Data Scientist

📣 Would you like to join a company that puts people at the heart of its concerns? We are waiting for you! Since 2007, Extia, an IT consulting company, has been offering a unique approach in its field by combining well-being at work and performance.

Our philosophy at Extia is “First who, then what", so let's go for it!

🚀First who?

• Analytical, problem-solver and creative, you always have a new but appropriate solution to propose
• You hold a sense of responsibility and customer-oriented attitude
• Open to go 3 days per week to the office in Bucharest

🚀Then what?

We are looking for a Data Scientist / MLOps to participate in the design and development of a monitoring platform for our client in the biometrics and cryptography field.

Responsibilities:

• Establish Baselines: Develop a programmatic baseline for normal system behavior to ensure accurate and relevant alerts.
• Develop and Implement Machine Learning Models: Apply machine learning and advanced analytics to identify patterns and anomalies, distinguishing between expected behavior and potential issues. This includes managing the conditions that trigger alerts.
• Validate Alerts: Ensure the accuracy and reliability of generated alerts.
• Perform Historical Data Analysis and Backtesting: Analyze historical data and conduct backtesting to refine models and improve alert accuracy.
• Correlate Events: Identify relationships and correlations between different events to provide a comprehensive view of system health.
• Define Time Windows: Determine appropriate time windows for analysis and alert triggering.
• Identify Known Issues: Develop methods for identifying and flagging known issues within the monitoring platform.

Requirements:

• Proven experience in Data Science and Machine Learning
• Proficiency in Python, Flask, Flask-RESTplus, Alchemy ORM, Nginx
• Experience with time series observability data and tools (e.g., Prophet)
• Experience with MLOps practices

🚀 Do you recognize yourself in the "Who" and represent the "What"? Apply and let's talk!