Data Scientist

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Skills you'll use

What you'll do

• Develop machine vision system with Python and Pytorch.
• Develop state-of-the-art computer vision algorithms, both traditional image processing and deep learning for accurate measurement and detection of train components using laser and camera-based systems.
• Optimize algorithms for real-time performance and high-speed processing.
• Collaborate with cross-functional teams including hardware engineers, software developers, and domain experts to integrate computer vision solutions into our products.
• Conduct research to stay updated on the latest advancements in computer vision, deep learning, and image processing.
• Implement advanced AI annotation and active learning pipelines
• Develop and productionalize microservices using container orchestrators and Redis

Who can apply

• Master's or Bachelor’s degree in Computer Science or related field.
• 2+ years of work experience with experience in image processing, computer vision, and deep learning.
• Proficiency with microservices and strong skills in Python programming languages.
• Experience with software development tools and libraries such as OpenCV, TensorFlow, PyTorch, etc.
• Good understanding of deep learning techniques and algorithms.
• Experience with point cloud is good to have
• Knowledge on MLOps and DevOps would be good to have.
• Knowledge on any cloud platform – GCP/Azure/AWS would be preferred.
• Excellent problem-solving skills and ability to work independently as well as in a team environment.
• Strong communication skills with the ability to articulate technical concepts effectively.

About Wabtec

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