Data Scientist Senior
Annapolis Junction, MD 
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Posted 10 days ago
Job Description

As a Data Scientist Senior Technical Specialist, some of your duties will include:

  • Involvement in the analyses of unstructured and semi-structured data, including latent semantic indexing (LSI), entity identification and tagging, complex event processing (CEP), natural language processing (NLP), and the application of analysis algorithms on distributed, clustered, and cloud-based high-performance infrastructures.
  • Exercises creativity in applying non-traditional approaches to large-scale analysis of unstructured data in support of high-value use cases visualized through multi-dimensional interfaces.
  • Analyze and investigate data sets and summarize their main characteristics, often employing data visualization methods. Exploratory Data Analysis (EDA)
  • Handle processing and index requests against high-volume collections of data and high-velocity data streams.
  • Research and test novel machine learning approaches for analyzing large-scale distributed computing applications.
  • Suggest innovative and creative concepts and ideas that would improve the overall platform
  • Strong understanding of the most recent trends around telecom industry and technology adoption
  • Strong technical and computational skills - engineering, physics, mathematics, coupled with the ability to code design, develop, and deploy sophisticated applications and prototypes using advanced unstructured and semi-structured data analysis techniques and utilizing high-performance computing environments.
  • Utilize advance tools and computational skills to interpret, connect, predict, and make discoveries in complex data and deliver recommendations for business and analytic decisions.
  • Active TS/SCI clearance with ability to pass a polygraph
  • Full time work in a SCIF is required, but hours are flexible.
  • Degree in computer science, software engineering, or field applicable to the position required.
  • Master's plus 12 or more years of relevant experience required. Additional experience may be considered in lieu of degree.
  • Experience with data transport and transformation APIs and technologies such as JSON, XML, XSLT, JDBC, and REST.
  • Experience with Cloud-based data analysis tools including Hadoop and Mahout, Acumulo, Hive, Impala, Pig, and similar.
  • Experience with visual analytic tools like Microsoft Pivot, Palantir, or Visual Analytics.
  • Experience with open-source textual processing such as Lucene, Sphinx, Nutch or Solr.
  • Experience with entity extraction and conceptual search technologies such as LSI, LDA, etc.
  • Experience with machine learning, algorithm analysis, and data clustering
  • Experience with Python scripting, Pandas, Excel
  • Experience with Jupyter Notebooks
  • Data Analysis, Engineering and Enrichment
  • Strong testing and verification skills
  • Ability to work in a fast-paced, high visibility environment
  • Security+ or other IAT II/III level certification that is currently active
  • ArcGIS automation and modeling
  • Experience with SAFEHOUSE web GIS platform

 

Job Summary
Company
Start Date
As soon as possible
Employment Term and Type
Regular, Full Time
Required Education
Master's Degree
Required Experience
12+ years
Required Security Clearance
Top Secret SCI
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