Senior Machine Learning Engineer, 7+ years
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Job Description
Senior Machine Learning Engineer needed at Nagarro to work on advanced video and vision-based systems. Responsibilities include deep learning model development, computer vision projects, and multimodal AI integration.
Responsibilities:
- Design, train, fine-tune, and evaluate deep learning models using PyTorch/TensorFlow
- Develop computer vision and video understanding models (CNNs, ViTs, 3D CNNs, SlowFast, I3D)
- Build solutions for video representation learning, temporal modeling, and action recognition
- Implement and improve detection, tracking, and segmentation pipelines (YOLO, DETR, Mask R-CNN, SAM)
- Contribute to multimodal AI systems, integrating vision models with LLMs (CLIP, BLIP-2, LLaVA, Video-LLaMA)
- Prepare and manage video datasets (sampling, preprocessing, annotation)
- Build efficient data and training pipelines for large-scale video processing
Requirements:
- 7+ years of experience in Machine Learning
- Deep Learning expertise, with hands-on experience designing, training, fine-tuning, and evaluating custom neural networks
- Strong proficiency with PyTorch (preferred) and TensorFlow
- Computer Vision fundamentals (strong) – CNNs, feature extraction, representation learning
- Solid understanding of video processing and temporal modeling
- Experience building end-to-end ML pipelines, from data preparation to model evaluation
Benefits:
- Remote work options
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