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Predictive Analytics Expert
1 semana atrás
The Predictive Analytics Expert at AXA Group Operations is responsible for developing and implementing predictive models to anticipate incidents and optimize system performance. This position requires strong analytical skills, proficiency in machine learning algorithms, and the ability to communicate complex data insights to stakeholders. The successful candidate will be responsible for analyzing logs, alerts, events, and incidents to identify trends and anomalies, and develop predictive models to anticipate incidents and optimize system performance.
Main Responsibilities:
Analyze logs, alerts, events, and incidents to identify trends and anomalies. Develop and refine predictive models to anticipate incidents and optimize system performance. Use machine learning algorithms to derive actionable insights. Ensure the accuracy and integrity of analytical data, resolving data issues as they arise. Create, deploy and automate intuitive dashboards to monitor performance and incidents.
Key Performance Indicators:
Accuracy and timeliness of predictive models and reporting. Effectiveness of predictive models in anticipating incidents and optimizing system performance. Quality of data visualization dashboards and reports. Collaboration and communication with stakeholders.
Requirements
Master's degree in Data Science, Computer Science, or related field. 3+ years of experience in predictive analytics and machine learning. Strong analytical and problem-solving skills. Proficiency in machine learning algorithms and programming languages. Excellent communication and presentation skills. Ability to work collaboratively in a team environment.