社名
社名非公開
職種
回路設計、制御設計
業務内容
...
Research and develop cutting-edge algorithms to improve imaging performance of smartphone products1. Research, design, and prototype advanced machine learning and deep learning algorithms for camera modules of smartphone products2. Collaborate with sensor experts to develop and integrate machine learning algorithms for a variety of sensor data3. Contribute to the development and optimization of in-house tools including image and sensor data processing pipeline and image processing tools4. Contribute to the research and development of computer vision and computational photography projects, such as super-resolution, deblurring, denoising, etc.
求められる経験
1. Master’s degree or PhD in computer science, electrical engineering, statistics, applied mathematics, or a related field
2. 3+ years of experience in machine learning and deep learning related algorithm development and prototyping
3. Solid understanding and hand-on project experience of a variety of machine learning and/or deep learning algorithms, such as tree algorithms, linear models, SVM, state-space models, RNN, etc.
4. Experience with at least one of the following domains:
- Sensor data processing, particularly for consumer electronics sensor data
- Computer vision, such as recognition, generation, etc.; or computational photography, such as super-resolution, deblur, etc.
- Time series modeling, such as traffic prediction, energy consumption forecasting, etc.
5. Proficiency in Python, familiar with Java, C++, MATLAB; Experience with Android application prototyping or development is a huge plus
6. Business level Japanese language skill is necessary; business level English or Chinese language skill is preferred.
保険
健康保険 厚生年金保険 雇用保険
待遇・福利厚生
休憩室,更衣室,食堂
休日休暇
土曜日 日曜日 祝日
Easy to take days off
給与
年収1,200 ~ 1,600万円
賞与
-
雇用期間
期間の定めなし
show more
社名
社名非公開
職種
回路設計、制御設計
業務内容
Research and develop cutting-edge algorithms to improve imaging performance of smartphone products1. Research, design, and prototype advanced machine learning and deep learning algorithms for camera modules of smartphone products2. Collaborate with sensor experts to develop and integrate machine learning algorithms for a variety of sensor data3. Contribute to the development and optimization of in-house tools including image and sensor data processing pipeline and image processing tools4. Contribute to the research and development of computer vision and computational photography projects, such as super-resolution, deblurring, denoising, etc.
求められる経験
1. Master’s degree or PhD in computer science, electrical engineering, statistics, applied mathematics, or a related field
2. 3+ years of experience in machine learning and deep learning related algorithm development and prototyping
3. Solid understanding and hand-on project experience of a variety of machine learning and/or deep learning algorithms, such as tree algorithms, linear models, SVM, state-space models, RNN, etc.
4. Experience with at least one of the following domains:
...
- Sensor data processing, particularly for consumer electronics sensor data
- Computer vision, such as recognition, generation, etc.; or computational photography, such as super-resolution, deblur, etc.
- Time series modeling, such as traffic prediction, energy consumption forecasting, etc.
5. Proficiency in Python, familiar with Java, C++, MATLAB; Experience with Android application prototyping or development is a huge plus
6. Business level Japanese language skill is necessary; business level English or Chinese language skill is preferred.
保険
健康保険 厚生年金保険 雇用保険
待遇・福利厚生
休憩室,更衣室,食堂
休日休暇
土曜日 日曜日 祝日
Easy to take days off
給与
年収1,200 ~ 1,600万円
賞与
-
雇用期間
期間の定めなし
show more