Senior Ai Image Processing / Ball Tracking Modeler

Job Summary

We are seeking a highly skilled and experienced Senior AI Image Processing / Ball Tracking Modeler to join our team. As a Senior Modeler, you will be responsible for developing advanced computer vision algorithms and models to track and analyze the movement of a ball in real-time. You will play a key role in enhancing our image processing capabilities and contributing to the development of cutting-edge sports analytics solutions. This position requires a strong background in artificial intelligence, computer vision, and machine learning, along with expertise in image processing and object tracking.

Responsibilities

- Design and develop advanced computer vision algorithms and models for real-time ball tracking.

- Collaborate with cross-functional teams, including software engineers and data scientists, to integrate image processing models into existing systems.

- Collect and annotate large datasets for training and evaluation purposes.

- Train and fine-tune deep learning models using state-of-the-art techniques.

- Conduct research to stay up-to-date with the latest advancements in image processing and computer vision.

- Optimize and deploy models for efficient and real-time ball tracking on various hardware platforms.

- Perform rigorous testing and validation to ensure the accuracy and robustness of the developed models.

- Provide technical guidance and mentorship to junior team members.

- Contribute to patent filings, research papers, and technical documentation.

Requirements

- Master's or Ph.D. degree in Computer Science, Electrical Engineering, or a related field (preferred)

- 4-7 years of extensive experience in computer vision, image processing, and machine learning within small object tracking across significant space and various environments

- Strong proficiency in deep learning frameworks such as TensorFlow or PyTorch.

- Solid understanding of object detection, tracking, and segmentation techniques.

- Proficiency in programming languages like Python and C++.

- Experience with GPU programming and optimization for efficient model execution.

- Familiarity with data annotation tools and methodologies.

- Proven track record of developing and deploying image processing models in real-world applications.

- Excellent problem-solving and analytical skills.

- Strong written and verbal communication skills.

- Ability to work both independently and collaboratively in a fast-paced environment.

Preferred Qualifications

- Experience with sports analytics or ball tracking in sports.

- Knowledge of camera calibration and geometric computer vision algorithms.

- Familiarity with cloud platforms and distributed computing frameworks.

Join our team and contribute to the development of state-of-the-art image processing and ball tracking technologies. Apply your expertise to revolutionize sports analytics and enhance the viewing experience for fans worldwide.