Position supports a ground-breaking initiative to incorporate commercially available artificial intelligence technologies into Department of Defense warfighting systems. Manages the efforts of a coalition of subcontractors, University Affiliated Research Center (UARC), and Federally Funded Research and Development Center (FFRDC) to create and field machine learning solutions to warfighters.
The Full Stack Developer will work with a Data Management team to develop end-to-end data extraction, transformation, and loading processes that feed into Machine Learning (ML) training efforts. The Developer will be part of a high-visibility DoD project that spans more than 10 lines of effort across various fields of ML, including Computer Vision, Natural Language Processing, Document Entity Extraction, Reasoning, and others at various levels of production. This position entails creating prototype through working production level pipelines to mine, transform, and deliver various sources of raw data into easily ingestible, machine- and human-taggable forms in preparation for ML training. Interfacing with existing state of the art, machine learning tagging software, data science analysis software, and ML algorithm training software, this position further entails developing in Linux and MS environments to create the virtual mining, refining, and shipping processes for an inexhaustible source of unique raw data types – images, videos, text, and other ML training data—all of which serve large scale algorithm training operations.
Roles and Responsibilities:
Working within a dynamic team environment with rapid deadlines and limited direct supervision.
Operating in Linux and MS server Environments.
Organizing ideas into white-boardable workflows and visual presentations (diagrams, powerpoints, screenshots), and communicating to team members and planners about timelines and dependencies regarding development.
Remediating code based on security scan results.
Working with a data management team to integrate workflows inside and outside of integrated development environments (IDE) in order to develop interfaces to and from the IDE.
Working at DoD-client and contractor locations per direction.
Other duties, as assigned.