Computer Vision Architect
Job Type : Permanent, Full Time
Salary :
Deep Learning and Computer Vision Architect
**This role is based in Galway, Republic of Ireland**
As a Deep Learning and Computer Vision Architect, you will be responsible for the development of deep learning and computer vision solutions enabling the next generation Automated Driving Platforms. Deep learning will be applied to classify all objects, road markings and surfaces in the vehicle environment. You will be responsible for the development of state of the art CV and DL algorithms providing unprecedented scene understanding. You will be expected to remain abreast of technological developments in the rapidly expanding field of deep learning and its application in automotive.
● Perform state-of-the-art research into deep learning & Computer vision approaches and methodologies.
● Creation of high level module and sub-module architecture..
● Provide expertise to algorithm and embedded leads in the design of all the CV/DL functions.
● Alignment of architectures across the projects in the platform.
● Pushing the development and improvement of standard modules across CV/DL projects.
● Algorithm partitioning and pipelining/scheduling on the target system.
● Responding to RFI/RFQs for new developments.
● Handling POC and Pre-development responses and architectures.
● Provide expertise to system architects to support in architecture designs and decisions, including core allocation, memory considerations, etc.
● Drive studies for future developments or processes (particle study, impact of ISP, HW benchmarking).
● Ensure state of the art and efficient methods are being adopted by all teams in the CV platform to ensure best possible product.
● Support Intellectual Property activities and generate Invention Disclosure Memos to facilitate patent applications.
● Represent VVS 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
Desired Skills/ Experience,
BSc degree and 7+ years of work experience, or MSc degree and 5+ years of work experience, or PhD and 3+ years of work experience in any area with a focus on deep learning. Understanding of fundamental computer vision algorithms and approaches, with a focus on machine learning.
Excellent English language communication skills, both written and verbal.
High level of innovation and motivation .
Desired attributes,
Specialisation in Machine Learning preferred. ● Applied Deep Learning work experience preferred. ● Academic publications in relevant field ● Experience with embedded devices (e.g. ARM, FPGA and DSP) ● Experience with parallel programming in CUDA, or OpenCL ● Algorithm development experience in robotics, sensor fusion, computer vision or applicable field ● Experience with PC-based simulation tools ● Knowledge of UML design tools ● Experience developing software for embedded platforms. ● Experience with version control software ● Experience developing algorithms for autonomous and/or real-time systems. ● Experience with imaging or optics systems. ● Automotive industry experience.
Applications,
Apply by email please forward an up-to-date CV along with a Cover Letter to bernie.dempsey@bdr.ie
Please state your name and the position you are applying for in the Subject Line.
Computer Vision, Sensor Fusion, Automated Driving, Automated Parking, Image Processing, Video Processing, , optical flow, segmentation, classification, machine learning, deep learning
More Information
- Address London
