Booz Allen needs an AI/ML Engineer to train, test, deploy, and maintain models that learn from data to support research and development for a key national defense client. The role will involve testing and driving AI/ML concepts and solutions for a data-intensive system, helping to address the challenge of a fixed number of operators managing increasing data feeds.
Requirements
- 3+ years of experience in delivering AI and ML-based solutions for object identification and classification
- 3+ years of experience with Python coding and libraries, including scikit-learn, spaCy, Hugging Face, TensorFlow, and PyTorch
- Experience with Natural Language Processing for text classification, sorting algorithms, and NLP Model Development
- Experience with remote sensing image processing, data exploitation, and algorithm development
- Experience with software configuration management using Git
- Ability to execute machine learning models in a Linux environment
- Experience with container technology, including Docker or Podman
Responsibilities
- Design, build, and deploy NLP models for text classification, information extraction, and automated sorting.
- Develop and maintain machine learning pipelines from experimentation through production deployment.
- Create data visualizations, plots, and dashboards to communicate model outputs and analytical findings.
- Implement MLOps best practices, including experiment tracking, model versioning, and performance monitoring.
- Evaluate model performance, conduct A/B testing, and optimize algorithms for accuracy and scalability.
- Document technical approaches and communicate results to both technical and mission-focused audiences.
- Test and drive AI/ML concepts and solutions for a data-intensive system.
Other
- TS/SCI clearance is required.
- Ability to work with limited guidance and clear direction
- Possession of excellent verbal and written communication skills, including with peers and clients
- Bachelor's degree
- Applicants selected will be subject to a security investigation and may need to meet eligibility requirements for access to classified information
