We're seeking an experienced Machine Learning Engineer specializing in anomaly detection and correlation analysis to develop sophisticated systems for identifying complex patterns, causal relationships, and anomalies across multiple data streams. This role is crucial for our [predictive maintenance/fraud detection/system monitoring] initiatives.
Key Responsibilities:
Anomaly Detection:
- Design and implement multi-variate anomaly detection systems
- Develop real-time monitoring solutions
- Create automated alert prioritization systems
- Build pattern recognition models for complex time series
- Implement adaptive thresholding mechanisms
Correlation Analysis:
- Develop correlation detection algorithms across multiple data streams