Autobrains Technologies
- 26/11/2023
- תל אביב - יפו
Who we are:
Autobrains is a fast-growing start-up with a groundbreaking approach to unsupervised learning and signature-based data representation that is set to disrupt the next generation of vehicles and mobility.
At Autobrains, you will face never-ending intellectual challenges as we redefine AI for scalable autonomous platforms and products, with the goal of changing driving forever and making the roads a safer place for all. You will work with bright and talented people in an environment where professional and personal development is the top priority.
Autobrains is backed by top investors and key players in the automotive industry, such as Temasek, Toyota, BMW, Continental, Vinfast and Knorr-Bremse, with headquarters at the heart of Tel Aviv.
What you will do:
The Senior ISP Engineer will lead, develop and prototype algorithms for ISP functions.
Responsibilities:
- Develop advanced image processing pipelines for the latest SoC blocks and chipsets
- Provide solutions to complex sensor and hardware control logic to work seamlessly with the imaging pipeline.
- Develop and prototype algorithms for ISP functions including demosaic, defect correction, color correction, tone mapping, and other advanced features.
- Research, develop & implement ISP algorithms on various SoCs to provide high-quality images under runtime constraints.
- Conduct trade studies to evaluate existing market solutions for ISPs
- Collaborate with algorithm and software teams to define and implement auto-exposure and auto-white balance algorithms
- Collaborate with Hardware engineers to co-optimize algorithms for hardware implementation.
- Collaborate with our System team to analyze and solve various challenges involving our unique AI capabilities.
- Work with Tier 1 suppliers to troubleshoot image sensing related issues
- MSc in Electrical Engineering or related, or experienced BSc candidates
- Experience in development and prototyping algorithms for ISP.
- Algorithms development end-to-end experience - research, from POC level to production level, in Image Processing fields.
- At least 3 years of C/ C++ experience programming
- Real-time programming experience
- Knowledge of imaging process
- Knowledge of algorithms development under HW limitations/considerations
- Knowledge of physics/optics
- HW/FW experience
Ability to work in a fast-paced, high-pressure environment.
Ability to provide guidance and support to other team members.
Independence: Ability to independently dive into new technologies, quickly embrace and implement.
Problem-solving: Ability to identify problems, evaluate alternatives, and implement effective solutions.
Adaptability: Openness to learning new techniques, adapting to changing requirements, and embracing new technologies.
Attention to detail: Ability to ensure accuracy and thoroughness in all aspects of development, including requirements, clear code in the highest standards and safety requirements.
Initiative: Proactive in taking on new challenges, seeking out opportunities to improve processes, and driving results.
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