PFE27 - Fast AI DTC Root Cause H/F

Renault Group is hiring a PFE27 - Fast AI DTC Root Cause H/F. Level rates it ; you can apply on Renault Group.

Level's read on this job

Level rates this role Little AI ●○○○: aI is not part of the work.
Level lists 389 other open roles at Renault Group.
The role was posted in the last few days.

AI in this role

Company

AMPERE SOFTWARE TECHNOLOGY TUNISIA

Job Description

Context :

A single fault can generate many fault codes (DTCs). Their analysis broadens the field of possible causes and slows down the diagnosis in the workshop. The project aims to isolate the relevant DTCs using AI.

Design a prototype diagnostic aid that filters out DTCs and classifies probable root causes. Evaluate the relevance of the results and the analysis time, keeping the validation of the business expert.

Your role :

Analyze the available data and build a set of annotated cases.

Compare a rules-based approach to AI models.

Deliver an explainable prototype, an evaluation report and technical documentation.

Key skills :

Python and Rust

Data preparation

Machine learning

Basics in automotive diagnostics, DTC and embedded computers.

Experimental rigor, analytical skills and ability to interact with business experts.

Job Family

Communication

Renault Group is committed to creating an inclusive working environment and the conditions for each of us to bring their passion, perform to the full and grow, whilst being themselves.
We find strength in our diversity and we are engaged to ensure equal employment opportunities regardless of race, colour, ancestry, religion, gender, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity, etc. If you have a disability or special need requiring layout of the workstation or work schedule, please let us know by completing this form.

In order to follow in real time the evolution of your applications and to stay in touch with us, we invite you to create a candidate account. This will take you no more than a minute and will also make it easier for you to apply in the future.

By submitting your CV or application, you authorise Renault Group to use and store information about you for the purposes of following up your application or future employment. This information will only be used by Renault Group companies as described in the Recruitment Privacy Information Policy.

How we rate this

PFE27 - Fast AI DTC Root Cause H/F at Renault Group rates 31 out of 100 for how much of the daily work is AI. That makes it Little AI (AI Level 1 of 4). The level is about AI in the job, not seniority.

Classification

Little AI. AI is not part of the work.

●●●● Builds AI80 to 100
●●●○ Works on AI60 to 79
●●○○ Uses AI40 to 59
●○○○ Little AI0 to 39

Levels come from how often the tools, models and workflows of the role are named in the posting itself. Read the description and count the AI tools, models and workflows it names.