Senior Machine Learning Engineer

5 days ago


Abu Dhabi, Abu Dhabi, United Arab Emirates UMATR Full time
Senior Machine Learning Engineer

Senior Machine Learning Engineer - Abu Dhabi (on-site)

As a Senior Machine Learning Engineer, you will play a pivotal role in designing, building, and maintaining advanced machine learning solutions. Your expertise will contribute to developing scalable, high-quality ML systems that support critical business objectives in the healthcare domain.

Key Responsibilities:

  • Design, train, and deploy machine learning models across various stages of the ML lifecycle
  • Establish and enforce best practices in coding, model design, and documentation
  • Collaborate with cross-functional teams, including data engineers, DevOps, and UI developers, to integrate ML models into production systems seamlessly
  • Ensure scalability, reproducibility, and robustness in model performance
  • Propose and implement architectural solutions aligned with organizational requirements
  • Develop and maintain automated pipelines for data preprocessing, model training, and deployment
  • Set up monitoring systems to track model performance and ensure system stability
  • Work with Product Managers to understand business goals and translate them into actionable technical tasks
  • Effectively communicate analytical insights and results to non-technical stakeholders

Requirements:

  • 7+ years of experience in machine learning, with hands-on model development expertise
  • Strong Python programming skills and proficiency in ML libraries such as PyTorch and Hugging Face Transformers
  • Practical knowledge of Git, MLflow (or similar), and CI/CD workflows for ML
  • Advanced SQL skills and experience building/managing data pipelines with tools like Apache Airflow
  • Familiarity with Kubernetes for deploying and managing ML services
  • Experience with AWS and their ML services (GCP or Azure experience will suffice)
  • Strong understanding of MLOps principles and practices
  • Experience with LLMs and GenAI is preferable
  • Experience in the MedTech of Healthcare space is beneficial
Seniority level

Mid-Senior level

Employment type

Full-time

Job function

Information Technology

Industries

Staffing and Recruiting

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