analytical reports and dashboards for stakeholders highlighting insights and risk indicators.
- 6–10 years of experience in Data Science or AML analytics within the Banking/Financial Services domain.
- Strong proficiency in Python, Pandas, NumPy, Scikit-learn, and data visualization tools.
- Mandatory experience with Vyntra (formerly NetGuardians) platform for AML or fraud monitoring.
- Deep understanding of AML processes, KYC, transaction monitoring, and financial crime compliance.
- Experience working with large-scale structured and unstructured data sets.
- Familiarity with SQL, ETL, and data warehouse concepts.
- Excellent communication and stakeholder management skills.
- Exposure to cloud-based analytics platforms (Azure, AWS, or GCP).
- Experience integrating AML systems with other data sources or case management tools.
- Knowledge of model governance, explainability (XAI), and regulatory reporting standards.
Top Skills
AWS
Cloud-Based Analytics Platforms (Azure
Data Visualization Tools
ETL
Gcp)
Numpy
Pandas
Python
Scikit-Learn
SQL
Vyntra
Unison Consulting Singapore Office
1 Changi Business Park Crescent, , Plaza 8 #03-06 Tower A, Singapore, , Singapore, 486025
Unison Consulting Singapore Office
#12-00, 63 Market Street, Bank of Singapore Center, Singapore, , Singapore, 048942
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