Machine Learning Engineer and Computer Vision Specialist

2 days ago

Karachi, Sindh, Pakistan beBeeMACHINELEARNING Full time

We are seeking a highly skilled professional to develop and deploy machine learning models and computer vision algorithms that solve complex real-world problems. The ideal candidate will be responsible for designing, developing, and optimizing machine learning models, particularly in the field of computer vision.

Responsibilities
  • Model Development: Design, develop, and optimize machine learning models, particularly in the field of computer vision, for tasks such as object detection, image segmentation, and facial recognition.
  • Algorithm Implementation: Implement computer vision algorithms using frameworks such as OpenCV, TensorFlow, PyTorch, or similar.
  • Data Processing: Prepare and preprocess large datasets, including data augmentation and transformation techniques to enhance model performance.
  • Model Evaluation: Evaluate model performance using various metrics and techniques, including cross-validation, to ensure high accuracy and robustness.
  • Deployment: Deploy machine learning models in production environments, ensuring they are scalable, efficient, and reliable.
Requirements
  • Bachelor's degree in Computer Science, Electrical Engineering, Data Science, or a related field.
  • At least 3 years of experience in machine learning and computer vision, with a proven track record of developing and deploying successful models.
  • Proficiency in Python and experience with machine learning frameworks such as TensorFlow, Keras, or PyTorch.
  • Strong understanding of computer vision techniques and libraries like OpenCV.
  • Experience with deep learning techniques, including convolutional neural networks (CNNs) and transfer learning.
Preferred Qualifications
  • Experience with edge computing and deploying models on edge devices.
  • Knowledge of reinforcement learning, GANs, or other advanced machine learning techniques.
  • Familiarity with version control systems such as Git.

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