Reston, Virginia
24 days ago
TS/SCI w Poly Data Scientist
Responsibilities:



Work closely with the Client's technical lead to architect, deploy, and maintain multiple, fast-turnaround capabilities used to perform various highly-visible and high-priority collection efforts.

Strategically apply AI/ML to extract, format, and expose in indexed search tools relevant content such as raw text, multimedia (audio, image, video, document), tabular (CSV, Parquet, Avro) or nested (JSON, JSONL, XML), and other structured /unstructured data types. Data is expected to be of varying formats, schemas, and structures.

Provide Data Engineering support to include cleaning, modeling, and formatting data of unknown formats.

Move data between different cloud storage environments for critical requests.

Coordinate with multiple entities, including mission partners, to ensure capabilities and deliverables meet defined requirements and tradecraft needs.

Create and maintain collection capabilities and deliverables within the Client's Amazon Web Services environment utilizing Client approved AWS services.

Validate collected data to ensure it meets data format requirements.

Maintain all source code in Client's GitHub repository.

Document all source code, including how to execute the code.

Perform operations and maintenance on the collection capabilities and deliverables to adapt to changes in collection target, technologies, data formats, and naming conventions.

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