Design and implement image processing algorithms using deep learning under the direction of the Software Development Lead.
Train high-accuracy models capable of handling diverse image data, including varying angles and object types. Analyze issues identified during testing, formulate hypotheses, and resolve them through parameter adjustments or algorithm refinement.
Select and utilize appropriate image processing libraries and tools based on project requirements to develop efficient algorithms. As tools and technologies are not predetermined, adaptability and flexibility are essential.
Ideal Candidate Profile
Flexible in selecting optimal tools and technologies based on project needs.
Able to understand instructions accurately and work efficiently to achieve objectives.
Demonstrates a strong interest in image processing technology and a commitment to continuous learning and growth.
Persistent in analyzing test and operational data, improving performance through iterative refinements.
Requirements
Experience with deep learning frameworks (e.g., TensorFlow, PyTorch) or equivalent expertise.
Proficiency in utilizing image processing libraries such as OpenCV or scikit-image, or similar tools.
Strong skills in designing and implementing image processing algorithms using Python or C++.
Practical experience in feature analysis, data preprocessing, and feature engineering.
Ability to analyze issues identified during testing, logically develop hypotheses, and implement corrective actions.
Capability to understand team directives while working autonomously to resolve challenges.
Rewards
Experience the fulfillment of directly addressing real-world challenges by implementing algorithms designed and refined by yourself in manufacturing environments.
Hone technical skills by tackling diverse datasets and conditions, pushing the boundaries of your expertise.
Gain opportunities to engage in the selection of tools and frameworks, providing exposure to a wide range of technologies.
Contribute to the manufacturing industry by deploying cutting-edge image processing technology, delivering new value and innovation to the field.
