Computer Vision Embedded Software Architect
Job Details
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.
Position Overview
As an embedded computer vision architect, you will be responsible for the embedded software design and development of computer vision algorithms enabling Automated Driving Assistance Systems. Examples of such algorithms include: pedestrian detection, structure from motion, lane detection, park slot detection, object detection and classification & scene understanding. Your responsibilities will extend to software architecture design, reviewing algorithm design, module adaptation and optimisation in a real time multi-core automotive system.
Responsibilities
Develop and adapt the embedded architecture design for computer vision algorithms on hardware platforms for automated driving applications
Work on state of the art multithreaded, multi-core SoC platform running RTOS
Work on product development compliant with automotive processes and standards like ISO26262, SPICE
Perform research into new embedded architectures/platforms to ensure the organisation remains abreast of all leading edge/emerging automotive vision technologies
Opportunity to work on next generation ARM, GPUs, DSP and Neural Processing platforms in complex systems for leading OEMs in the automotive industry
Support Intellectual Property activities and generate Invention Disclosure Memos to facilitate patent applications.
Contribute to design reviews of various disciplines of function development
Role may require occasional travelling to other company/customer locations
Required Skills/Experience
6+ years of experience with software development using C++ on computation cores (e.g. ARM, DSP, GPU and NSP) with various SOC manufacturers e.g. TI, Renesas, Qualcomm etc.
Degree in Software Engineering, Computer Science, Physics, Electronics or equivalent
Deep knowledge of embedded system architecture such as memory hierarchies, vector processing etc.
Expertise in resource/load sharing and synchronisation techniques for multi-core processing.
Experience with computer vision algorithms on a range of embedded platforms
Good knowledge of embedded processor internals targeted at CV algorithm applications.
Background in development tools and methodologies (build systems, configuration management-Git etc.)
Knowledge of Real-Time Operating Systems principles and applications.
Excellent written and spoken English language skills
High level of innovation and motivation
Good communication skills and ability to contribute in a team environment.
Desired Attributes
Familiarity with TensorFlow, PyTorch, and their application in computer vision.
Understanding of prototyping/scripting tools such as MATLAB, Python, OpenCV etc.
Skills in optimising for resource-constrained environments (memory, power)
Expert in object oriented software design principles
Expert at documenting software architecture and design using UML or similar tools
Automotive industry experience
Keywords
ADAS, Computer Vision, Automated Driving, Automated Parking, Image Processing, Video Processing, DSP, FPGA, GPU, Neural Processor, Vector processing, SIMD, CUDA, OpenCL, C++, C, RTOS, automotive
Job:
R&D Team Leader/ArchitectOrganization:
Software DevelopmentSchedule:
Full timeEmployee Status:
RegularJob Type:
Permanent contractJob Posting Date:
2023-11-29Join Us !
Being part of our team, you will
join:
- one of the largest global innovative companies, with more
than 20,000 engineers working in Research & Development
- a
multi-cultural environment that values diversity and international
collaboration
- more than 100,000 colleagues in 31 countries...
which make a lot of opportunity for career growth
- a business
highly committed to limiting the environmental impact if its
activities and ranked by Corporate Knights as the number one company
in the automotive sector in terms of sustainable
development
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