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ISP Engineer
Aptiv
posted 14hr ago
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Job Description
Help shape the future of mobility.
Would you like to join our exciting journey and change the automotive industry
Aptiv is one of the leading Automotive suppliers and the forefront of solving mobility s toughest challenges. As a large technology company, we are looking for a new talent for one of our leading Tech Centers for Artificial Intelligence in Bangalore, India. We offer the chance to work in a challenging technical environment where science is transferred into real products. There, you can work together with a fantastic, passionate young, international team of technical experts from around the globe to develop new sensors, algorithms and platforms to shape the future of mobility.
Want to join us
Your Role - Image Signal Processing (ISP) Engineer
Image signal processing engineer is expected to work through entire life cycle of automotive image processing spec and algorithm design, development, enhancement and maintenance of ISP blocks, ISP algorithms, image quality testing and image sensor characterization. Study, research analysis, test prove out of basic to advanced image processing algorithms with result oriented experimentation, and data driven results demonstration in both Internal and international forums with excellent visual interpretations of data.
- Design Image signal processing algorithms of high frame rate imaging for automotive safety use cases using MATLAB, Pytorch or/ and advanced AI/ML techniques for vision perception systems.
- Interface, test and validation of image characteristics using Optical engineering tools such as ANSYS Speos, IMATEST tools etc.,
- Optical Image sensor drivers and imager controls design, development and configurations, including HDR stitching, data compression, embedded image data and statistics configuration, sensor safety mechanism configuration , sensor frame rate, frame size and bandwidth determination/configuration .
- Support in deployment of ISP Algorithms such as auto exposure tuning, auto white balance, automatic gain control, black level correction, defective pixel correction algorithms etc., onto selected Hardware SOC.
- Design and deployment tuning of Image signal processing blocks using hardware accelerators such as edge enhancement, Noise filtering, demosaicing, color correction, local tone mapping, color domain conversions, lens shading correction, lens distortion correction, multi scalar image generation.
- Test, perform experiment and analyze image quality metrics using state of the art optical test procedures for determination of image sharpness (MTF), Auto exposure ctrl parameters, Auto white balance, Color accuracy noise (SNR), HDR, brightness ctrl in low lighting, lens shading, defective pixel correction, lens distortion correction, dynamic range black level correction etc.,
- Ownership of Image sensor performance evaluation using EMVA1288 / P2020, image data analysis on sensor noise performance, SNR, HDR etc.,
Your Background
- 2 - 8 Years of experience in ISP
- Matlab and usage of image signal processing modules, usage of AI/ML Matlab modules.
- Mathematical and arithmetic knowledge in image processing techniques.
- Opto mechanical, image processing and embedded systems engineering knowledge.
- Preferred advantage:
- Python and Embedded C programming skills,
- PhD in Image signal processing.
- Embedded systems software development, AI / ML experience
Why join us
- You can grow at Aptiv. Whether you are working towards a promotion, stepping into leadership, considering a lateral career move, or simply expanding your network - you can do it here. Aptiv provides an inclusive work environment where all individuals can grow and develop, regardless of gender, ethnicity or beliefs.
- You can have an impact. Safety is a core Aptiv value; we want a safer world for us and our children, one with: Zero fatalities, Zero injuries, Zero accidents.
- You have support. Our team is our most valuable asset. We ensure you have the resources and support you need to take care of your family and your physical and mental health with a competitive health insurance package.
Your Benefits at Aptiv:
- Higher Education Opportunities (UDACITY, UDEMY, COURSERA are available for your continuous growth and development);
- Life and accident insurance;
- Well Being Program that includes regular workshops and networking events;
- Access to fitness clubs (T&C apply);
Apply today, and together let s change tomorrow!
#LI-SR1
Employment Type: Full Time, Permanent
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Flexible timing
Monday to Friday
No travel
Day Shift
Aptiv Benefits
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Work for a team that believes in continuous learning Join a team that envisions a safer future Work on next-gen technologies Join an organization that cares We are an Inclusive and Diverse workplace
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