G2TT
来源类型Report
规范类型报告
DOIhttps://doi.org/10.7249/RR1582
来源IDRR-1582-DIA
Defining the Roles, Responsibilities, and Functions for Data Science Within the Defense Intelligence Agency
Bradley M. Knopp; Sina Beaghley; Aaron B. Frank; Rebeca Orrie; Michael Watson
发表日期2016-11-18
出版年2016
语种英语
结论
  • Collaboration is essential to data science.
  • DIA must decide on what it wants to achieve through data science. It must decide whether to have an organic data science capacity or acquire data science products from outside.
  • DIA must also figure out the workforce skills it needs to achieve the desired output. It would be sensible to employ contract personnel, government civilians, and active-duty military personnel to ensure the broadest representation of technical skills and subject-matter expertise.
  • Training managers and leaders will be critical to embedding data science into the organization.
摘要

This report addresses and recommends potential methods for the Defense Intelligence Agency (DIA) to identify, hire, and organize data scientists. The authors examine data science activities in the private sector and university-level data science training and also explore hiring and retention options for creating a data science capability within DIA. They also examine the results of interviews with DIA employees. The authors recommend that DIA create its own data science capability with a mix of government experts and contractors capable of managing activities unique to military intelligence operations and that DIA establish a center of excellence to oversee and promote data science activities, development, and training.

目录
  • Chapter One

    Introduction

  • Chapter Two

    Data Science Activities in the Private Sector

  • Chapter Three

    Data Science Education

  • Chapter Four

    Identifying and Defining Data Science Specialties

  • Chapter Five

    Data Science Capability in DIA Today

  • Chapter Six

    Building and Maintaining a Data Science Capability

  • Chapter Seven

    Organizing Data Science at DIA

  • Chapter Eight

    Building DIA’s Data Science Capability: Findings and Recommendations

  • Appendix A

    Interview Protocol

  • Appendix B

    Notional Data Science Position Descriptions

  • Appendix C

    Methodology

主题Big Data ; Cyber and Data Sciences ; Data Analysis ; Data Science ; Military Intelligence ; Scientific Professions ; Workforce Development ; Workforce Management
URLhttps://www.rand.org/pubs/research_reports/RR1582.html
来源智库RAND Corporation (United States)
引用统计
资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/523191
推荐引用方式
GB/T 7714
Bradley M. Knopp,Sina Beaghley,Aaron B. Frank,et al. Defining the Roles, Responsibilities, and Functions for Data Science Within the Defense Intelligence Agency. 2016.
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