QinetiQ - St. Louis, MO

posted 5 months ago

Full-time - Senior
St. Louis, MO
Machinery Manufacturing

About the position

QinetiQ is seeking a results-driven Senior Data Scientist to support National Security Group (NSG) strategies through the development of automated collection models, dynamic analytic models, workflow automations, and other automation processes and products as assigned. This role is pivotal in enhancing operational performance by refining and improving existing automated solutions through the evaluation of performance data, regular customer interaction, and a standardized maintenance cycle. The ideal candidate will apply data science and visual programming tradecraft to streamline analysis tasks as identified by stakeholders and government entities. In this position, you will enhance technical solutions to address challenges related to intelligence community (IC) integration, automated collections, tipping and cueing, information sharing, and visualization. You will conduct extensive collections and analytic modeling, data processing, data mining, and visualization to support these efforts. A critical aspect of the role involves conducting gap analyses on existing technologies and processes, providing clear communication to customers regarding project progress, processes, and emerging technologies. The Senior Data Scientist will also design, integrate, and maintain Bayesian Belief Network (BBN) processes that utilize automation tools or scripts to drive predictive, activity-based automated collection. You will be responsible for customer elicitation to identify processing problems, workarounds that may need permanent solutions, and gaps in tools and technology. Additionally, you will train and integrate new tools, processes, and capabilities for collection orchestration, providing support for emerging requirements as assigned by the government.

Responsibilities

  • Support NSG strategies through the creation of automated collection models, dynamic analytic models, workflow automations, and any other automation processes and products as assigned.
  • Refine, enhance, and improve the operational performance of any automated solution through the evaluation of performance data, regular customer interaction, and a standardized maintenance cycle.
  • Apply data science and visual programming tradecraft to support and streamline analysis tasks as identified by stakeholders and the government.
  • Enhance technical solutions to problems related to IC intelligence integration, automated collections, tipping and cueing, information sharing, and visualization.
  • Conduct extensive collections and analytic modeling, data processing, data mining, and visualization.
  • Conduct gap analysis on existing technologies and processes.
  • Provide communication to customers on the progress for projects, processes, and emerging technologies as they become available.
  • Clearly communicate data-driven findings and automation to technical and non-technical audiences.
  • Design, integrate, and maintain Bayesian Belief Network (BBN) processes that utilize automation tools or scripts to drive predictive, activity-based automated collection.
  • Conduct customer elicitation to identify processing problems due to procedures, tools, and services; workarounds that may need a permanent solution; and gaps in tools and technology.
  • Train and integrate new tools, processes, and capabilities to be used in collection orchestration.
  • Provide support for emerging requirements as assigned by the government.

Requirements

  • Active TS/SCI Clearance.
  • Proficiency in common geospatial software applications and tools, such as visual programming (JEMA, FADE/MIST, ECO/ETAS), Python, SQL, Git, GIMS, AWS Sagemaker, AWS Cloud, ESRI ArcGIS, statistics (descriptive, Bayesian), Markov-Chain modelling, TensorFlow, Linear Algebra, R, SAS, NLP.
  • 5+ years of relevant experience with a bachelor's degree. (A combination of years of experience & professional certifications/trainings can be used in lieu of a degree)
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