Open Source Analyst Resume Samples

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LB
L Bernier
Leilani
Bernier
60419 Lesch Pass
Phoenix
AZ
+1 (555) 420 6258
60419 Lesch Pass
Phoenix
AZ
Phone
p +1 (555) 420 6258
Experience Experience
Houston, TX
Open Source Analyst
Houston, TX
Rolfson-Wunsch
Houston, TX
Open Source Analyst
  • Prepare 3rd-party license compliance and liaise with product management in release
  • Development of Open Source Tools/knowledge repository
  • Road-Mapping networks and maintaining Open Source Intelligence portals
  • Some exposure to or background in .NET, Java (J2EE) or other Web based technologies and related tools for Web Application development
  • Development of scanning & remediation process
  • Establish comprehension of IP law/licenses and build “go to” credibility with lawyers
  • Participate in development of team tools/systems and liaise with engineers in SCM, build, and integration
New York, NY
Open Source Intelligence Analyst
New York, NY
Wintheiser, Bauch and Leannon
New York, NY
Open Source Intelligence Analyst
  • Serves as an integrated member of an Multi-Functional Intelligence analysis team, and serves as a Senior Open Source (OSINT) Analyst and SME for the assigned region/location and/or command
  • Provides insight into emerging cyber threats and tactics used to breach secure DOD IT infrastructure and publicly-traded United States US and international corporations
  • Collaborates closely with experts in cyber disciplines/specialties to perform advanced research, analysis, and fusion of information from a variety of sources to prepare a multi-layered analysis/product to support assigned projects
  • TS/SCI clearance w/ Polygraph
  • Providing remediation guidance and expertise for vulnerabilities to development teams
  • Provide support with new system design, testing, and implementation
  • Assist in maintenance of in-market open source software
present
San Francisco, CA
Gf-open Source Intelligence Analyst
San Francisco, CA
Spinka-Monahan
present
San Francisco, CA
Gf-open Source Intelligence Analyst
present
  • Produces analytical products and briefings/presentations for senior leadership and operational personnel on a variety of open source derived threats and intelligence reporting
  • Proven track record of information gathering, including strong use of commercial databases, internet and non‐digitized sources
  • Advanced expertise in Microsoft Office products - Word, Excel, Access, Outlook, PowerPoint, & SharePoint – demonstrated creativity in use of these products to solve analytical problems
  • Innovate and generate new ideas, concepts, and models to improve methods of obtaining and evaluating data through qualitative and quantitative means
  • Liaison with a broad network of partners on open source methodologies and sources of information in order to develop best practices
  • General comprehension of C/C++: including compilation tools (make, autoconf, automake, cmake, etc)
  • Transfer data to and from multiple US and allied computer networks, observing proper classified handling procedures specific to each network.
Education Education
Bachelor’s Degree in International Affairs
Bachelor’s Degree in International Affairs
University of North Texas
Bachelor’s Degree in International Affairs
Skills Skills
  • Excellent writing skills and ability to communicate effectively, including public speaking, and briefing senior officers
  • Ability to produce deliverables in a short time frame using Microsoft PowerPoint, Word, and Excel
  • Strong attention to detail and organizational skills
  • Excellent communication, time management and organizational skills
  • Ability to interface with both technical and non-technical application owners
  • The ability to work independently as well as perform as part of a team
  • Knowledge of NGIC, Army, and other IC programs and products
  • Knowledge of state
  • Knowledge of SIGINT, OSINT, and HUMINT, intelligence oversight, and security guidelines
  • Demonstrate leadership ability, proven effective at dealing with both staff and project related issues
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9 Open Source Analyst resume templates

1

Open-source Intelligence Analyst Resume Examples & Samples

  • Demonstrated ability to analyze, evaluate and interpret complex data witha strong understanding and application of analytical techniques
  • Fluency (both writing & speaking) in Spanish and English required
  • Minimum of a Bachelor degree in areas of computer science/information technology/statistics or related discipline. Graduate degree in related discipline preferred
  • Self-motivated, creative, able to work independently with limited guidance, and able to work in a high pressure, time sensitive environment
2

Open Source Analyst Resume Examples & Samples

  • Using Palamida Tool to scan source code
  • Working closely with our development teams to ensure timely review of scan assessments, and understanding of requirements to conduct those reviews
  • Providing remediation guidance and expertise for vulnerabilities to development teams
  • Configuration of Palamida settings and Palamida support
  • Development of scanning & remediation process
  • Development of Open Source Tools/knowledge repository
  • Some exposure to or background in QA and/or security related roles
  • Knowledge of source code scanning tools (Nice to have)
  • Some exposure to or background in .NET, Java (J2EE) or other Web based technologies and related tools for Web Application development
  • Experience in using some of the following: SQL, HTML, XML, SOAP, AJAX, ASP, Python, C and VB
  • Excellent communication, time management and organizational skills
  • The ability to work independently as well as perform as part of a team
  • A motivated, enthusiastic and flexible approach to work in an adapting fast moving environment
  • Can demonstrate strong performance ethos and deliver outstanding customer service
  • Willingness to Learn
  • Confidence and Patience
  • Ability to interface with both technical and non-technical application owners
  • Provide guidance to all parties for remediation of identified application vulnerabilities
  • Demonstrate leadership ability, proven effective at dealing with both staff and project related issues
  • Must be a key player within the team enhancing the skillset of all team members
3

Open Source Analyst Resume Examples & Samples

  • Minimum of ten (10) years of experience as an Open Source Analyst
  • Ability to develop scripts using JavaScript, VBScript, C#, Perl or Python
  • Staff experience researching and writing white papers, compliance reports and assessment reports in support of activities for defining policy
4

Arabic Open Source Analyst Resume Examples & Samples

  • 7+ years of experience with open source data collection, evaluation, integration, and dissemination
  • Knowledge of geography, cataloging, including MARC 21 and AACR2R standard, basic research, map and handheld photo digitization, geoPDF techniques, planning and scheduling, quality control and assurance, safety, environmental and security procedures, records management, non-technical writing, and circulation and cataloging software training
  • Knowledge of emerging open source technologies, including social media, Web searches, data analysis, and harvesting
  • Ability to ascertain critical research questions and develop and execute a research plan
  • Ability to display Arabic language expertise at a 2/2 reading and listening DLPT IV level or equivalency
  • Knowledge of mission, strategic goals, and intentions
  • Ability to work as a team player and self-starter
  • Ability to demonstrate creativity in performing duties
5

Open Source Intel / Threat Intrusion Analyst Resume Examples & Samples

  • Demonstrated understanding of cyber advanced persistent threats, actors, infrastructure, and TTPs
  • In-depth knowledge of cultural, social and political activities and conditions in foreign countries
  • Formal training as an intelligence analyst in any discipline – graduate of US Govt intelligence analysis course: CAC, IBC, Kent School, IC 101, Analysis 101, Army, Navy, Air Force, etc
  • Certifications (any): CISSP, CEH, Security+, SANS certification(s), Network+, CCNA
  • Advanced NETFLOW or PCAP Analysis
  • Technical Skills proficiency: encryption technologies/standards
  • Existing Subject Matter Expert of Advanced Persistent Threat activity
  • Analyst experience in Federal Cyber Center (NTOC, IC-SSC, CYBERCOMMAND, NCIJTF, US-CERT) or Corporate CIRT
  • Recent experience (last 3 years) performing NETFLOW or PCAP analysis using common analysis tools (Wireshark, SourceFire, etc)
  • Experience using ARCSite and FireEye
6

Open Source Intelligence Analyst Resume Examples & Samples

  • May be required to deploy and perform duties in a War Hazard overseas area in support of the OSINT mission
  • Serves as an integrated member of an Multi-Functional Intelligence analysis team, and serves as a Senior Open Source (OSINT) Analyst and SME for the assigned region/location and/or command
  • May be required to lead the analysis and daily activities of a small team of OSINT Intelligence analysts
  • Conducts intelligence analysis, OSINT analysis, operational planning, and fusion/integrating of intelligence data in order to produce reports, responses, artifacts, recommendations, findings, and products to priority intelligence requirements as directed
  • As directed or required, assesses and provides analysis of technologies and solutions, provides analysis recommendations, researches and builds technical papers, and supports INSCOM analysis operations as required by the INSCOM Commander or INSCOM G7
  • Minimum 5 years' Intelligence Analyst experience, with at least 4 years OSINT, SIGINT, and/or All-Source Intel experience
  • Contractor may be required to deploy and perform their duties in a War Hazard overseas area in support of the OSINT mission
  • Desired experience with machine language translation (MLT) software, analyst notebook, DCGS-A, and other Army / IC analyst tools and applications. Analyst will be required to display a expert knowledge of standard Army/IC analyst work tools, standard work flow/analysis processes, and reporting procedures as part of the interview process
  • Must possess excellent written and oral communications skills; will be required to research, build, staff, and present information and decision briefings at the GS14 thru SES/General Officer levels; must have experience in preparing and briefing Intelligence reports, summaries, technical papers, and oral presentations
7

Open Source Intelligence Analyst Resume Examples & Samples

  • 3+ years of experience with data analytics, data mining, and data visualization and associated software
  • Experience with socially generated information
  • Knowledge of Open Source intelligence data resources available, including LexisNexis, OpenSource.gov, Intelink, INSCOM OSINT Tool Suite, or social media tools
  • Ability to show clarity using precise language, organize a logical argument, and edit, summarize, and analyze content
  • Ability to demonstrate Spanish language proficiency
  • Knowledge of Latin American and Caribbean culture, military, foreign policy, and politics
8

Open Source Analyst Resume Examples & Samples

  • Administer and utilize static analysis tools (Black Duck and Klocwork) to assess risk and triage defects
  • Participate in development of team tools/systems and liaise with engineers in SCM, build, and integration
  • Establish comprehension of IP law/licenses and build “go to” credibility with lawyers
  • Prepare 3rd-party license compliance and liaise with product management in release
  • Assist in maintenance of in-market open source software
  • Degree/diploma in CS/Math/Eng or 2-3 years experience in a simliar role
  • General comprehension of C/C++: including compilation tools (make, autoconf, automake, cmake, etc)
  • Linux administration including command-line tools/scripting
  • Proficient with Microsoft Office, exceptional independent research skills, and strong communication skills
  • General comprehension of SDLC and demonstrated ability to develop software
  • Comprehension of IP law/licensing principles including open source license compliance
  • More languages: Python, PHP, Java, Javascript
  • Database design and development; RESTful interface design and development
  • Static analysis tools: Black Duck, Protecode, Palamida, Coverity, or Klocwork
  • SCM and build tools: Subversion, Git, Jenkins
9

Spanish Open Source Intelligence Analyst Resume Examples & Samples

  • Ability to express complex technical concepts in writing, orally, and graphically
  • Ability to accomplish tasks under limited supervision and on a short schedule
  • Ability to show proficiency in the Spanish language
  • Experience with all-source analysis
  • Data Analytics Certification a plus
10

Asia-pacific Open Source Analyst Resume Examples & Samples

  • 3+ years of experience with conducting open source research or all-source intelligence
  • Knowledge of political and cultural nuances of the Asia-Pacific region through academic, professional, or personal experience
  • Knowledge of Internet-based research, including Boolean logic and search engine and database resources and Internet sources, such as social media, social networking tools, and commercial- and industry-based databases
  • Knowledge of complex requirements and questions about these topics and using publicly available sources to answer those questions
  • Ability to speak and read Mandarin, Japanese, or Hangul at a professional level
  • Ability to ramp up quickly on a range of topics, including business and industry market segments, geopolitical dynamics, and cultural studies
  • Experience with researching in a foreign language, using internationally-focused Web sites
  • BA or BS degree in International Affairs, Political Science, Foreign Area Studies, National Security Studies, Linguistics, Business, Library Science, or research-related fields preferred; MA or MS degree in International Affairs, Political Science, Foreign Area Studies, National Security Studies, Linguistics, Business, Library Science, or research-related fields a plus
11

Open Source Analyst Resume Examples & Samples

  • Provide support with new system design, testing, and implementation
  • Provide support to global information requirements through the dissemination of publicly available information, media, and Open Source Intelligence (OSINT) by maintaining multiple intelligence web portals, sites, and online databases
  • Transfer data to and from multiple US and allied computer networks, observing proper classified handling procedures specific to each network
  • Attend meetings, IPRs, conferences as needed, provide slides for same and brief as required
  • Bachelor's degree and 3+ year of related technical experience. Additional years of relevant experience may substitute for
12

Open Source Intelligence Analyst Resume Examples & Samples

  • 3+ years of analytical experience. Previous experience with law enforcement, military intelligence, or intelligence community is preferred
  • Innovate and generate new ideas, concepts, and models to improve methods of obtaining and evaluating data through qualitative and quantitative means
  • Minimum BA, preferred, post graduate degrees welcomed - Degrees in computer science/information technology/statistics preferred
  • Demonstrated self-starter and resourceful individual, with experience of operating in fast paced and dynamic operational settings, with the ability and maturity to make decisions in the absence of detailed instructions
  • Excellent communication, negotiation and presentation skills through all levels of the organization
13

Open Source Analyst Resume Examples & Samples

  • 2+ years of experience as an open source analyst
  • Ability to demonstrate strong attention to detail
  • BA or BS degree in Computer Engineering, Computer Science, or Cybersecurity
  • Experience with supporting joint operational planning preferred
  • Experience with red-teaming preferred
14

Open Source Intelligence Analyst Resume Examples & Samples

  • Minimum 5 years of relevant Open Source intelligence experience
  • Possess strong writing skills, experience working with multi-discipline teams, and the ability to identify and analyze problems and then generate recommended solutions based upon experience working with various elements of DoD
  • Research, review, evaluate, and integrate Open Source data to contribute to and/or produce draft and finished Open Source assessments
  • Ability to multi-task and accomplish tasks with limited supervision and respond to short-notice tasking
15

Open Source Analyst Resume Examples & Samples

  • Experience with intelligence automated systems, including imagery analysis, signals intelligence, exploitation tools and libraries, and irregular warfare problem sets
  • Knowledge of Internet-based research, including Boolean logic, search engine and database resources, and Internet sources, such as social media, social networking tools, and commercial and industry-based databases
  • Knowledge of the politics and patterns of life in the region gained through travel, residency, work, or academic expertise, including social and cultural
  • Knowledge of NGIC, Army, and other IC programs and products
  • 3+ years of experience with conducting competitive intelligence, commercial due diligence, open source research, or market research
  • Experience with the military and being deployed
  • Possession of excellent oral and written communication skills for presenting, briefing, or communicating analytical research material
  • BA or BS degree in Business, Economics, International Affairs, Political Science, Foreign Area Studies, National Security Studies, Linguistics, Business, Library Science, or research-related field preferred; MBA, MA, or MS degree in International Affairs, Political Science, Foreign Area Studies, National Security Studies, Linguistics, Business, Library Science, or research-related field a plus
  • Formal analytic training, including Fundamentals of Intelligence Analysis, CI Analytic Methods, or Analytical Training Offered by Military or Intelligence Schools
16

Open Source Analyst Resume Examples & Samples

  • Source intelligence research and production of draft and finished intelligence assessments on active insurgencies worldwide. Employ excellent writing and communication expertise to create clear and succinct reports for government clients. Identify intelligence gaps, specifying collection requirements and submitting recommendations to collection managers and analysts, provide analytic support to the Army, DoD, US policymakers, and law enforcement agencies, and use diverse classified and unclassified datasets, techniques, and specialized tools to identify and analyze significant trends and patterns
  • Based research, including Boolean logic, search engine and database resources, and Internet sources, such as social media, social networking tools, and commercial and industry
  • Knowledge of state
  • Art intelligence analysis tools, including Pathfinder, WEBTAS, Analytical Notebook, DCSG
  • A, GIS tools, and M3
  • HS diploma or GED and 10 years of experience with intelligence operations or BA or BS degree and 5+ years of experience with intelligence operations and its various disciplines, functions, processes, and documentation, including all
  • Source analysis
  • Experience with all
  • Source research, data evaluation, and analysis
  • BA or BS degree in Business, Economics, International Affairs, Political Science, Foreign Area Studies, National Security Studies, Linguistics, Business, Library Science, or research
  • Related field preferred; MBA, MA, or MS degree in International Affairs, Political Science, Foreign Area Studies, National Security Studies, Linguistics, Business, Library Science, or research
  • Related field a plus
17

Asia-pacific Open Source Analyst Resume Examples & Samples

  • Pacific region. Conduct foreign language research in Mandarin, Japanese, or Hangul. Employ open source analytics, research, and trade craft, social media analysis, and other methods to provide government and commercial clients with deep insights that drive business operations and strategies. Employ excellent writing and communication skills to create clear and succinct reports for government clients. Work in a Fast-paced environment, dive into areas of client interest, evaluate networks rigorously, discover trends, and develop analytic insights to influence client decision making
  • 3+ years of experience with conducting open source research or all
  • Source intelligence
  • Knowledge of political and cultural nuances of the Asia
  • Pacific region through academic, professional, or personal experience
  • Knowledge of Internet
  • Based databases
  • Experience with researching in a foreign language, using internationally
  • MA or MS degree in International Affairs, Political Science, Foreign Area Studies, National Security Studies, Linguistics, Business, Library Science, or research
  • Related fields
18

Asia-pacific Open Source Analyst Resume Examples & Samples

  • Based research, including Boolean logic and search engine and database resources and Internet sources, such as social media, social networking tools, and commercial
  • And industry
  • BA or BS degree in International Affairs, Political Science, Foreign Area Studies, National Security Studies, Linguistics, Business, Library Science, or research
  • Related fields preferred; MA or MS degree in International Affairs, Political Science, Foreign Area Studies, National Security Studies, Linguistics, Business, Library Science, or research
  • Related fields a plus
19

Asia-pacific Open Source Analyst Resume Examples & Samples

  • 3+ years of experience with conducting open source research or all–source intelligence
  • Knowledge of political and cultural nuances of the Asia–Pacific region through academic, professional, or personal experience
  • Knowledge of Internet–based research, including Boolean logic and search engine and database resources and Internet sources, such as social media, social networking tools, and commercial and industry based databases
  • Experience with researching in a foreign language, using internationally–focused Web sites
  • BA or BS degree in International Affairs, Political Science, Foreign Area Studies, National Security Studies, Linguistics, Business, Library Science, or research–related fields preferred; MA or MS degree in International Affairs, Political Science, Foreign Area Studies, National Security Studies, Linguistics, Business, Library Science, or research–related fields a plus
20

Open Source Intelligence Analyst Resume Examples & Samples

  • Collects and analyzes foreign- and domestic-based publicly available information to identify trends, patterns, and relationships that provide unique insights into cyber security issues
  • Provides insight into emerging cyber threats and tactics used to breach secure DOD IT infrastructure and publicly-traded United States US and international corporations
  • Researches and evaluates currently available and/or emerging best practices to best mitigate cyber risks
  • Collaborates closely with experts in cyber disciplines/specialties to perform advanced research, analysis, and fusion of information from a variety of sources to prepare a multi-layered analysis/product to support assigned projects
  • Intelligence
21

Open Source Intelligence Analyst Resume Examples & Samples

  • 5 years of experience as an intelligence analyst
  • Knowledge of open source intelligence data resources available, including LexisNexis, OpenSource.gov, Intelink, or social media tools
  • Ability to show clarity using language with precision, organize a logical argument, and edit, summarize, and analyze content
  • Experience with data analytics
  • Ability to speak an Asia-Pacific language
22

Open Source Intelligence Analyst Resume Examples & Samples

  • Experience in Asia-Pacific politics, foreign policy, military, and trending threats
  • Experience with data manipulation and with media monitoring platforms
  • Knowledge of the intelligence community mission, policy, structure, and capabilities
  • Ability to show clarity using language with precision, construct a logical argument, and summarize, analyze, and edit content
  • Ability to convey complex concepts through oral, written, and graphics communications
  • Ability to apply a range of research techniques to gather relevant information
  • Ability to analyze and evaluate research and interpret data
  • Ability to accomplish tasks under short time constraints
  • Experience with data science
  • Knowledge of Asia-Pacific based languages
23

Open Source Analyst Resume Examples & Samples

  • 2+ years of experience with open source and social media
  • 2+ years of experience with research tools and methods
  • Ability to travel within Europe and the United States with a valid passport, as needed
24

Gf-open Source Intelligence Analyst Resume Examples & Samples

  • Perform analysis on disparate external data sources and evaluate multiple internal sources of information in order to determine any useful correlations between OSINT and internal data holdings. Drive Quality, Reliability, and Usability of all work products
  • Demonstrate ability to identify and anticipate the problems and product/solution needs of our clients
  • Minimum of 2-3 years of analytical experience in OSINT community. Previous experience with law enforcement or intelligence community is preferred
25

Open Source Intelligence Analyst Resume Examples & Samples

  • Bachelor's degree or 4 years of intelligence analyst experience, at a minimum
  • Have specific experience using M3, RMT/WISE, CIA World Intelligence Review (WIRe), ENDECA, iCI, OSC, and HUMINT Online Tasking and Reporting (HOTR). Currently possess an active DoD Top Secret security clearance with adjudication for SCI
  • Strong computer and communication skills, and full command of MS Office applications
26

Open Source Intelligence Analyst Resume Examples & Samples

  • Experience in the online media environment
  • Knowledge of culture and history of the countries or regions of interest
  • Knowledge in foreign affairs or region of interest
  • Knowledge of a foreign language at a proficient level
  • Ability to demonstrate highly developed Internet research expertise
  • Ability to think and act quickly in a high-pressure environment
  • MA or MS degree in International Affairs, Political Science, Foreign Area Studies, National Security, Linguistics, Sociology, Culture, or Psychology
  • Possession of excellent writing and analytic skills
27

Open Source Analyst Resume Examples & Samples

  • B.S. degree in Computer Science, Computer Engineering, or equiv
  • Strong ethics and understanding of ethics in business and information security
  • Understanding of current industry build tools and systems (e.g. Jenkins, yocto)
  • Experience with intellectual property and licensing analysis tools (e.g. BlackDuck, Palamida, WhiteSource)
  • Understanding of Java, C++, Python, Perl, HTTP and other web programming languages
  • Ability to complete tasks and deliver professionally written and oral reports to clients at all levels of the organization
  • Excellent communication, collaboration, and strong project management skills
28

Senior Open Source Analyst Resume Examples & Samples

  • OSINT activities are focused on the USCENTCOM geographical domain. Foreign language capability is preferred, but not required
  • The primary languages in the USCENTCOM AOR are Arabic, Farsi, Urdu and Pashtu
  • Typical products and activities that OSINT contractor personnel shall provide include, but are not limited to the following
  • Preparing recurring OSINT summaries and reports; Monitoring and searching television, print and broadcast media sources; Compiling unclassified inputs to USCENTCOM Commander "Tripbooks" and read-aheads
  • Provide briefings and other written reports/documents as required
  • Familiarity with the collection management process and OMAR
  • Candidate will research , collate, analyze and summarize openly-sourced information from a variety of media sources in support of the JICCENT Indications and Warning (I&W) intelligence mission
  • OSINT analysts will use a variety of automated tools and applications to search for and compile information of interest and concern to USCENTCOM leadership, staff and component forces
  • Searches and analysis will primarily focus on current events, emerging crises, and geo-po1itical dynamics within the USCENTCOM AOR/AOI
  • OSINT analysts will also collect and format unclassified information products in support of USCENTCOM senior leader travel and foreign engagement activities
  • OSINT analysts shall perform rotational shift work in support of the USCENTCOM 24x7 Joint Operations Center. Shift scheduling may include extended work weeks and unusual hours
29

Senior Open Source Intelligence Analyst Resume Examples & Samples

  • 10 years demonstrated experience in an intelligence discipline working in the DoD or IC within the last 15 years
  • 6 years demonstrated experience working in a field related to OSINT research, collection management, or analysis or the exploitation of publicly available information or social media
  • Demonstrated knowledge of the deep and dark web, social media and social networking sites, and OSINT research and operational Security best practices
  • Bachelor’s degree with 10 years’ experience in an intelligence discipline OR Associates degree with 12 years’ experience in an intelligence discipline
30

Junior Open Source Intelligence Analyst Resume Examples & Samples

  • 4 years demonstrated experience in an intelligence discipline working in the DoD or IC within the last 7 years
  • 2 years demonstrated experience working in a field related to OSINT research, collection management, or analysis or the exploitation of publicly available information or social media
  • Current DoD Top Secret / SCI Security Clearance
31

Open Source Analyst Resume Examples & Samples

  • Experience with the online media environment, including expertise in cultures and histories of countries or regions of interest
  • Experience with search techniques, information databases, geospatial tools, data visualization, and Internet research
  • Knowledge of foreign affairs and Southeast Asia
  • Experience with one or more Southeast Asian languages preferred
  • BA or BS degree in International Affairs, Political Science, Foreign Area Studies, National Security Studies, Linguistics, Sociology, Cultural Studies, or Psychology, GIS, or related field preferred