Data Scientist
19 hours ago
We are seeking an experienced professional to join our team at Thoucentric Technology Pvt. Ltd. focused on machine vision problems.
This role will play a crucial part in developing and implementing cutting-edge computer vision algorithms to ensure the highest quality standards for our manufacturing facility.
Key Responsibilities:- Develop and implement computer vision and machine learning algorithms to detect and classify defects in our manufacturing facility.
- Preprocess and augment project datasets to improve model performance.
- Stay up-to-date with the latest research and advancements in computer vision and machine learning related to defect detection and classification.
- Optimize and fine-tune existing computer vision models to achieve high accuracy and efficiency in classification.
- Conduct thorough experiments and evaluate the performance of models using appropriate metrics and benchmarks.
- Research and develop innovative solutions to address challenges in solving the problem.
- Work closely with software engineers to integrate the models into final production systems.
- Bachelors or Masters degree in Computer Science, Electrical Engineering, or a related field.
- 3-4 years of professional experience in computer vision and machine learning, with a focus on object detection and classification.
- Strong knowledge of computer vision fundamentals, including image preprocessing, feature extraction, object detection, and image segmentation.
- Proficient in Python programming language.
- Experience with deep learning frameworks such as TensorFlow or PyTorch.
- Familiarity with data augmentation techniques, filtering, and contour extraction.
- Knowledge of state-of-the-art computer vision models and techniques applicable to defect detection and classification tasks.
- Strong problem-solving skills and the ability to work independently and as part of a team.
- Excellent communication and collaboration skills.
- Experience working on projects related to quality control or inspection in manufacturing environments.
- Familiarity with industrial imaging systems and techniques.
- Understanding of parallel computing and GPU optimization for accelerated model training and inference.
Estimated Salary: $120,000 - $150,000 per year
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