Geospatial Intelligence Analyst
$95KHigh match
High demand
Live · Guide v1.01N191 · Career GuideValidated · Lightcast Labor DataUpdated · Q2 20262027 Cohort · Applications Open
USAF · 1N191Career Guide · Intelligence · VWC.CG.1N191.R.04
1N191 · USAF · EnlistedImagery
Imagery
Analyst.
Air Force 1N191 (Imagery Analyst). 960 hours of formal training translate to 5 validated civilian career pathways with salary bands of $70K–$95K. Sourced from DoD training data and Lightcast labor signals.
Training hours960DoD pipeline
ACE creditACEUp to 15 semester hours recommended in Geography, Remote Sensing, or Intelligence Studies (estimated)
Tech roles4mapped to your code
Civilian pathways5validated
Cert coverage2/5direct + partial
This career guide was generated using AI analysis of military job code data. Salary figures, certification coverage percentages, and career matches are estimates — verify with official sources before making career decisions.
/ 01 · Tech Roles
Roles your code maps to.
Industry tech roles your 1N191 background maps to — picked from BLS-anchored occupations using your training, cognitive skills, and systems experience.
Sort · Match descending
/ 02 · Skill Bridge
The gap, named.
What 1N191 training already gave you, and the specific gaps to close — not a generic checklist.
Already have12
- 01Imagery Interpretation→ Data Visualization
- 02Geospatial Analysis→ Geographic Information Systems (GIS)
- 03Remote Sensing Principles→ Data Collection and Analysis
- 04Target Identification→ Pattern Recognition
- 05Photogrammetry→ Data Measurement and Accuracy
- 06Multi-spectral Imagery Analysis→ Multi-dimensional Data Analysis
- 07Exploitation Software (e.g., SOCET GXP)→ Data Processing and Exploitation
- 08Intelligence Reporting→ Report Writing and Communication
- 09Pattern Recognition→ Anomaly Detection
- 10Situational Awareness→ Risk Assessment
- 11Rapid Prioritization→ Incident Response
- 12After-Action Analysis→ Process Improvement
To learn08
The concrete gap to bridge — specific to the roles above, not a generic checklist.
+SQL for data querying and manipulation+Python pandas and matplotlib for data analysis and visualization+Data warehousing concepts and tools like Apache Hadoop and Spark+ETL (Extract, Transform, Load) processes and tools+Cloud computing platforms (AWS, Azure, or GCP) basics+Infrastructure as Code (IaC) with tools like Terraform or CloudFormation+Cybersecurity fundamentals and threat analysis+Security Information and Event Management (SIEM) systems like Splunk
How VWC fits
Vets Who Code is a free, remote-first software engineering accelerator for veterans, active duty, and military spouses. We close the fundamentals — terminal, web platform, AI tooling, portfolio projects — so the rest of this list becomes specialization, not square one.
See VWC Programs →/ 03 · Civilian Pathways
Where your code lands.
Remote Sensing Analyst
$88KHigh match
Growing demand
Skills to develop
- — GIS software proficiency (e.g., ArcGIS, QGIS)
- — Specific remote sensing software certifications (e.g., ENVI)
Intelligence Analyst
$82KGood match
Stable demand
Skills to develop
- — Familiarity with specific intelligence analysis tools (e.g., Palantir)
- — Open Source Intelligence (OSINT) techniques
Unmanned Aircraft Systems (UAS) Technician
$70KModerate match
Growing demand
Skills to develop
- — FAA Part 107 certification
- — Specific UAS platform training
Geographer
$75KModerate match
Stable demand
Skills to develop
- — Advanced coursework or certification in geography
- — Stronger qualitative geographic skills
/ 04 · Hidden Strengths
What the code built.
Cognitive skills your 1N191 training built — and where they transfer in civilian work.
Pattern Recognition
Analyzing multisensor imagery to identify military facilities, equipment, and activities, discerning subtle indicators amidst complex visual data.
Transfers to
Identifying meaningful trends and anomalies in large datasets or complex systems, enabling proactive decision-making and problem-solving.
Situational Awareness
Maintaining a comprehensive understanding of the operational environment through continuous monitoring of imagery and intelligence data to support ongoing missions.
Transfers to
Quickly grasping the dynamics of a complex situation, anticipating potential issues, and adapting strategies to changing circumstances.
Rapid Prioritization
Quickly assessing the significance of various targets and threats identified in imagery to determine collection priorities and resource allocation.
Transfers to
Swiftly evaluating competing demands and focusing efforts on the most critical tasks or issues to maximize efficiency and impact.
After-Action Analysis
Preparing damage assessment reports and analyzing the effectiveness of weapons effects based on imagery to refine future targeting strategies.
Transfers to
Evaluating the outcomes of past actions to identify lessons learned, improve processes, and enhance future performance.
/ 05 · Non-Obvious Matches
Roles the recruiter won't suggest.
Adjacent civilian roles your training maps to that conventional military-to-civilian advice tends to miss.
Financial Fraud Investigator
SOC 13-2011You've been trained to dissect complex visual data, identify patterns, and assess the significance of potential threats. Now, apply those skills to identify fraudulent financial activity by analyzing complex financial records and statements.
Adjacent · MatchInsurance Claims Adjuster
SOC 13-1031You're skilled at evaluating damage assessments, interpreting data, and determining the validity of information. You can use these skills to assess insurance claims, analyze evidence, and negotiate settlements.
Adjacent · MatchMarket Research Analyst
SOC 19-3022You're adept at identifying trends and anomalies in data, enabling proactive decision-making. You can use these skills to analyze market data, identify consumer behavior patterns, and develop insights to support business strategies.
Adjacent · MatchUrban Planner
SOC 19-3051Your expertise in analyzing terrain, structures, and infrastructure, and determining functionality translates directly to urban planning. You've been trained to see the big picture of how different components function together.
Adjacent · Match/ 06 · Training & Certs
What you trained on.
Academy
Imagery Analyst Training Program
Goodfellow Air Force Base, TX960hHours
24wkWeeks
ACECredit
Up to 15 semester hours recommended in Geography, Remote Sensing, or Intelligence Studies (estimated)
Topics · 8
- Imagery Interpretation
- Geospatial Analysis
- Remote Sensing Principles
- Target Identification
- Photogrammetry
- Multi-spectral Imagery Analysis
- Exploitation Software (e.g., SOCET GXP)
- Intelligence Reporting
Partial coverage · 2
- Geospatial Intelligence Professional Certification (GIP)70%
Requires understanding of specific software packages and methodologies used in the civilian geospatial intelligence sector, as well as broader knowledge of commercial applications of geospatial analysis.
- Remote Sensing Professional Certification (RSP)60%
Requires knowledge of advanced remote sensing techniques, specific sensor types beyond military applications, and data processing methodologies used in environmental monitoring or resource management.
Recommended next · 03
- Certified Intelligence Professional (CIP)Adjacent
- DoD Certified All-Source AnalystAdjacent
- Geographic Information Systems Professional (GISP)Adjacent
/ 07 · Systems Translation
What you ran, in their words.
Military systems you operated and their civilian equivalents for your resume.
| Military System | Civilian Equivalent | Domain |
|---|---|---|
| SOCET GXP (BAE Systems) | Geospatial image processing software (e.g., ESRI ArcGIS, QGIS) | Operations |
| ENVI (Environment for Visualizing Images) (L3Harris) | Remote sensing and image analysis software (e.g., ENVI, ERDAS IMAGINE) | Operations |
| CEDALION | Database management and analysis software (e.g., SQL databases with data visualization tools) | Operations |
| ArcGIS | Geographic Information System (GIS) software (e.g., ESRI ArcGIS, QGIS) | Operations |
| NSG (National System for Geospatial Intelligence) | Cloud-based geospatial data platforms (e.g., Google Earth Engine, Amazon Web Services (AWS) Geo services) | Operations |
| DCGS-AF (Distributed Common Ground System - Air Force) | Big data analytics platforms for intelligence (e.g., Palantir, IBM i2 Analyst's Notebook) | Networking |
| FMV (Full Motion Video) exploitation tools | Video analytics software (e.g., Veritone, BriefCam) | Operations |
Cohort 2027 · Intake Open
Ship 1N191 into a software engineering career.
The pathways above are the destination. Vets Who Code is the route: a free, remote-first software engineering accelerator for active duty, veterans, and military spouses. 17 weeks at 20–30 hours a week, and a body of work that ships.