Description
At Alstom, we understand transport networks and what moves people. From high-speed trains, metros, monorails, and trams, to turnkey systems, services, infrastructure, signalling, and digital mobility, we offer our diverse customers the broadest portfolio in the industry. Every day, 80,000 colleagues lead the way to greener and smarter mobility worldwide, connecting cities as we reduce carbon and replace cars.
Could you be the System Designer ONB weβre looking for?
Your future role
Weβll look to you for:
1. Log Management:
Maintain and improve the existing solution:
Centralize logs on a dedicated server
Parse certain types of logs
Develop a simple web interface to assist the operator in sharing labeled logs on the server
Develop parsers for new types of logs
2. Database Management:
Manage and enhance the existing SQL database
Identify useful information in parsed logs and store it in the database
3. Log Analysis:
Define and calculate relevant Key Performance Indicators (KPIs)
Identify the signature (or pattern) of existing issues in our ticketing platform
Assist the expert in identifying the signature of new problems
4. Dashboard Development:
Develop a dynamic dashboard using open-source Python tools (such as Streamlit or Plotly's Dash) to facilitate comprehensive log analysis
Ensure that the dashboard provides real-time information and user-friendly interfaces for effective monitoring and troubleshooting
5. Train Architecture Presentation:
Create a structured database of key features of the onboard architecture by extracting relevant information from the train's configuration. This aims to:
Analyze the diversity of configurations across projects
Provide more context to the logs and correlate issues between projects
6. Introduction to AI:
Create a chatbot as first-line support on our ticketing platform
Guide diagnostics of a problem based on the feedback from the ticketing platform
Assist in ticket creation and log sharing
Extract key features of the onboard architecture from the train configuration (thousands of parameters)