Cloud Computing Engineer

2 days ago


Islamabad, Islamabad, Pakistan Embrace IT Pakistan Full time
Job Description:

We are seeking a highly skilled Machine Learning Engineer to join our dynamic team at Embrace IT Pakistan.

The ideal candidate will have expertise in designing and implementing state-of-the-art machine learning models, as well as experience in scaling cloud-based infrastructure for machine learning projects.

Key Responsibilities:

  1. Develop advanced machine learning models focused on indoor mapping solutions using computer vision techniques.
  2. Scale, manage, and optimize machine learning infrastructure in the cloud (preferably GCP).
  3. Lead and coordinate external annotation teams, overseeing the data labeling process for ML projects.
  4. Develop rule-based systems to complement and enhance the performance of ML models.
  5. Conduct and manage ML experiments while ensuring production-quality standards, accuracy, and performance metrics are met.

Requirements:

  1. Proficient in Python programming for ML and data science.
  2. Expertise in machine learning models, image processing, and computer vision solutions.
  3. Hands-on experience with PyTorch, TensorFlow, and Jupyter Notebooks.
  4. Familiarity with cloud platforms (preferably GCP) and API development.
  5. Strong understanding of ML infrastructure and cloud services.
  6. Leadership experience in managing data annotation teams and data labeling efforts.
  7. Experience in rule-based systems development.
  8. Knowledge of ML model scaling and performance optimization.
  9. Familiarity with MLOps and CI/CD pipelines for ML deployment.


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