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Senior Machine Learning Engineer (Computer Vision)

Cairo, EgyptEngineering

Job description

  • Develop and implement computer vision algorithms and models to solve complex problems.
  • Collaborate with cross-functional teams to design and develop innovative solutions.
  • Research and stay up-to-date with the latest advancements in computer vision.
  • Prototype and evaluate new algorithms and techniques.
  • Exploring and visualizing data and identifying differences in data distribution that could affect performance in live deployment.
  • Data quality validation and cleaning.
  • Defining validation strategies.
  • Defining the preprocessing or feature engineering to be done on a given dataset.
  • Defining data augmentation pipelines.
  • Analyzing the errors of the model and designing strategies to overcome them.

Job requirements

  • BS/BA, MS or PhD in Computer Science or equivalent work experience.

  • Excellent Knowledge in Python.

  • Experience working with machine learning frameworks such as PyTorch, Tensorflow, scikit-learn.

  • Strong understanding of computer vision techniques and algorithms.

  • Experience with image and video processing, object detection, and recognition.

  • Knowledge of data preprocessing, feature extraction, and dimensionality reduction techniques.

  • Experience and knowledge with web scraping.

  • Knowledge of UNIX/Linux environments.

  • Solid understanding of Object-Oriented Programming (OOP).

  • Expertise in visualizing and manipulating big datasets.

  • Experience in using Git.

  • Experience in using Docker.

  • Experience in Kubernetes is a plus.

Cairo, Egypt
Engineering

or

Cairo, Egypt
Engineering