AI/ML Engineer

SOSi

AI/ML Engineer

Chantilly, VA
Full Time
Paid
  • Responsibilities

    Job Description

    Position is contingent upon contract award

    SOSi is seeking an Artificial Intelligence/Machine Learning (Al/ML) Engineer. The AI/ML Engineer shall design, develop, test, evaluate, and deploy Al/ML models and ensembles across various domains, including generative Al, classification, prediction, computer vision, natural language processing (NLP), and reinforcement learning. Al/ML engineering services will be provided to support Sponsor's initiatives, leveraging expertise in Al/ML algorithms, software development, and cloud computing.

    Essential Job Duties

    • Design and develop Al/ML models and ensembles using Sponsor's data and requirements.
    • Preprocess, clean, and analyze large volumes of structured and unstructured Sponsor data to assess utility for Al model training and testing.
    • Collaborate with staff officers to conceptualize, design, develop, and execute experiments verifying model performance and system soundness.
    • Deploy and maintain Al/ML models and ensembles in cloud-based environments, ensuring scalability, reliability, and security.
    • Develop and maintain extract, transform, and load (ETL) pipelines, SQL configurations, and
    • performance metrics to support Al/ML applications.
    • Document and communicate methods and findings using Sponsor's formats and templates, which could include authoring analytic publications, producing ad-hoc reports, creating data visualizations, delivering slideshow presentations or briefings, or documenting methods in GitHub repositories.
    • Provide technical education to staff on an ad-hoc basis on AI/ML related topics.
    • Provide subject matter expertise in Al/ML to support Sponsor's initiatives.
  • Qualifications

    Qualifications

    Minimum Requirements

    • Active Top Secret Clearance.
    • Demonstrated professional experience with the following required tools, systems, services, and data types:
      • Python or R programming languages for AI/ML development.
      • Deep learning frameworks, such as PyTorch, TensorFlow, or Keras.
      • Version control systems, such as GitHub.
      • Cloud computing services from major providers, including experience with cloud-based AI/ML development and deployment.
      • AI/ML model development and deployment, including model turning, experimentation, validation, and benchmarking.

    Preferred Qualifications

    • Experience with AI/ML model explainability and interpretability techniques.
    • Familiarity with Sponsor’s enterprise services, security controls, and data management practices.
    • Experience with front-end web development frameworks, such as Flask.
    • Experience with Tableau to produce visualizations and dashboards.
    • Experience with verification and validation test benches.

    Additional Information

    Work Environment

    • Working conditions are normal for an office environment.
    • Fast paced, deadline-oriented environment.

    Working at SOSi

    All interested individuals will receive consideration and will not be discriminated against for any reason.

  • Compensation
    $70,562-$70,562 per year