Artificial Intelligence and Machine Learning
Core
Design, develop, train, fine-tune, and deploy NLP and multilingual language models (including Marian-based machine translation) to address mission and operational needs.
Role type
Senior IC Machine Learning Engineer (NLP/LLM)
Builds
Scalable NLP solutions, multilingual language models, and AI-driven applications for operational use.
Domain
Defense/Intelligence, Natural Language Processing, Cloud AI/ML
Deliverable
production ML models
Required skills
Machine learning model development, NLP, language-model architectures, Marian-based machine translation, GPU-based training, Java, C, C++, TensorFlow, PyTorch, Hugging Face, AWS SageMaker, dataset selection, statistical analysis, model evaluation, full-stack development, system design
Preferred skills
Computational linguistics, LLMs, MLOps, automated pipelines, Kubernetes, model monitoring, drift detection, secure data handling
Technologies
AWS Lambda, EC2, S3, MLflow, Git, Kubernetes, PyTorch, TensorFlow, Hugging Face, Marian
Responsibilities
Design and implement ML algorithms and models for mission needs; build and enhance NLP and multilingual language-model solutions; select datasets and evaluate model effectiveness; execute AI/ML testing, benchmarking, and error analysis; develop and deploy models on cloud platforms; integrate models with operational systems; contribute to frontend and backend components for AI/ML applications
Seniority
Senior, hands-on IC
