Data Scientist SME

Iron Eagle

X (IEX), a wholly owned subsidiary of General Dynamics Information Technology, delivers agile IT and Intelligence solutions. Combining small-team flexibility with global scale, IEX leverages emerging technologies to provide innovative, user-focused solutions that empower organizations and end users to operate smarter, faster, and more securely in dynamic environments.

Iron Eagle

X is seeking a Data Scientist SME to join our dynamic team in Crystal City, VA. This role creates and delivers innovative analytics through production software as a member of a fast-paced, multi-discipline team. This position is onsite and requires travel for 60-90 days to CONUS sites each year.

• Build and ship Python-based analytic services (APIs, batch, streaming) with CI/CD, testing, and containerization.
• Build and update web-based GUIs (Streamlit, etc.) for the lightweight visualization of complex analytics.
• Design and harden automated methods for linking disparate sources across very large datasets.
• Own the lifecycle: ingest/ETL, modeling, deployment, and monitoring (performance, drift, data quality).
• Work with analysts, developers, and other data scientists to turn workflows into robust, automated pipelines.
• Apply supervised/unsupervised learning, graph methods, and statistical modeling.
• Enforce engineering rigor: unit and integration testing, typing, code review, and documentation.
• Identify data gaps/anomalies and improve TTPs and methodologies in classified environments.

• Production Python expertise (packages, APIs/services, packaging, dependency management).
• SQL proficiency; experience with large-scale systems (Trino, Postgre
  
  SQL, Hive; Open Search, Elastic Search; distributed compute a plus).
• Proven model productionization (FastAPI, batch jobs, or streaming), CI/CD, Docker, and Linux. Strong with Num Py, Sci Py, pandas, scikit-learn, Matplotlib; comfortable moving from exploration to maintainable code.
• Practical experience in entity resolution, graph/relational reasoning, and applied statistics.
• Experience integrating structured, unstructured text, and semi-structured data.
• Due to US Government Contract Requirements, only US Citizens are eligible for this role.

• Orchestration & Data Quality – Airflow.
• Distributed & Streaming – Spark, Kafka.
• Development and CI/CD – Kubernetes, pytest.
• Observability & Reliability – Data & model drift monitoring.

Bachelor's degree in Computer Science, Statistics, Engineering, or a related field (or equivalent experience). Advanced degrees are a plus.

An active TS/SCI security clearance is required and candidates must have or be willing to obtain a CI Poly. Candidates without this clearance will not be considered.

Equal Opportunity Employer / Individuals with Disabilities / Protected Veterans #iexjobs