Data Scientist

  • Engility,
  • Springfield, VA
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Engility
Algorithms, Analysis, Automated, Data Analysis, Modeling, Programming, SGML
Full Time
Telecommuting not available Travel not required

Job Description


Engility is currently looking for a Data Scientist to join our team. The ideal candidate will provide data science services in support of the production of standard and non-standard intelligence products. Additional responsibilities will include but are not limited to:

  • Lead projects with hands-on analysis and modeling, leveraging data analysis and analytical techniques and methods to solve complex business problems.
  • Perform problem domain definition, including data identification and analysis.
  • Extract, aggregate, manipulate, categorize, clean, and transform data associated within an identified problem space for use in predictive modeling.
  • Perform exploratory data analysis and feature generation (i.e., identification, derivation, aggregation).
  • Identify patterns and/or anomalies in large datasets.
  • Perform automated text/data classification and categorization as well as entity recognition, resolution and extraction.
  • Define, develop/programming algorithms; train, evaluate and deploy predictive analytics models using statistical and machine learning techniques and methods.


Typical Duties and Responsibilities:

  • Must have a current/active TS/SCI with the willingness to undergo and pass a CI polygraph.
  • Requires 3 or more years' of experience (various position levels)
  • Requires a Bachelor's degree in technical discipline
  • Familiarity with basic product design principles.
  • Proficiency in using Microsoft Office Suite.
  • Strong writing, presentation, and interpersonal skills.
  • Experience in using electronic publishing and structured authoring software, specifically Frame Maker + SGML.
  • Ability to conceive and prepare thorough, well-articulated tactical or strategic data science products.
  • Ability to identify, retrieve, manipulate, relate and/or exploit multiple structured data sets from various sources.
  • Ability to identify problems to which data science can be applied and initiate appropriate solutions.
  • Ability to identify and appropriately evaluate a wide range of existing methods, models and algorithms in familiar domains for a variety of mission driven problems while recognizing the capabilities and limitations of each method.
  • Demonstrated strong writing and oral communication skills.
  • Ability to identify, retrieve, manipulate, relate and/or exploit multiple structured and unstructured data sets from various sources, including building or generating new data sets as appropriate.
  • Ability to interpret and evaluate the results of data science community's methods models and/or algorithms, understanding the meaning, limitations and scope of the results, and translate them into insightful output for data science and/or mission and identifying other applications for use.
  • Ability to initiate the efficient implementation of methods, tools, and algorithms using a comprehensive range of technologies.
  • Ability to lead work unit proactively addressing and responding to the most difficult data science-related challenges in a timely manner while effectively balancing competing priorities
  • Demonstrated strong writing and briefing skills to educate managers, senior internal officers and the IC.


Required Qualifications:

 

Department: Engineering


Company Information

For nearly 50 years, we have worked on the front lines with our customers on missions that strengthen security and safety and protect the basic values of our society. Our talented professionals provide the expertise and insight needed to create innovative solutions that address critical challenges facing the nation.
Dice Id : 10365615
Position Id : 2017-37574

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