Data Scientist
On-siteMcLean, Virginia, United States
Job Summary
Analyze and visualize structured and unstructured data to support customer-driven decisions on production, resources, and mission-critical personnel. Build machine learning models for text classification and topic modeling using Python NLP packages, deep learning frameworks, and HuggingFace Transformers. Perform extract, transform, and load procedures while leveraging GPUs for accelerated computing and writing advanced SQL queries. Conduct advanced statistical analysis on personnel, intelligence, and performance data. Requires active TS/SCI clearance with polygraph and U.S. citizenship. Located in McLean, VA, this on-site role offers competitive compensation and excellent benefits within a minority-owned cyber security firm.
Required Qualifications
- Must maintain active/current TS/SCI with a polygraph clearance.
- Demonstrated experience performing extract, transform, and load procedures.
- Experience with Python NLP packages such as Spacy, Gensim, or NLTK.
- Demonstrated experience with deep learning frameworks such as PyTorch, Tensorflow, or Keras.
- Experience with HuggingFace Transformers libraries and hub.
- Experience with creating machine learning models that conduct text classification and topic modeling.
- Deep experience leveraging GPUs for accelerated computing, and writing advanced queries in SQL.
- Experience conducting advanced statistical analysis on personnel, intelligence, and performance.
- U.S. Citizens
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