Camera ISP Tuning

Job Summary:

We are seeking a highly skilled AI/ML Engineer with expertise in camera ISP tuning to join our team. As an AI/ML Engineer, you will be responsible for developing and implementing advanced algorithms for camera image processing and ISP tuning. You will work closely with cross-functional teams to integrate AI/ML models into our camera systems, ensuring optimal image quality and performance.

Key Responsibilities:

• Develop and implement AI/ML models for camera image processing and ISP tuning, including but not limited to image denoising, demosaicing, and super-resolution
• Collaborate with camera hardware and software teams to integrate AI/ML models into camera systems
• Optimize AI/ML models for real-time performance, power consumption, and image quality
• Develop and maintain tools and scripts for data collection, annotation, and model training
• Stay up-to-date with the latest advancements in AI/ML and computer vision, applying that knowledge to continuously improve camera ISP tuning and image quality
• Collaborate with cross-functional teams, including camera engineering, image processing, and testing teams

Requirements:

• Master's or Ph.D. degree in Computer Science, Electrical Engineering, or related fields
• 5+ years of experience in AI/ML, computer vision, or image processing
• Strong expertise in AI/ML frameworks, such as TensorFlow or PyTorch
• Proficiency in programming languages such as C++, Python, or C#
• Experience with camera ISP tuning, image processing, and computer vision
• Excellent problem-solving skills, with the ability to analyze complex imaging data and optimize image quality
• Strong collaboration and communication skills, with experience working with cross-functional teams

Nice to Have:

• Experience with deep learning frameworks, such as CNNs or RNNs
• Knowledge of camera module design and development
• Familiarity with software development and testing methodologies
• Certification in AI/ML or computer vision-related areas