Jaxon is looking to make AI trustworthy for mission-critical environments, particularly for the U.S. Department of Defense, by advancing machine learning capabilities to meet the rigor and reliability required for national security operations.
Requirements
- Python
- Python Data Science Stack - NumPy, Pandas, Scikit Learn, various deep learning and NLP libraries
- Langraph, LlamaIndex and/or other agentic libraries
- Docker, Docker Compose, K8s and related container orchestration technologies
- Hands-on experience running local LLMs using technologies such as Ollama and Transformers
- Experience with libraries relevant to data manipulation
- Understanding of both the fundamentals and applications of different NLP approaches
Responsibilities
- Collaborate Across Teams: Work with cross-functional, geographically distributed teams to integrate ML models into our existing systems and workflows, enhancing product capabilities.
- Optimize Data Processing and Model Performance: Conduct comprehensive data management including preprocessing, feature engineering, and model evaluation to improve accuracy and efficiency.
- Technical Proficiency with an NLP focus: Demonstrate solid machine learning engineering experience, particularly with NLP applications and unstructured data in a cloud environment.
- Understand Large Language Models: Intimately familiar with the model deployment process, optimization of LLM parameters for specific behaviors, and a general understanding of LLM functionality and use cases.
- Implement and build on DSAIL’s capabilities to increase security and reliability for customers.
- Address the fundamental limitations of LLMs – specifically around context and logical reasoning.
- Conduct comprehensive data management including preprocessing, feature engineering, and model evaluation to improve accuracy and efficiency.
Other
- Ability to context switch as needed
- Ability to communicate findings and recommendations clearly and constructively to peers, management, partners, and customers
- Bachelor's degree in Computer Science or similar
- Minimum 5 years of experience in similar roles
- Ability to work in an environment where day-to-day priorities and tasks may rapidly change
