Valeo
Automotive
SoftwareAIEngineeringGraduate
Neural analysis suggests this role is
optimal for Entry candidates.
“Software AI Engineering Graduate at Valeo. Skills: Machine Learning, Computer Vision, Python, 3D visualisation, Neural rendering. Doing research and development on 3D visualisation advance features like Neural rendering and photorealism. Experience is training a neural network with new datasets”
Industry & Context.
Generates problem reports for any issue found that cannot be immediately fixed by the developer; Implements fixes and changes required by problem reports and change requests
What They're Looking For.
Must Have
Graduated or about to be graduated from a Bachelor or a Master Degree in Engineering (IA, Machine Learning, Software, Computer Science etc), Good programming skills, primarily in Python, Familiarity with foundational software design principles (like reusability and extendibility) and clean coding practices, Solid academic background or project experience in Machine Learning and Computer Vision, Self-motivated and able to take initiative after initial guidance, Commitment to proactively communicating milestones and critical blockers, Excellent communication skills, including the ability to clearly document ideas and present technical work in progress to the team
Nice to Have
C/C++ experience being a significant advantage, Exposure to generative models (e.g., NeRF, 3DGS)
What You'll Do.
Doing research and development on 3D visualisation advance features like Neural rendering and photorealism
Experience is training a neural network with new datasets
and unit testing of an assigned part of the software
Responsible for the artefacts of his role
Develops and maintains the module specification
SW Unit test specification and test report
Develops source code in accordance with coding guidelines
Search and identify the best suitable traces from SMATA download
prepare and pre-process the data
Run trainings and experiments with different tuning parameters
Analyze and summaries the results from the different trainings with different parameters
Check in/commit of artefacts to Configuration Management database on a regular base
Ensures quality of all owned deliverables
Ensures development work is fulfilling the Software Requirements Specification
High Level Design & Module Test Specification
Generates problem reports for any issue found that cannot be immediately fixed by the developer
Implements fixes and changes required by problem reports and change requests
How You'll Work.
Team & Collaboration
Aligns with Software Architect; Provides update about the status of own work in regular project meetings; Participates in peer reviews
Communication Scope
Excellent communication skills; Ability to clearly document ideas; Ability to present technical work in progress to the team; Provides update about the status of own work in regular project meetings
Full Job Description
Valeo is a tech global company, designing breakthrough solutions to reinvent the mobility. We are an automotive supplier partner to automakers and new mobility actors worldwide. Our vision? Invent a greener and more secured mobility, thanks to solutions focusing on intuitive driving and reducing CO2 emissions. We are leader on our businesses, and recognized as one of the largest global innovative companies. **_Role Overview:_** Responsible for doing research and development on 3D visualisation advance features like Neural rendering and photorealism. Experience is training a neural network with new datasets. Basic knowledge of GPU programming using OpenGLES or Vulkan Responsible for specifying, coding, and unit testing of an assigned part of the software (one or more Software Units/Modules). **_Responsibilities:_** * Responsible for the artefacts of his role * Develops and maintains the module specification, SW Unit test specification and test report * Aligns with Software Architect * Develops source code in accordance with coding guidelines * Search and identify the best suitable traces from SMATA download, prepare and pre-process the data as instructed by the team. * Run trainings and experiments with different tuning parameters as identified by the team * Analyze and summaries the results from the different trainings with different parameters * Check in/commit of artefacts to Configuration Management database on a regular base * Provides update about the status of own work in regular project meetings * Ensures quality of all owned deliverables * Ensures development work is fulfilling the Software Requirements Specification, High Level Design & Module Test Specification * Generates problem reports for any issue found that cannot be immediately fixed by the developer * Implements fixes and changes required by problem reports and change requests * Performs and participates in peer reviews for software, design and document (e.g. requirement and test specifications). _
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