Senior Computer Vision Data Engineer
Core
Building and maintaining MLOps pipelines for deep learning-based computer vision systems, from dataset curation to model training and benchmarking.
Role type
Senior Computer Vision Data Engineer
Builds
MLOps pipelines, data collection tools, synthetic data generation processes, and model benchmarks
Domain
Computer Vision, Deep Learning, MLOps
Deliverable
production ML models
Required skills
Python, MLOps pipelines, dataset management, deep learning frameworks (TensorFlow/PyTorch), hyperparameter optimization, synthetic data generation, model architecture design
Responsibilities
Improve and maintain MLOps pipelines, develop data collection and curation tools, design automatic exploratory data analysis, develop data sampling methods, generate synthetic datasets, create model benchmarks, perform hyperparameter optimization, train and fine-tune deep learning models, improve model architecture
