In your role, you will be tasked with designing ISP components solutions that leverage major deep learning-based technological advancements. You will push the ISP quality from an ISP baseline to an advanced cutting-edge ISP, taking your proposed solutions from proof-of-concepts to production. You will review both academic literature and product- grade solutions, and design and implement dedicated solutions which are optimized to run on embedded HW. You will be responsible for the end-to-end implementation while ensuring design considerations to the system level, targeting carrying out deployment of your solutions to Vision Processor.
Responsibilities
Be a domain expert in the field of image enhancement for video cameras, using neural networks in particular.
Work with the product team to translate high-level product functions to the system building blocks and driving R&D efforts to implement them.
Implement proof-of-concept projects, raising your ideas as well as taking ideas from publications, such that they will fit product requirements.
Demonstrate technological leadership in a multi-disciplinary environment. You will be working with both external partners and internal technical leadership. You will be expected to understand all the relevant aspects in a detailed manner, and be both a technical and project focal point for all aspects of the project.
Requirements:
BSc in EE/CS or similar.
At least 5 years of experience in R&D with a proven track of technical excellence and leadership.
Strong analytic skills and ability to read and understand academic literature and grasp complex ideas.
Proficiency in Python, strong programming skills, and ability to design and implement algorithmic solutions, including their simulation environments.
Strong interpersonal communication skills, ability to break down complex problems and communicating them, as well as suggested solutions, in an accessible, clear and an accurate way.
Can-do attitude, self-driven and motivated, strive to push our product to be the best
AI edge accelerator, driven to make things happen from theory to practice. Even when the problem is not clear, we want you to help us understand the problem, and strive for a solution.
Ability to quickly learn new disciplines, new frameworks and tools, comfortable trying out new things and implementing new ideas and concepts from scratch.
BSc in EE/CS or similar.
At least 5 years of experience in R&D with a proven track of technical excellence and leadership.
Strong analytic skills and ability to read and understand academic literature and grasp complex ideas.
Proficiency in Python, strong programming skills, and ability to design and implement algorithmic solutions, including their simulation environments.
Strong interpersonal communication skills, ability to break down complex problems and communicating them, as well as suggested solutions, in an accessible, clear and an accurate way.
Can-do attitude, self-driven and motivated, strive to push our product to be the best
AI edge accelerator, driven to make things happen from theory to practice. Even when the problem is not clear, we want you to help us understand the problem, and strive for a solution.
Ability to quickly learn new disciplines, new frameworks and tools, comfortable trying out new things and implementing new ideas and concepts from scratch.
This position is open to all candidates.
