Data Scientist

5 days ago


Islamabad, Islamabad, Pakistan Expromarket Full time
Job Overview

We are seeking a skilled Data Scientist to join our team at Expromarket in Pakistan. The successful candidate will have a minimum of 2 years of experience in image processing and computer vision, with a strong background in deep learning and machine learning algorithms.

Key Responsibilities:

  1. Data Analysis and Preprocessing: The Data Scientist will be responsible for collecting, analyzing, and preprocessing large datasets to prepare them for model training.
  2. Algorithm Selection: Based on the project requirements, the Data Scientist will select the most suitable algorithms for image classification, object detection, semantic segmentation, instance segmentation, and OCR tasks.
  3. Model Training, Evaluation, and Fine-Tuning: The Data Scientist will train, evaluate, and fine-tune machine learning models using frameworks like TensorFlow and PyTorch.
  4. Model Deployment and Maintenance: Once the models are trained and evaluated, the Data Scientist will deploy and maintain them on cloud platforms like AWS or GCP.
Requirements:
  • A minimum of 2 years of experience in image processing and computer vision.
  • Experience in projects based on deep learning image classification (DCNN), object detection (RCNN, F-RCNN, SSD, Yolo, etc.), semantic segmentation, instance segmentation algorithms (M-RCNN, DeepMask), and OCR (Tesseract).
  • Familiarity with model optimization SDKs like TensorRT.
  • Good understanding of Python programming.
  • Knowledge of libraries like OpenCV, Scikit-learn, NumPy, PIL, Matplotlib, and frameworks like TensorFlow and PyTorch.
  • Experience in developing and deploying machine learning models on AWS or GCP, and familiarity with version control systems like Git.
  • Knowledge of tools like Jira and Confluence is a plus.
  • Experience in developing computer vision products (at least two) using custom datasets, beyond MNIST, CIFAR10, etc.
  • Ability to think outside the box and a passion for learning computer vision and machine learning.


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