Transaction Monitoring System Validation and Tuning Consultant
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Key skills for this role
About the Role
Seeking a consultant to assist in transaction monitoring system validation and tuning, including data mapping, ETL procedures, alert scoring, and model validation. Requires expertise in statistical analysis and SDLC.
Key Skills for This Role
Responsibilities
- Assist to develop documentation including data mapping procedures, data ingestion strategy, ETL procedure, alert scoring, performance monitoring metrics, and periodic TM system review process
- Assist to perform root cause/impact analysis and implementation support to fix outliers
- Assist in performing Transaction Monitoring model validation including effectiveness and efficiency assessment
- Assist in pre effectiveness assessment at UAT exercise to deploy new scenarios and enhancement of existing scenarios
- Assist to map accounts to customers including with utilization of data integration tools
- Assist in comprehensive ETL documentation, modify relevant ETL jobs/scripts
- Assist in performing customer segmentation analysis using statistical algorithms
- Assist in tuning scenario thresholds using statistical techniques
- Assist to implement new segmentation, update scenario thresholds
- Assist to implement additional scenarios and enhance existing scenarios on system considering SDLC
Requirements
- Experience in transaction monitoring system validation and tuning
- Knowledge of data mapping, ETL procedures, and alert scoring
- Proficiency in statistical algorithms such as k means, GMM
- Experience with SDLC and scenario configuration
Full Job Posting
Transaction Monitoring System Validation and Tuning
- Details of the role: assist in developing documentation, performing validation, and tuning of transaction monitoring system.
Responsibilities
- Assist to develop documentation including data mapping procedures, data ingestion strategy, ETL procedure, alert scoring, performance monitoring metrics, and periodic TM system review process
- Assist to perform root cause/impact analysis and implementation support to fix outliers
- Assist in performing Transaction Monitoring model validation including effectiveness and efficiency assessment
- Assist in pre effectiveness assessment at UAT exercise to deploy new scenarios and enhancement of existing scenarios including governance documentation
- Assist to map accounts to customers including with utilization of data integration tools
- Assist in comprehensive ETL documentation, modify relevant ETL jobs/scripts
- Assist in performing customer segmentation analysis using statistical algorithms such as k means, GMM, Homogeneity and Heterogeneity analysis
- Assist in tuning scenario thresholds using statistical techniques such as percentile jump or law of marginal diminishing returns
- Assist to implement new segmentation, update the scenario thresholds to align with corresponding customer segments
- Scenario configuration assessment root cause analysis and enhance the logic gaps on system
- Assist to implement additional scenarios and enhance existing scenarios on system considering Software Development Lifecycle (SDLC)
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