Machine Learning & Computer Vision Engineer

AHOY is a technology company focusing on machine learning and computer vision solutions.
Karachi, Karachi City, Sindh, Pakistan
Machine Learning
Mid-Level Software Engineer
In-Person
3+ years of experience
AI

Description For Machine Learning & Computer Vision Engineer

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. You will work closely with a team of engineers, data scientists, and product managers to bring cutting-edge technology into production environments.

Key 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.
  • Collaboration: Work closely with cross-functional teams to integrate models into products and systems, providing technical support and troubleshooting as needed.
  • Research: Stay up-to-date with the latest advancements in machine learning and computer vision, and apply relevant findings to improve existing solutions.
  • Documentation: Maintain clear and comprehensive documentation of models, algorithms, and processes to support ongoing maintenance and future development.

This role offers an exciting opportunity to work on cutting-edge machine learning and computer vision projects, contributing to the development of innovative solutions in a dynamic and collaborative environment.

Last updated 3 months ago

Responsibilities For Machine Learning & Computer Vision Engineer

  • Design, develop, and optimize machine learning models for computer vision tasks
  • Implement computer vision algorithms using frameworks like OpenCV, TensorFlow, PyTorch
  • Prepare and preprocess large datasets for model training
  • Evaluate model performance using various metrics and techniques
  • Deploy machine learning models in production environments
  • Collaborate with cross-functional teams to integrate models into products and systems
  • Stay up-to-date with latest advancements in machine learning and computer vision
  • Maintain clear documentation of models, algorithms, and processes

Requirements For Machine Learning & Computer Vision Engineer

Python
  • Bachelor's degree in Computer Science, Electrical Engineering, Data Science, or related field (Master's degree is a plus)
  • At least 3 years of experience in machine learning and computer vision
  • Proficiency in Python and experience with machine learning frameworks
  • Strong understanding of computer vision techniques and libraries like OpenCV
  • Experience with deep learning techniques, including CNNs and transfer learning
  • Familiarity with cloud platforms and deploying models in production environments
  • Strong programming skills with focus on clean, efficient, and well-documented code
  • Strong problem-solving abilities and analytical thinking
  • Excellent communication skills
  • Ability to work independently and in a collaborative team environment
  • Strong organizational skills with attention to detail

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