Valeo
Website:
valeo.com
Job details:
Responsibilities
- Define and architect the software framework for automotive SoC systems, considering performance, power efficiency, and safety-critical requirements.
Collaborate with cross-functional teams to align software architecture with hardware design and automotive standards.
- Lead the design and development of software components and modules for automotive SoC platforms.
- Implement software solutions in compliance with industry standards such as ISO 26262.
- Optimize software performance for real-time constraints and resource efficiency.
- Conduct performance analysis and propose enhancements to meet automotive industry standards
- Support Intellectual Property activities and generate Invention Disclosure Memos to facilitate patent applications.
- Contribute to design reviews across algorithm teams.
- Consider next generation algorithms and new business opportunities.
- Develop algorithms with a view to implementing on embedded DSP platforms.
- Represent Valeo at various Industry Working Groups and at Conferences where directed.
- Support the design and implementation of in-company training sessions in your area of expertise.
- Develop and maintain relationship with university counterparts.
- Strive to improve competencies in the field of automotive vision based ADAS, Computer vision and C++ in particular
- Identify inefficiencies and suggest/implement improvements within the current processes used in algorithm, development. Perform state-of-the-art research into deep learning & Computer vision approaches and methodologies. Creation of initial high-level module and sub-module architecture at project kick-off as well as methodologies. Creation of initial high-level module and sub-module architecture at project kick-off as well as pre-dev projects. Provide expertise to algorithm and embedded leads in the design of all the CV/DL functions.
- Research, develop, benchmark, test and document state of the art computer vision and image processing
- Algorithms for autonomous driving applications within your assigned project team.
- Perform research into new vision technology, ideas, and approaches.
- Ensure the software architecture meets safety and security standards relevant to automotive systems.
- Collaborate with safety engineers to conduct risk assessments and develop safety-critical software components.
Skills
- Strong C, C++ programming skills or strong rapid prototyping skills in Enterprise Architect for Modeling, Experience in Doors
- Good understanding of fundamental computer vision algorithms and approaches.
- Excellent English language communication skills, both written and verbal.
- High level of innovation and motivation.
- Excellent research experience
- Experience with automotive software standards such as AUTOSAR, ISO 26262, and familiarity with communication protocols like CAN, Ethernet.
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