Machine Learning and Computer Vision Engineer

6 days ago

Karachi, Sindh, Pakistan beBee Careers Full time

We are seeking a highly skilled Machine Learning and Computer Vision Engineer with a minimum of 2 years of hands-on experience to join our dynamic team. In this role, you will be responsible for developing and deploying machine learning models and computer vision algorithms that solve complex real-world problems.

Key Responsibilities
  1. 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.
  2. Algorithm Implementation: Implement computer vision algorithms using frameworks such as OpenCV, TensorFlow, PyTorch, or similar.
  3. Data Processing: Prepare and preprocess large datasets, including data augmentation and transformation techniques to enhance model performance.
  4. Model Evaluation: Evaluate model performance using various metrics and techniques, including cross-validation, to ensure high accuracy and robustness.
  5. Deployment: Deploy machine learning models in production environments, ensuring they are scalable, efficient, and reliable.
What You'll Need
  • Education: Bachelor's degree in Computer Science, Electrical Engineering, Data Science, or a related field. A Master's degree is a plus.
  • Experience: At least 3 years of experience in machine learning and computer vision, with a proven track record of developing and deploying successful models.
  • Technical Skills:
    • 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.
    • Familiarity with cloud platforms (e.g., AWS, Azure, Google Cloud) and experience deploying models in production environments.
    • Strong programming skills with a focus on clean, efficient, and well-documented code.
  • Soft Skills:
    • Strong problem-solving abilities and analytical thinking.
    • Excellent communication skills, with the ability to explain complex technical concepts to non-technical stakeholders.
    • Ability to work independently as well as in a collaborative team environment.
    • Strong organizational skills with attention to detail.
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.

We are looking for a talented engineer who can bring cutting-edge technology into production environments. If you have a passion for machine learning and computer vision, and want to take your skills to the next level, please consider applying for this exciting opportunity.

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