Deep Learning Team Manager

ICDS Recruitment

Galway

Deep Learning Team Manager - County Galway. Position Overview. As the Deep Learning Team Manager, your role will include people management, task planning, directing areas of research and interacting with customers. You will be responsible for the development of state of the art DL algorithms providing unprecedented scene understanding, enabling driver assistance functions and automated driving. You will be expected to remain abreast of technological developments in the rapidly expanding field of deep learning and its application in the automotive sector. Responsibilities: Management Responsibilities- • Technical management of the team including people management, task tracking and reporting of activities. • Lead the research and development of machine learning / deep learning projects and the delivery. • Provide leadership and technical direction to the team. • Liaise with project managers to agree resource requirements for projects. Team Responsibilities- • Research and develop state of the art algorithms for automotive vision systems using classical machine learning and deep learning for autonomous driving applications. • Support Intellectual Property activities and generate Invention Disclosure Memos to facilitate patent applications. • Contribute to design reviews across algorithm teams. • Consider next generation machine learning and deep learning techniques with new business opportunities in mind. • Develop algorithms with a view to implementing on embedded platforms. • Represent the company 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. • Develop relationships with the relevant teams at OEM customers. • Support customer workshops to assess system performance and propose next steps. • Participate in system design in areas relating to computer vision and machine learning functions. Qualifications and Experience sought: • Management experience in machine learning. • At least 5 years' Computer Vision/Machine Learning experience. • Deep Learning experience considered a strong advantage. • Excellent English language communication skills, both written and verbal. • Specialisation in one or more of these areas preferred: Machine Learning, Deep Learning, Computer Vision, Image Processing, Signal Processing, Robotics, Optics. • Experience with OpenCV programming. • Knowledge of a range of Deep Learning Frameworks and Networks. • Academic publications in relevant field. • Experience with embedded devices (e.g. ARM, GPU, FPGA and DSP. • Experience with parallel programming in CUDA, or OpenCL. • Feature development experience in robotics, ultrasonics, RADAR, LIDAR, camera systems, sensor fusion or computer vision. • Automotive industry experience preferred. This job originally appeared on RecruitIreland.com.

2258 days ago