AI/ML Engineer

4 weeks ago


Bengaluru, Karnataka, India Ontrack HR Services Pvt LTD Full time
Job Title: AI/ML Engineer - Computer Vision Expert

We are seeking an experienced AI/ML Engineer with a strong background in Computer Vision and OpenCV to join our team at Ontrack HR Services Pvt LTD. The ideal candidate will have 1-3 years of hands-on experience developing, optimizing, and deploying machine learning models, especially focused on computer vision tasks.

Key Responsibilities:

  • Develop, optimize, and deploy computer vision models for image and video analysis tasks using tools such as OpenCV, TensorFlow, PyTorch, etc.
  • Implement image processing algorithms for various applications, including object detection, segmentation, tracking, and recognition.
  • Work with machine learning frameworks to build and fine-tune deep learning models for computer vision tasks.
  • Collaborate with cross-functional teams to integrate computer vision models into production pipelines.
  • Research and implement state-of-the-art techniques in the field of computer vision and deep learning.
  • Evaluate model performance, conduct experiments, and improve algorithms based on project needs.
  • Handle data collection, annotation, and pre-processing, ensuring high-quality datasets for training models.
  • Keep up to date with the latest advancements in AI, ML, and computer vision, proposing new methods or tools for continuous improvement.
  • Work with software engineers to optimize computer vision models for deployment on various platforms, including edge devices and cloud environments.

Requirements:

  • 2-4 years of experience working on AI/ML and Computer Vision projects.
  • Strong experience with OpenCV and image processing techniques.
  • Proficiency in one or more deep learning frameworks such as TensorFlow, Keras, or PyTorch.
  • Solid programming skills in Python with an emphasis on performance optimization.
  • Knowledge of machine learning algorithms, particularly those used in computer vision tasks such as convolutional neural networks (CNNs), object detection, and image segmentation.
  • Familiarity with common image processing techniques such as feature extraction, thresholding, morphological transformations, and contour detection.
  • Experience with data augmentation and model evaluation for image-related tasks.
  • Ability to work with large datasets, and preprocess data for training models (image resizing, normalization, etc.).
  • Strong problem-solving skills and ability to translate business requirements into technical solutions.
  • Excellent communication and teamwork skills, with the ability to work in a dynamic and collaborative environment.

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