Manager- Surveillance Systems & Optimization
BCIT Bengaluru Office (MGS), India
INR 800K-1100K (estimate) Mid-level Full Time
Tasks
- Analyze alert volumes and false positives
- Automate surveillance reporting
- Build experimental designs and sampling techniques
- Calibrate surveillance thresholds
- Conduct ATL and BTL testing
- Conduct back testing
- Conduct scenario logics enhancements
- Design trade surveillance scenarios
- Develop KPIs and KRIs
- Develop data mining methodologies
- Enrich data using LLMs
- Implement machine learning anomaly detection
- Optimize alert productivity
- Partner with operations on alert balancing
- Perform sensitivity analysis
- Recommend customer segmentation
- Validate surveillance scenarios
Perks/Benefits
- N/A
Skills/Tech-stack
Anomaly Detection | Back Testing | Bayesian Networks | Clustering | Data Mining | Decision Trees | Fuzzy logic | LLM | Logistic Regression | Machine Learning | Model Risk Management | Model risk | Neural Networks | Python | R | Random Forest | Risk Management | Risk scoring | SAS | Sensitivity Analysis | Statistical Analysis | Supervised Learning | Tableau | Unsupervised Learning | XGBoost
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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