Data Science Expert
Há 6 dias
Company Overview: The Axa Group Operations division is responsible for designing, developing, and operating global AXA IT products. Our team focuses on delivering high-quality services to AXA entities and the AXA Group while ensuring alignment with business-driven priorities.
Job Description: As a Data Scientist, you will play a critical role in leveraging data to drive continuous improvement within our Command Center. Your main objective will be to enhance the reliability and efficiency of our IT production through proactive monitoring and data analysis. You will be responsible for measuring performance, conducting in-depth analysis, and providing actionable insights to support decision-making.
Main Responsibilities:
- Analyze logs generated by our alerting tools to identify trends and anomalies.
- Create reports and dashboards to implement action plans to reduce the number of incidents and improve predictive analysis capabilities.
- Develop and refine predictive models to anticipate incidents and optimize system performance.
- Use machine learning algorithms to derive actionable insights and ensure the accuracy and integrity of analytical data.
- Collaborate with stakeholders to ensure data visualization meets their needs and facilitates real-time alert management and predictive analysis.
Key Skills and Qualifications:
- Proven experience in data analysis, machine learning, and predictive modeling.
- Proficiency with data science tools and programming languages such as Python, SQL, and R.
- Knowledge of monitoring systems, alerting tools, and Service Now ticketing tool.
- Experience with data visualization and building web apps with Python frameworks.
- Strong understanding of end-to-end data science project lifecycles and Agile methodologies.
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