AI Engineer

Avid Technology Professionals

  • Annapolis Junction, Maryland
  • 30+ days ago

    Highlights

    This includes prototyping new models, writing production-quality code, and maintaining existing AI systems. datasets (both structured and unstructured) to inform the data model, identify data.

    Numbers & Facts

    LocationAnnapolis Junction, Maryland
    Websitehttps://www.avidtec.com

    Description

    Design and Development: Lead the design and development of AI-driven solutions from
    conception to deployment, ensuring seamless integration with the existing software
    architecture. This includes prototyping new models, writing production-quality code,
    and maintaining existing AI systems.
    Collaboration and Communication: Serve as a key technical liaison, collaborating with
    cross-functional teams including system engineers, software developers, and domain
    experts. Effectively present and articulate recommended AI approaches, discussing the
    tradeoffs and implications of different implementations with both technical and nontechnical
    stakeholders.
    Data Analysis and Modeling: Conduct Exploratory Data Analysis (EDA) on diverse
    datasets (both structured and unstructured) to inform the data model, identify data
    quality issues, and determine optimal input formats for AI models.
    Model Building and Evaluation: Develop, train, and evaluate a variety of machine
    learning models, ensuring they meet performance and reliability requirements.
    Implement robust testing and validation strategies to ensure models are accurate and
    unbiased.
    Continuous Improvement: Stay current with the latest advancements in AI and machine
    learning, continuously seeking opportunities to apply new technologies and
    methodologies to improve existing systems and solve complex problems.
    Cloud Platforms: Have experience with the Amazon Web Services (AWS) cloud
    computing platform and machine learning operations (MLOps) tools for deploying and
    managing machine learning models at scale.

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