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Abu Dhabi

    Engineer - Machine Learning - Abu Dhabi, United Arab Emirates - G42

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    Description
    • Collaboration:
      • Work with product managers and business owners to understand requirements.
    • Data to Model
      • Create data pipelines and preprocess data from diverse sources (text, imaging, genomics, HER, etc.) to make it ready for model training. Monitor data quality through the process.
      • Build scalable and efficient ML pipelines powered by GPUs.
      • Implement a comprehensive model evaluation mechanism to measure and enhance model performance for superior metrics.
    • Model Enhancement and System Augmentation
      • Augment capabilities of the foundation model using agent-based tooling such as LangChain and LlamaIndex.
      • Implement high-performant vector databases, knowledge graphs, reasoning engines, and other similar components to augment the capabilities of a foundation model.
    • Deployment, Testing, and Prototyping
      • Deploy the AI models in a highly available and scalable manner.
      • Create model APIs for the software developers to consume in their applications.
      • Implement A/B testing mechanisms.
      • Implement guards against unintended inputs or unsupported usage of the system.
      • Prototype and present demo-ready AI solutions to various stakeholders.

    Qualifications

    Experience, Education, Skills:

    • 3+ years of ML Engineering experience.
    • Experience of building models using structured and unstructured data.
    • Bachelor's/Master's degree in Computer Science, Machine Learning, AI, or related fields.
    • Experience with building products powered by NLP models and hands-on experience with MLOps tools, e.g., MLFlow.


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