Data Scientist

2 days ago

Sydney, New South Wales, Australia beBeeComputerVision Full time $120,000 - $180,000
Senior Computer Vision Data Engineer

About this role:

This is a highly specialized position that requires expertise in developing and implementing computer vision systems using deep learning technologies.

The ideal candidate will have experience with designing, building, and maintaining MLOps pipelines for computer vision applications, including data collection, preprocessing, model training, and deployment.

Responsibilities:
  • Design and implement efficient data collection processes for large-scale datasets
  • Develop automatic exploratory data analysis (EDA) tools to ensure dataset quality
  • Build and maintain MLOps pipelines using popular frameworks such as TensorFlow or PyTorch
  • Collaborate with cross-functional teams to integrate computer vision models into larger systems
  • Develop synthetic dataset generation processes to augment existing datasets
  • Conduct thorough benchmarking of computer vision models to ensure optimal performance

Qualifications and Skills:
  • Bachelor's degree in Computer Science or equivalent practical experience
  • Minimum 3 years' experience working with datasets management and MLOPs, machine learning, and deep learning
  • Strong knowledge of Python programming language and popular deep learning frameworks like TensorFlow or PyTorch
  • Experience with MLOPs tools, pipelines, and monitoring frameworks (APMs)

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