Stage de fin d’études en ingénierie logicielle et IA appliquée aux tests automobiles

The role

You will design and develop a prototype to automatically analyze, group, and categorize failures from automotive infotainment test campaigns. The solution will use test results, logs, and diagnostic data, potentially integrating Machine Learning and generative AI to suggest root causes.

What you will do

• Analyze results produced by automated test campaigns
• Develop software components to collect and process results, logs, traces, and diagnostic data
• Detect recurring failure patterns
• Associate anomalies with test cases, software components, and configurations
• Develop algorithms to group and classify similar failures
• Extract signatures from logs, error messages, and stack traces
• Explore Machine Learning and generative AI for semantic analysis of logs
• Evaluate technologies like LLM, embeddings, and RAG
• Integrate the prototype into existing automated test and CI/CD environments
• Create a functional demonstrator for daily software validation activities

Required qualifications

• Bac+5 level student in final year of engineering school or Master 2
• Specialization in computer science, software engineering, embedded systems, artificial intelligence, Data Science, or a related technical field
• Good Python programming skills
• Good knowledge of Linux environments
• Interest in software testing, debugging, and complex system analysis
• Understanding of data processing and analysis principles
• First knowledge of Git and CI/CD pipelines
• Analytical mind and structured approach to problem solving
• Curiosity, autonomy, and desire to experiment
• Fluent English, both oral and written

Nice to have

• C or C++
• Python data analysis libraries
• Machine Learning and data classification
• LLM, embeddings, semantic search or RAG
• Test automation
• Log and stack trace analysis
• Android or Android Automotive
• Embedded systems
• Automotive software architecture

Benefits

• medical, dental, and vision insurance
• life and disability coverage
• paid time off
• paid holidays
• paid sick leave
• 401(k) retirement plan

Before you apply

• must be enrolled in an educational institution for the entire duration of the internship
• must follow a training program with pedagogical content linked to the missions
• must be able to provide a tripartite internship agreement signed by the educational institution, Lucid Motors and the intern

About the company

Lucid creates exceptional mobility experiences through innovation and proprietary technology. They design and build vehicles in-house across global offices and manufacturing facilities.