About this opportunity
BE / RenXTech lists this Data Scientist - Expert level (22650) opportunity in mclean, Virginia. Review the employer’s description below for duties, qualifications and application requirements.
Job description
Overview
Data Scientist — Full Time, McLean, VA. Seek to analyze large amounts of data (raw, text, sponsor, etc.) to provide business insight.
Responsibilities
Analyze large amounts of data (raw, text, sponsor, etc.) to provide business insight.
Develop practical approaches for measuring performance; assist in collecting, analyzing, and presenting data to senior leadership.
Conduct advanced statistical analysis on personnel, intelligence, and performance metrics.
Assist in selecting or developing appropriate methodologies to conduct research; analyze information and present findings clearly to customers.
Write Python scripts to pull data from web-based APIs and relational databases.
Develop applications for semantic search.
Tune large language models (LLMs) on custom data sets and apply results to specific use cases.
Produce visualizations and dashboards (Tableau) to support decision making.
Leverage GPUs for accelerated computing where applicable.
Qualifications
Must be a U.S. Citizen
Must have an Active TS/SCI clearance with Polygraph
Experience with NLP tasks: selecting Python libraries, preprocessing, analyzing, and evaluating model performance
Experience using Python NLP packages (SpaCy, Gensim, NLTK) to analyze or process document collections
Experience with deep learning frameworks (PyTorch, TensorFlow, Keras)
Experience with the HuggingFace Transformers library and hub
Experience creating ML models for text classification and topic modeling using Scikit-learn or deep learning models
Experience with encoder-decoder and generative language models for NLP tasks
Ability to communicate methodological choices and model results
Proficiency with SQL (CTEs, set operations, aggregations, nested subqueries)
Experience with version control systems (GitHub) and CI/CD tools (Jenkins)
Experience leveraging GPUs for accelerated computing
Experience with cloud computing development and architecture
Experience with front-end web development frameworks such as Flask
Experience developing applications for semantic search
Experience with Tableau to produce visualizations and dashboards
Company and Equal Opportunity
BE, and its wholly owned subsidiary RenXTech, are trusted partners to the national security community. We are an Equal Opportunity Employer and do not discriminate on the basis of race, color, religion, sex, national origin, age, disability, veteran status, or any other status protected by law. Applicants with disabilities may be entitled to reasonable accommodation under the Americans with Disabilities Act and certain state or local laws. Please inform the Company's personnel representative if you need assistance completing any forms or to participate in the application process. An incomplete application may affect consideration for employment.
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Worksite address
mclean, VA, 22107, US
Who can apply
Review the original listing for work authorization, qualifications and employer requirements.