Data Scientist
- Employer
- York & Whiting, LLC
- Location
- Arlington, VA
- Closing date
- Jun 19, 2019
View more
- Industry
- Technology and Software
- Function
- Accountant, IT
- Hours
- Full Time
- Career Level
- Experienced (Non-Manager)
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Essential Duties and Responsibilities: * Responsible for employing mathematics, statistics, information science, artificial intelligence, machine learning, network science, probability modeling, data mining, data engineering, data warehousing, data compression, data protection, and/or other scientific techniques to correlate complex, technical findings into graphical, written, visual and verbal narrative products on trends of existing intelligence data to leverage other IC data sources. * Develops and utilizes machine learning and data mining algorithm, including, but not limited to prediction algorithms based on open source capabilities. * Integrates or codes algorithms to support Government intelligence search and discovery missions. * Makes best practice recommendations on managing data within hardware, software, storage and bandwidth constraints. * Employs data science techniques to support predictive analysis, social media and crowed-source data analytics, ware gaming, and strategy development. * Employs exploratory analysis and rapid iteration techniques off large volumes of data to quickly derive intelligence. Prepares products to describe and document findings and activities. Education and/or Work Experience Requirements: Required: * Active TS/SCI w/ CI Poly * Programming experience: Python with pandas and matplotlib, R (programming language) * Data Science tools experience: Scikit-learn, Keras, TensorFlow, PyTorch, Natural Language Toolkit (NLTK)
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