5 дней назад
CV/AI Engineer (Football Analytics)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
CV/AI Engineer (Football Analytics) (Computer Vision, Machine Learning): Building and improving an end-to-end football tracking system covering data pipelines, model development, 3D reconstruction, multi-camera tracking, and post-processing with an accent on player localization, camera pose estimation, and trajectory refinement. Focus on designing and validating production-ready models, resolving occlusions and lost tracks, and improving identity consistency and tracking reliability.
Location: Fully remote
Company
is an AI-first startup building computer vision and machine learning products for football fans, bettors, clubs, scouts, and agents.
What you will do
- Build and improve end-to-end football tracking systems from data and model development through production delivery.
- Develop, integrate, and validate models and algorithms for camera pose estimation, player localization, and 2D-to-3D reconstruction.
- Work with datasets, preprocessing, annotation, augmentation, evaluation, and CV/ML model pipelines.
- Improve tracking and post-processing through trajectory refinement, error correction, and event-driven processing.
- Contribute to multi-camera tracking, detection matching, identity consistency, stitching, and handling occlusions and lost tracks.
- Take increasing ownership of technical problems, document solutions, and collaborate with the CV/ML team on production-oriented systems.
Requirements
- Hands-on experience in computer vision and/or machine learning, preferably in real-world or production projects.
- Strong Python skills and solid experience with PyTorch.
- Understanding of machine learning and deep learning fundamentals, including training, evaluation, optimization, and data pipelines.
- Strong mathematical foundation in linear algebra, probability, statistics, and optimization.
- Practical experience with image or video processing, detection, classification, segmentation, or tracking.
- Ability to own technical problems end-to-end and communicate and collaborate effectively in a fast-paced startup environment.
Nice to have
- Experience with CNNs, Vision Transformers, VLMs, generative models, OpenCV, 3D vision, or SLAM.
Culture & Benefits
- Fully remote work with a flexible start to the working day and a convenient schedule.
- Stable competitive salary pegged to the USD.
- 24 days of paid vacation plus 15 additional paid days off, including sick leave, corporate holidays, and national or religious holidays.
- Transparent processes, friendly communication, autonomy, and no micromanagement.
- Professional growth and career development opportunities in a team focused on sports and technology.
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