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Data Engineer - Senior

Company: General Dynamics
Location: Washington
Posted on: June 12, 2021

Job Description:

Responsibilities for this Position

Location: USA DC Bolling AFB

Full Part/Time: Full time

Job Req: RQ84701

Type of Requisition:

Regular

Clearance Level Must Currently Possess:

Top Secret SCI + Polygraph

Clearance Level Must Be Able to Obtain:

Top Secret SCI + Polygraph

Public Trust/Other Required:

None

Job Family:

Data Science

Job Description:

  • Support the identification, prioritization, and scheduling of data modeling and processing requirements with users.
  • Report the status of all data extraction, transformation, and load activities.
  • Re-construct data provided in XML, delimited text, email (e.g. eml, mbox, pst), and a variety of database systems (SQL, Server, Oracle, PostgreSQL, MySQL).
  • Apply semantic data modeling techniques to classify, aggregate, and generalize data stored in hierarchical, network, or relational database management systems to define the meaning of data within the context of its interrelationships with other data.
  • Validate semantic data models with users.
  • Transform semantic data models into physical database designs.
  • Design physical database management systems to represent semantic data models, including relational and object-relational Databases (e.g. Postgress, SQL, Server, MySQL), Key value stores, Inverted Indexes (Lucene, Elastic Search), and distributed file systems (e.g. Tachyon, HDFS).
  • Write software code and scripts, and use COTS, GOTS, and open source softward to extract objects (e.g. entities, events, documents, and relationships) from structured and unstructured data and multimedia (e.g. exif).
  • Create and maintain a repository of software code and scripts (e.g. Java and Python), for rapidly extracting, transforming, and loading a variety of structured and unstructured data sources.
  • Integrate software code and scripts for the automation of repeatable extract, transform, and load.
  • Provides technical support for data services and data management in a multi-cloud and multi-domain environment.
  • Lead the design of physical data base management systems to represent semantic data models, including relational and object-relational Databases (Postgress, SQL Server, MySQL), Key value stores, Inverted Indexes (Lucene, Elastic Search), and distributed file systems (e.g. Tachyon, HDFS).
  • Lead the design and execution of semantic data modeling techniques to classify, aggregate, and generalize data stored in hierarchical, network, or relational database management systems to extract context through interrelationships with other data.
  • Direct the execution of data science methods using parallel computing frameworks (e.g. deeplearning4j, Torch, Tensor Flow, Caffe, Neon, NVIDIA CUDA Deep Neural Network library (cuDNN), and OpenCV)) and distributed data processing frameworks (e.g. Hadoop (including HDFS, Hbase, Hive, Impala, Giraph, Sqoop), Spark (including MLib, GraphX, SQL and Dataframes).
  • Support multiple simultaneous projects and take open-ended or high-level guidance, independently and collaboratively make discoveries that are mission-relevant, and package and deliver the findings to both technical and non-technical audiences.
  • Help develop the requisite team of data engineers for delivering database performance.
  • Collaborate with other team members to engineer database performance as part of the total data enterprise.
  • Lead special emphasis on defining the required multi-model or polyglot data storage technologies in order to achieve mission value.
  • Collaborate with other tech teams to implement advanced analytics algorithms that exploit our rich datasets for statistical analysis, prediction, clustering and machine learning
  • Manage technical staff and technical resources to priority needs.
  • Contribute to professional development and work culture for high performing teams.

Scheduled Weekly Hours:

40

Travel Required:

Less than 10%

Telecommuting Options:

Telecommuting Not Allowed

Work Location:

USA DC Bolling AFB

Additional Work Locations:

We are GDIT. The people supporting some of the most complex government, defense, and intelligence projects across the country. We deliver. Bringing the expertise needed to understand and advance critical missions. We transform. Shifting the ways clients invest in, integrate, and innovate technology solutions. We ensure today is safe and tomorrow is smarter. We are there. On the ground, beside our clients, in the lab, and everywhere in between. Offering the technology transformations, strategy, and mission services needed to get the job done.nnGDIT is an Equal Opportunity/Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or veteran status, or any other protected class.

Keywords: General Dynamics, Washington DC , Data Engineer - Senior, Other , Washington, DC

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