AI/ML Engineer
SOS International LLC5 days ago
Chantilly, VA, USASenior
Responsibilities
- Design and develop AI/ML models and ensembles using Sponsor data and requirements.
- Preprocess, clean, and analyze structured and unstructured data for model training and testing.
- Design and execute experiments to validate model performance and system soundness.
- Deploy and maintain AI/ML models in cloud-based environments for scalability, reliability, and security.
- Develop and maintain ETL pipelines, SQL configurations, and performance metrics for AI/ML applications.
- Document and communicate methods and findings through publications, reports, visualizations, presentations, briefings, and GitHub repositories.
- Provide ad-hoc technical education and AI/ML subject matter expertise to Sponsor staff.
Requirements
- An active Top Secret clearance is required.
- Professional experience with Python or R for AI/ML development is required.
- Experience with deep learning frameworks such as PyTorch, TensorFlow, or Keras is required.
- Experience with version control systems such as GitHub is required.
- Experience with major cloud computing services and cloud-based AI/ML development and deployment is required.
- Experience with AI/ML model development and deployment, including model tuning, experimentation, validation, and benchmarking, is required.
- Preferred qualifications include model explainability and interpretability, enterprise services and security controls, data management practices, Flask, Tableau, and verification and validation test benches.
Benefits
- The position is contingent upon contract award.
- The role is performed in a normal office environment in a fast-paced, deadline-oriented setting.
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