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Machine Learning Engineer

Machine Learning Engineer

atwadRiyadh, Riyadh Region, Saudi Arabia
13 days ago
Job description

Roles & Responsibilities :

  • Design and implement machine learning models, algorithms, and deep learning applications and systems.
  • Optimize and scale ML models for production.
  • Collaborate with data scientists, administrators, data analysts, data engineers, and data architects on production systems and applications.
  • Monitor model performance and identify differences in data distribution that could potentially affect model performance in real-world applications.
  • Ensure algorithms generate accurate user recommendations.
  • Prepare and clean data for model training, including data wrangling, feature engineering, and handling missing values.
  • Integrate machine learning models into production systems (web applications, APIs) using software engineering best practices.
  • Document the machine learning development process and model performance for future reference and collaboration.
  • Stay up to date with developments in the machine learning industry.

Relevant Experience :

  • Bachelor’s degree in Computer Science, Engineering, Mathematics, or a related field (preferred).
  • At least 5 years of hands-on experience as machine learning engineer or similar role.
  • Familiarity with Python, Java, C++, and R.
  • Skills Expected :

  • Machine Learning Algorithms and Techniques (supervised, unsupervised, reinforcement learning).
  • Software Engineering Principles (version control, testing, DevOps).
  • Cloud Computing Platforms (AWS, Azure, GCP) (often a plus).
  • Extensive math and computer skills, with a deep understanding of probability, statistics, and algorithms.
  • In-depth knowledge of machine learning frameworks, like Keras or PyTorch.
  • Familiarity with data structures, data modeling, and software architecture.
  • Excellent time management and organizational skills.
  • #J-18808-Ljbffr

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