It does not provide larger discovery from the integration of multiple intelligence (multi-INT) disciplines and sources. That way, an analyst can quickly understand how to craft queries to get the information they are after. Furthermore, the observed activity, potential discoveries, and identification of gaps surrounding a specific problem set will in turn drive current and subsequent collection requirements as depicted in figure 3, with the arrow from discovery to planning and direction. This correlated data discovery will potentially answer questions that were never asked or the analysts were unaware of the answers or how to answer the question in the past. This course provides an overview of the analysis of political leaders. Full-Time. In addition to required intelligence analyst courses, you may select from courses that include: You also analyze psychological concepts within intelligence analysis. After georeferencing the collected data within the ABI context, it will be integrated before exploitation. This report argues for more systematic assessment of the structured analytic techniques employed by the Intelligence Community and provides a pilot study illustrating how they could be evaluated. JFQ, National Defense University American Public University System (APUS) is accredited by the Higher Learning Commission (HLC) and is a wholly owned subsidiary of American Public Education, Inc. (APEI). Talent management for intelligence analysts should also include their ability to handle and leverage digital data in their analyses. The ABI methodology will revolutionize the analytic processes applied to situations like this example in a way that will enable automated real-time correlation of data and information from current collections as well as through archived data sources. A comparative systems analysis looks at six key categories: economics; governance and regulations; raw materials; manufacturing; workforce, labor, and skills; and research, development, and innovation. The described examples reveal how ABI methodology provides insight earlier in the intelligence process, enabling analysts to spend more time gaining context and analyzing the problem, while machine-to-machine processing interfaces and correlates the georeferenced data automatically. WebAnswer (1 of 8): Yes. The global electro-optical systems market size is set to reach $18 billion, expanding at 4.1% CAGR from 2022 to 2032, as per industry analysis by Fact.MR, a market research and competitive intelligence provider. Many APUS students receive military tuition assistance and veterans education benefits, which are not student loan debt. Using the integrate before exploit ABI pillar, the analyst is informed by the commingled data, allowing him to search for observables and to potentially discover a threat signature or indicator that was not discernable in the PCPAD paradigm. This course prepares students for advanced research methods. This illustrates the dilemma that recent advances in technology pose for traditional methods of intelligence analysis: The digitization of human society has made huge amounts of information available for analysis. This course provides knowledge needed by law enforcement professionals at the federal, state, and local level, by criminal intelligence analysts working in private industry, and by military intelligence personnel making a transition from a military to a law enforcement career. Something similar will be needed for intelligence analysts within the military. However, the observed CW activity can be quickly identified as significant when an ABI analyst applies the sequence neutrality approach, the fourth pillar of ABI. This course provides the student with an introduction to the methods and techniques of criminal intelligence analysis and strategic organized crime. Here's how intelligence analysis is used on military intelligence analyst resumes: Conduct intelligence analysis to assess intrusion signatures, tactics, techniques and procedures associated with preparation for and execution of attacks. This is information that could have been integrated earlier in the intelligence production process. As depicted in figure 3, this potential ABI-derived discovery would then drive additional analysis including the time-dominant exploitation requirement of the GEOINT, SIGINT, and any additional INT data pertaining to that area. Students will gain foundational knowledge in research planning, design, methodology, data collection, and analysis. Analysts need to know how to handle massive amounts of digital data, which requires some programming skills and basic data science skills. What salary does a Military Intelligence Analyst earn in Witham? This research proposes a high-level yet practical strategic cyber indications and warning approach that governments, NATO agencies, and the private sector can apply to defend against cyber threats. Perhaps the individual agencies had the data 3 days prior but failed to (or were unable to) integrate all the data from their respective data streams in order to first derive understanding and then to identify key indicators of abnormal activity in a way that would lead to a credible, defendable conclusion. There is, and will continue to be, too much information for analysts to parse and sort manually, and analysts must be equipped with skills in data programming to handle this information deluge. That collective analysis helps prepare for attacks and extrapolate information from one enemy to defend against the next. Special Agent Special Agents It addresses the third question (part a.) Thus, there is a need for research, within the military intelligence community, into what machine learning and other AI technologies work for specific military applications and their specific ethical employment. WebOfficers in the Analysis Career Field perform a wide variety of tasks in support of DIA's mission. Ready to take the next step? Iain J. Cruickshank is a Ph.D. candidate in societal computing at Carnegie Mellon University as a National Science Foundation graduate research fellow. March 13 2023, 10:48 a.m. Pro-Trump rioters clash with police and U.S. security forces inside the Capitol building on Jan. 6, 2021 in Washington, D.C. Photo: Gray zone activitiesacts of aggression that remain below the threshold of warcan be used to gain an edge in great-power competition. Imagine being an intelligence analyst tasked with analyzing threats and information warfare on social media for your area of operations, which could be as large as a country or region of the world. Analyzing this data for keywords, group behavior, and actionable intelligence is a task that is often beyond a human analyst (Figure 2). Education Required for this Role: Bachelor-s degree in intelligence studies, and eight (8) years as an intelligence analyst During the Cold War, the IC had a laser focus on the adversary and became adept at distinguishing and even predicting Soviet strategic bomber activity and surface-to-air missile TTPs because they possessed discernable signatures, and those signatures were embedded in doctrine. Using the four-pillared approach, ABI will provide solutions to assembling an answer by fitting small bits of linked yet disparate information from brief ISR windows into a complete picture. Analysts get information from experts in strategy, operations, and on-the-ground intelligence. By Chandler P. Atwood He works primarily on command and control, intelligence, surveillance, and reconnaissance (C2ISR) issues for the U.S. Air Force and U.S. Army, including employment of remotely. But sectarianism is only one lens for understanding the region's conflicts, and some of its drivers are amenable to policy interventions. AMUs online certificate program develops your understanding of the intelligence communitys countermeasures guarding U.S. global interests and protecting U.S. national security. (Military Capabilities) Analyze a nation's ability to mobilize and sustain its armed forces, destroy strategic and tactical targets, employ denial and deception, and achieve specified Joint Force Quarterly 77. That process, codified in joint doctrine as a production model of PCPAD, integrates exploited and analyzed single-source information at the end of the process.16 When executed, the PCPAD model narrowly focuses on exploiting the stovepiped data first and then passing to a multi-INT or all-source analyst to integrate the different pieces of exploited data as depicted in figure 2. Essentially, ABI analysis of the data may happen immediately, or the data may not become relevant until the analyst acquires more data and is able to develop a pattern of activity.20 As such, previously collected and archived multi-INT data analyzed in a forensic manner can be as or more important than data obtained near real time.21 Additionally, an ABI analyst will not be biased toward an archived dataset that was specifically part of the targeted collection deck. You have an aptitude for identifying intelligence gaps, evaluating information from multiple sources, monitoring trends and interpreting events related to particular countries or issues. The ABI methodology will provide the means of avoiding the trap of viewing data from a single source or multiple sources of the same discipline and making what may well prove to be inaccurate or incomplete value judgments before understanding the full picture. How can tools and technologies help the Air Force Distributed Common Ground System evolve to meet the challenges of synthesizing data effectively and efficiently? WebMilitary Analysts provide U.S. policymakers and military leaders analysis and briefings on foreign military forces, their structure, capabilities, doctrine, and tactics. In addition, students will examine the traditional and alternative approaches to the I&W process. Then they will have to download any information as a bunch of .csv files, manually fix the formatting errors between the files such as differences in date formats just to get usable data. And imagine you have no idea how to use regular expressions or how to parse data files, meaning you could only use rough keyword searches and manually scan every result. The derived object and network knowledge will enable the discovery of new facilities, links and nodes, and patterns of activity. This course affords an opportunity to look at a variety of case studies related to both US and foreign threat analysis and action, including the evolution of responses to threats, perspectives on threat action, principles of threat analysis and response, and assessments of successes and failures of such actions. Foreign attacks against the United States occur frequently. Your quick mind can analyze complex situations under pressure. The DOD intelligence enterprise must avoid the temptation to focus purely on acquiring the next widget or-specific toolset and focus first on developing the proper big dataenabled analytic environment. If the computer program is closed and not configurable, you would have to contract out or otherwise build a brand-new program. WebPsychology of Intelligence Analysis, p. 184. To mitigate gaps in single-source data, all of the collected data must be georeferenced to a specific point in space and time.13 Only then will an ABI analyst be able to correlate, integrate, and cluster the multi-INT data around a spot of interest, enabling the discovery of entities, activities, transactions, and begin to relate them.14 Having preconditioned data, with explicit spatial and temporal aspects, allows the ABI analysts to spend more time applying contextual knowledge to the problem set, focusing their analysis. The Intelligence Analysis Program teaches students innovative ways to structure their Includes alumni who graduated with an associate, bachelor's, or master's degree from APUS. Unfortunately, nearly all analysis software products in use today including advanced systems like Palantir or Analyst Notebook are closed systems that do not allow analysts to code custom algorithms, use the latest machine-learning algorithms, use the latest research in explainable AI, or even allow analysts to provide feedback to the softwares algorithms. Education Required for this Role: Bachelor-s degree in intelligence studies, and eight (8) years as an intelligence While some intelligence analysts are generalists, others specialize. However, if the HUMINT or SIGINT tip had been known by the GEOINT analyst at the time of imagery exploitation, then what was potentially disregarded as insignificant activity may have been associated with preparatory CW operations and identified as such. In particular, groups like the Joint Artificial Intelligence Center, Special Operations Command, and the Army G-2 have been working on implementations of machine learning systems to be used in some intelligence analysis tasks. Functional Area 49 in the U.S. Army has already implemented a data scientist skill identifier. Modernization also requires new training and management of intelligence analysts. Furthermore, the IC ITE task force recently stated that the JIE is neither an enterprise (requiring common mission and leadership) nor an architecture (requiring tight management of implementation).26 In fact, Admiral David Simpson, DISA Vice Director, pointed out that the JIE is not a program of record or a joint program office.27 This troubling state of affairs suggests that DOD should reexamine the JIE and the end-goal of creating a common, integrated network when it does not include complete DOD buy-in, and more important, is not in sync with the IC ITE construct. This course examines issues of ethics, morality, and legal principles in the context of Intelligence through an in-depth critical analysis of the primary ethical philosophies and legal doctrines as they apply to contemporary U.S. Intelligence. current intelligence to all of DoD, consolidate analysis on general military topics being performed by each of the military departments, coordinate DoD's contribution to national intelligence estimates, confirm the needs of DoD components for intelligence, and coordinate the performance of common functions. As The quantity, quality, and accessibility of publicly available information has exploded over the past decades. To better deliver on these three priorities, the Australian Intelligence Community should consider a leadership structure with authority to guide and coordinate these processes. The Pardee RAND Graduate School (PardeeRAND.edu) is home to the only Ph.D. and M.Phil. WebBe the eyes and ears of the Army with a career in Signals Intelligence. But its impossible for any given analyst to sort and understand 23 million tweets manually. To support the modernization of analysis tools, the military intelligence data-storage infrastructure is also in sore need of modernization. The traditional process of stitching together sparse data to derive conclusions is now evolving to a process of extracting conclusions from aggregation and distillation of big data.5 Although IT solutions will enable our analytical shift, the largest impact will come from replacing the methodology of individually exploited pieces of data with Activity-Based Intelligence. CHEA is a registered trademark of the Council for Higher Education Accreditation. And, if you have a good understanding of how well the algorithm is performing on a particular set of data, it will make it that much easier for you to have confidence (or uncertainty) in the predictions being output by the program. This analysis offers lessons for the United States that can inform its response. PO Box 677 Likewise, an ABI analyst must accept a nonspatial or georeferenced data source because it may act as a tip for other sources. This aim is achieved by providing an assessment of data from a range of sources, directed towards the commanders' mission requirements or responding to questions as part of Assuming limited information is available to corroborate potentially anomalous activity, a dynamic re-tasking of sensors could be conducted, driving real-time collection. Web7 Military Intelligence Analyst Salaries in Rochester (United Kingdom) provided anonymously by employees. Intelligence analysts have one of the most important jobs in the nation. Budanov said recently captured Russian soldiers hailed from a Russian Marine Unit, the 155 th Naval Infantry The rapid increase in multinational analysis and transnational organized crime, corporate drug trafficking organizations, and the impact of crime on national and international policy has created a critical need for law enforcement intelligence experts in the relatively new field of criminal intelligence. (Prerequisite: SSGS500), Ethical Challenges in the Intelligence Community. Imagine instead HUMINT and other data sources not fully used in the analysis had been georeferenced and temporally tagged at collection, enabling an ABI analyst to retrieve and integrate the sources through an interactive spatial application tool.15 The ABI product then becomes a relationship map of the objects and entities and their transactions, such as those activities surrounding preparatory CW attack efforts. This change cannot simply be the acquisition of some new analysis software or implementation of a new policy, but rather must be more comprehensive changes across all military intelligence organizations. The absolute first step in the ABI methodology must be georeference to discover. Today our DCGS core sites focus on processing, exploiting, and disseminating intelligence from dozens of MQ-1 combat air patrols while also absorbing increased data from newer sensors with a much larger target area coverage. And where could artificial intelligence and machine learning be integrated in the future? Quantico, VA. Posted: March 18, 2023. Research salary, company info, career paths, and top skills for Military Technology Intelligence Analyst Web36 Military Intelligence Introduction Most junior to mid-level intelligence analysts have little to no experience conducting their military occupational specialty (MOS) 35F individual tasks, partially because of the length of time that elapses between the analysts initial MOS train-ing at the 35F10 Intelligence Analyst Course and their atten- Long, Activity Based Intelligence: Understanding the Unknown,. To take advantage of these advances, intelligence analysts need systems that allow them to use computational tools and to constantly adjust, or retrain, their algorithms to a changing battlefield. The RAND Corporation is a research organization that develops solutions to public policy challenges to help make communities throughout the world safer and more secure, healthier and more prosperous. Open Source Intelligence DIAGNOSTIC TECHNIQUES KEY ASSUMPTIONS CHECK . While the ability to write code will entail some additional risk to both the computational resources and data through things that can occur with data programming like program bugs or data corruption careful oversight of the environments and use of virtualization can mitigate a lot of this risk. On behalf of VetJobs/MilitarySpouseJobs, thank you for your interest. These advances in motion video coupled with the expansion of sensor coverage across the spectral bands, such as the data intensive hyperspectral sensors, and the burgeoning light detection and ranging sensors drive a significantly greater data problem concerning the four Vs. This allows an analyst to quickly download large volumes of information right into their analysis environment rather than fumbling around with manually downloading, formatting, and then uploading the same information. Jon Kimminau, author interview, October 18, 2013. 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