AI工程师_PS

4 weeks ago


Wuxi, China Bosch Full time
Job Description

Deeply understand customer requirements and use computer vision and machine learning/deep learning technology to offer solutions. Responsible for working with Bosch internal partner to invent, design and develop computer vision/machine learning algorithms for AOI_ automatic optical inspection process. Support the team to set up data labelling and data management strategy to enable the fast function/performance iteration.

Roles and Responsibilities

- Work together with/ lead project team to understand and analyze customer requirements, and pre-evaluate project deliverables and benefits
- As AI specialist accompany the entire development process from the proof of concept to the serial implementation of the algorithms. Together with internal development partners you develop innovative solutions across the entire chain from the raw data to the function
- Design and implement architectures to adopt appropriate approaches of AI / machine learning to ensure quality of data, self-learn pattern and trend, identify operational processes which can be automated and put into execution, and improve system operational efficiency
- Collaborate with IT/machine/product technical experts to define data collection, storage and process concept
- Coordinate AI related work packages in RBCD in manufacturing areas
- Support on developing understanding and competence of machine learning/deep learning

Qualifications

- Master of computer science or related majors
- More than 3 years’ working experience in real projects
- Willingness to take challenges, passion to solve problem in a systematic way
- Fluent in English speaking and writing

- Excellent at python, familiar with at least one of the framework: TensorFlow, pyTorch
- Familiar with classic image processing( Image filter, edge detection, feature extraction, camera calibration…) and machine learning algorithms, good at openCV and deep learning for image processing(object classification, object detection, segmentation…)
- Familiar with deep learning models, CNN, RNN, LSTM, Transformer…
- Familiar with deep learning area, latest achievement in the computer vision. Deep understanding of the deep learning network, AlexNet/VGG/ResNet/DeseNet/NIN/MobileNet, and the computing power/resource bottleneck of the network
- Familiar with object detection framework and method, SSD, Yolo, Faster-RCNN…
- Familiar with tool chain of data labelling, data management

Additional Information

• 该岗位内部推荐奖金为人民币3,000元整(仅限博世内部员工申请),具体请参见《博世中国内部推荐政策》
• Internal Referral bonus of this vacancy: RMB 3,000 (Valid only for Bosch associates). For the detailed regulation, please refer to Bosch China Internal Referral Policy


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