OMNIVISION
Software Algorithm Engineer
OMNIVISION - Irvine, California, United States, 92713
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Overview
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Software Algorithm Engineer
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OMNIVISION Join to apply for the
Software Algorithm Engineer
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OMNIVISION ISP algorithm development and ISP tuning. Subjective/objective image quality evaluation. Auto white balance, color correction and color management. Design, modeling, test and analysis of the imaging pipeline. Machine learning solution development for real-time image processing, with low latency and low power consumption. Train different models with various sensor patterns, such as 4C pattern and Bayer Pattern. Improve algorithm to gain higher quality on color images. Evaluate and tune existing image processing models and verify performance. Description
ISP algorithm development and ISP tuning. Subjective/objective image quality evaluation. Auto white balance, color correction and color management. Design, modeling, test and analysis of the imaging pipeline. Machine learning solution development for real-time image processing, with low latency and low power consumption. Train different models with various sensor patterns, such as 4C pattern and Bayer Pattern. Improve algorithm to gain higher quality on color images. Evaluate and tune existing image processing models and verify performance. Write algorithms documentation.
Job Requirements
Master’s degree in Electrical Engineering, Computer Science, or related fields with course work of computer vision and deep learning.
Must Possess The Demonstrated Knowledge Or Skills Of
Convolution filters. Neural networks, such as CNN model and GAN model. CNN in object recognition. Multi-class classification and image deionizing. Deep learning frameworks. Data augmentation. Fine-tuning pre-trained models. RNN, LSTM and transformers. Optimization. PyTorch.
Annual base salary for this role in California, US is expected to be between $126,942 - $134,000. Actual pay will be determined on a number of factors such as relevant skills and experience, and the pay of employees in the similar role. Seniority level
Seniority level Entry level Employment type
Employment type Full-time Job function
Job function Engineering and Information Technology Industries Semiconductor Manufacturing Referrals increase your chances of interviewing at OMNIVISION by 2x Get notified about new Algorithm Engineer jobs in
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Software Algorithm Engineer
role at
OMNIVISION Join to apply for the
Software Algorithm Engineer
role at
OMNIVISION ISP algorithm development and ISP tuning. Subjective/objective image quality evaluation. Auto white balance, color correction and color management. Design, modeling, test and analysis of the imaging pipeline. Machine learning solution development for real-time image processing, with low latency and low power consumption. Train different models with various sensor patterns, such as 4C pattern and Bayer Pattern. Improve algorithm to gain higher quality on color images. Evaluate and tune existing image processing models and verify performance. Description
ISP algorithm development and ISP tuning. Subjective/objective image quality evaluation. Auto white balance, color correction and color management. Design, modeling, test and analysis of the imaging pipeline. Machine learning solution development for real-time image processing, with low latency and low power consumption. Train different models with various sensor patterns, such as 4C pattern and Bayer Pattern. Improve algorithm to gain higher quality on color images. Evaluate and tune existing image processing models and verify performance. Write algorithms documentation.
Job Requirements
Master’s degree in Electrical Engineering, Computer Science, or related fields with course work of computer vision and deep learning.
Must Possess The Demonstrated Knowledge Or Skills Of
Convolution filters. Neural networks, such as CNN model and GAN model. CNN in object recognition. Multi-class classification and image deionizing. Deep learning frameworks. Data augmentation. Fine-tuning pre-trained models. RNN, LSTM and transformers. Optimization. PyTorch.
Annual base salary for this role in California, US is expected to be between $126,942 - $134,000. Actual pay will be determined on a number of factors such as relevant skills and experience, and the pay of employees in the similar role. Seniority level
Seniority level Entry level Employment type
Employment type Full-time Job function
Job function Engineering and Information Technology Industries Semiconductor Manufacturing Referrals increase your chances of interviewing at OMNIVISION by 2x Get notified about new Algorithm Engineer jobs in
Irvine, CA . Irvine, CA $80,000.00-$140,000.00 1 month ago R&D Algorithm Engineer – Health Technologies
Irvine, CA $75,000.00-$160,000.00 2 years ago Irvine, CA $109,000.00-$202,000.00 3 weeks ago Orange County, CA $80,000.00-$150,000.00 2 weeks ago Embedded Systems Machine Learning Engineer
Irvine, CA $160,000.00-$190,000.00 3 weeks ago Costa Mesa, CA $150,000.00-$220,000.00 3 hours ago Computer Vision Engineer - Embedded Systems
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Costa Mesa, CA $150,000.00-$220,000.00 15 hours ago 1.6 Machine Learning Operations Engineer
1.6 Machine Learning Operations Engineer
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