Machine Learning Algorithm Specialist

4 days ago


Karachi, Sindh, Pakistan AHOY Full time

AHOY is seeking an experienced Computer Vision Software Developer to join our team. The ideal candidate will have a strong background in computer vision and machine learning, with a proven track record of developing and deploying successful models.

Responsibilities
  • Design and Develop Machine Learning Models: 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.
  • Implement Computer Vision Algorithms: Implement computer vision algorithms using frameworks such as OpenCV, TensorFlow, PyTorch, or similar.
  • Prepare and Preprocess Large Datasets: Prepare and preprocess large datasets, including data augmentation and transformation techniques to enhance model performance.
  • Evaluate Model Performance: Evaluate model performance using various metrics and techniques, including cross-validation, to ensure high accuracy and robustness.
  • Deploy Models in Production Environments: Deploy machine learning models in production environments, ensuring they are scalable, efficient, and reliable.
  • Collaborate with Cross-Functional Teams: Work closely with cross-functional teams to integrate models into products and systems, providing technical support and troubleshooting as needed.
  • Stay Up-to-Date with Industry Advancements: Stay up-to-date with the latest advancements in machine learning and computer vision, and apply relevant findings to improve existing solutions.
  • Maintain Clear Documentation: Maintain clear and comprehensive documentation of models, algorithms, and processes to support ongoing maintenance and future development.
Qualifications
  • 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.

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