Data Scientist Senior Technical Specialist

Key Skills

Algorithms, Apache Hadoop, Apache Hive, Apache Impala, Apache Mahout, Apache Pig, Jupyter Notebook, Natural Language Processing (NLP), Pandas, REST API, XML-JSON

Job Description

Job Description

Overview

BigBear.ai is seeking aData Scientist Senior Technical Specialistto join their software development team for an intelligence project.

This work will sit in a SCIF in Columbia, MD with some possibility for remote work.

What you will do

• 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.

What you need to have

• Master's plus 12 or more years of relevant experience required. Additional experience may be considered in lieu of degree.
• Degree in computer science, software engineering, or field applicable to the position required.
• Must possess and maintan a TS/SCI clearance with ability to pass a polygraph
• 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, Accumulo, 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

What we'd like you to have

 Security+ or other IAT II/III level certification that is currently active

 ArcGIS automation and modeling

 Experience with SAFEHOUSE web GIS platform

About BigBear.ai

BigBear.ai delivers AI-powered analytics and cyber engineering solutions to support mission-critical operations and decision-making in complex, real-world environments. BigBear.ai’s customers, which include the US Intelligence Community, Department of Defense, the US Federal Government, as well as customers in manufacturing, healthcare, commercial space, and other sectors, rely on BigBear.ai’s solutions to see and shape their world through reliable, predictive insights and goal-oriented advice. Headquartered in Columbia, Maryland, BigBear.ai is a global, public company traded on the NYSE under the symbol BBAI. For more information, please visit: http://bigbear.ai/ and follow BigBear.ai on Twitter: @BigBearai.