Prediction Model Expert

About the Role As a Prediction Model Expert, you bring deep expertise in AI forecasting, software development in Python, backed by a dissertation on prediction models or time series forecasting. You have hands-on experience with foundation models for forecasting, multi-modal prediction frameworks (can be across disciplines like medicine), cloud environments. You excel at building production-grade prediction engines that detect anomalies, forecast threats, and power proactive threat detection logic at compute scale. You will be one of Haste's first senior AI researchers pioneering prediction models that anticipate stealthy threats across HPC clusters, AI and quantum workloads before they strike. Key ResponsibilitiesPredictive Model Development & Engineering: Designing, building, and deploying Machine Learning (ML) and Foundation models to forecast potential security breaches.Anomaly Detection & Behavior Analysis: Establishing "normal" baselines and flagging deviations that indicate malicious behaviour together with our security experts and research teams.Threat Intelligence & Forecasting: Analyzing historical data, threat intelligence feeds, to extract and predict future attack trends, emerging vulnerabilities, and malicious campaigns.Vulnerability & Risk Assessment: Scoring and prioritizing security vulnerabilities (e.g., predicting which CVSS vulnerabilities are most likely to be exploited) to guide risk-based view.Data Pipeline Construction: Managing the full lifecycle o