Job Title: Systems Architect
Location: Falls Church, Pentagon, Alexandria, or Arlington
Workplace: Hybrid (must be able to commute to one of the above offices 2-3 times per week)
Clearance Required: must have an active Top-Secret (TS) clearance (must be able to achieve a TS/SCI clearance with scope)
Position Overview:
Supports the Department of Defense's (DoD) Chief Digital and Artificial Intelligence Officer's (CDAO) Mission Analytics / Core Analytics Products, Search Products Portfolio, and Unstructured Data Search Enhanced by AI/ML (UD/SEAM).
Major Duties/Tasks:
Analyze and assess software development and data processing requirements and
determine optimum, cost-effective solutions.
Develop an understanding the technical requirements, aligning them to business goals,
and then translating them into architectures capable of handling complex search queries
across collections of large datasets, utilizing the Advana platform
Support and work with a hybrid team of analyst, engineers, and developers to conduct
research, and build and deploy complex, but easy-to-use search tools, analytical
capabilities and/or devise a plan for development.
Works with data scientists, UX designers, developers, and testers to compose cohesive
and sound designs that form the basis of scalable solutions.
Optimizes software designs and architectures to deliver desired performance targets
and devises tooling and methodologies to profile execution and capture performance
metrics
Requirements:
Required Education:
Bachelors degree plus 5-7 years experience, or a Masters Degree plus 3 years of
experience.
Required Skills/Experience:
Significant experience in one or more scripting languages such as Python or R, Proficient
in one or more big data programming languages, such as Python, Scala, or Java
Analyze and decomposes activities and requirements to software designs that are
allocated across systems components/sub-components.
Experience with Elasticsearch and related indexing technologies
AI/ML model development, containerization, and productization experience
Familiarity with natural language processing, the use of Large Language Models, and the
use of both containerized and Apache Spark based computing environments (e.g.
Databricks) for the processing of unstructured text data.
Knowledge Graph construction and reasoning experience, to include experience with
property graph model frameworks and Neo4J.
Experience with cloud based computing environments such as AWS or GCS, especially
experience with GovCloud, C2S, SC2S, UC2S and follow-on government cloud compute
environments.
Experience in direct support of military or intelligence community customers,
demonstrating progressive technical development and mission-focused outcomes.
Experience with cyber security compliance, secure software development
methodologies and the process for obtaining authority to operate (ATO) on defense and
intelligence community networks.
Experience leveraging existing COTS/GOTS/OS tools in unconventional manners.
Experience with multi-intelligence and multi-domain systems and understanding
of current object and activity-based models in the community.
Preferred Skills and Qualifications:
An active TS/SCI clearance
Experience with:
the DoDs CDAO, Advana, or other CDAO products
Agile methodology
AI-enhanced search
AI/ML for information retrieval and insight extraction