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Abu Dhabi

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

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    Description
    • Collaboration:
      • Work withproduct managers and business owners to understandrequirements.
    • Data toModel
      • Create data pipelines and preprocess datafrom diverse sources (text, imaging, genomics, HER, etc.) to makeit ready for model training. Monitor data quality through theprocess.
      • Build scalable and efficient MLpipelines powered by GPUs.
      • Implement acomprehensive model evaluation mechanism to measure and enhancemodel performance for superiormetrics.
    • ModelEnhancement and System Augmentation
      • Augmentcapabilities of the foundation model using agent-based tooling suchas LangChain and LlamaIndex.
      • Implementhigh-performant vector databases, knowledge graphs, reasoningengines, and other similar components to augment the capabilitiesof a foundationmodel.
    • Deployment,Testing, and Prototyping
      • Deploy the AI models ina highly available and scalable manner.
      • Createmodel APIs for the software developers to consume in theirapplications.
      • Implement A/B testingmechanisms.
      • Implement guards against unintendedinputs or unsupported usage of thesystem.
      • Prototype and present demo-ready AIsolutions to various stakeholders.

    Qualifications

    Experience,Education, Skills:

    • 3+ years of ML Engineeringexperience.
    • Experience of building models usingstructured and unstructureddata.
    • Bachelor's/Master'sdegree in Computer Science, Machine Learning, AI, or relatedfields.
    • Experience with building productspowered by NLP models and hands-on experience with MLOps tools,e.g., MLFlow.


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