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1N191 Career Guide

Air Force

1N191: Imagery Analyst

Career transition guide for Air Force Imagery Analyst (1N191)

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Tech Roles You Could Aim For

Real industry tech roles your 1N191 background maps to — picked from BLS-anchored occupations using your training, cognitive skills, and systems experience.

Data Analyst

Data

SOC 15-2051
High match

Your experience in imagery analysis, especially determining the type, function, status, and location of military assets, translates directly to data analysis. You are skilled in pattern recognition and comparative analysis, using tools to extract meaningful insights from multisensor data. You can leverage these skills to analyze large datasets, identify trends, and provide actionable intelligence in a business context. Your familiarity with geospatial analysis and remote sensing principles is also highly relevant.

Typical stack:

SQLExcel / Sheets at expert levelOne BI tool (Tableau, Power BI, Looker)Statistics fundamentalsStakeholder communication

Data Engineer

Data

SOC 15-2051
Good match

Your work with imagery exploitation equipment, automated database systems, and intelligence reporting demonstrates a foundation for data engineering. You have experience constructing queries, retrieving historical files, and preparing intelligence reports, which are all relevant to data pipeline development and management. The rapid prioritization and situational awareness skills you honed will be helpful in managing data flows and ensuring data quality.

Typical stack:

PythonSQL (deep)Pipeline orchestration (Airflow, Dagster, dbt)Cloud data warehouse (Snowflake, BigQuery, Redshift)Schema design

Cloud Engineer

DevOps / Platform

SOC 15-1241
Moderate match

Given your experience with the NSG (National System for Geospatial Intelligence) and DCGS-AF (Distributed Common Ground System - Air Force), you have been exposed to cloud-based geospatial data platforms and big data analytics platforms. Your familiarity with these systems provides a starting point for learning cloud engineering skills. Your background in operating the RQ/MQ-1 Predator A/B UAV's camera sensor suite and managing sensor data can be adapted to managing data streams and cloud infrastructure.

Typical stack:

One major cloud (AWS, GCP, Azure)Networking (VPC, subnets, routing)IAM and security boundariesCost optimizationInfrastructure as Code

Security Engineer

Security

SOC 15-1212
Moderate match

Your background in imagery analysis and target identification, coupled with your experience in monitoring counterinsurgency operations, equips you with a strong foundation for security engineering. Your skills in identifying anomalies, assessing threats, and maintaining situational awareness are directly transferable to cybersecurity. Your experience with intelligence reporting and vulnerability assessments provides a solid base for understanding and addressing security risks.

Typical stack:

Networking and OS internalsCryptography fundamentalsThreat modelingCloud security (IAM, VPC)Code review for security

Skills You Already Have

Concrete bridges from 1N191 experience to tech-industry practice.

  • Imagery InterpretationData Visualization
  • Geospatial AnalysisGeographic Information Systems (GIS)
  • Remote Sensing PrinciplesData Collection and Analysis
  • Target IdentificationPattern Recognition
  • PhotogrammetryData Measurement and Accuracy
  • Multi-spectral Imagery AnalysisMulti-dimensional Data Analysis
  • Exploitation Software (e.g., SOCET GXP)Data Processing and Exploitation
  • Intelligence ReportingReport Writing and Communication
  • Pattern RecognitionAnomaly Detection
  • Situational AwarenessRisk Assessment
  • Rapid PrioritizationIncident Response
  • After-Action AnalysisProcess Improvement

Skills to Learn

The concrete gap to bridge — specific to the roles above, not generic.

SQL for data querying and manipulationPython pandas and matplotlib for data analysis and visualizationData warehousing concepts and tools like Apache Hadoop and SparkETL (Extract, Transform, Load) processes and toolsCloud computing platforms (AWS, Azure, or GCP) basicsInfrastructure as Code (IaC) with tools like Terraform or CloudFormationCybersecurity fundamentals and threat analysisSecurity Information and Event Management (SIEM) systems like Splunk

How VWC fits

Vets Who Code accelerates the parts we teach — software engineering fundamentals, web development, AI tooling. For everything else above, the path is doable independently with the resources we link to.

See VWC Programs

Civilian Career Pathways

Top civilian roles for 1N191 veterans, with average salary and market demand data.

Geospatial Intelligence Analyst

$95K
High matchHigh demand

Remote Sensing Analyst

$88K
High matchGrowing demand

Skills to develop:

GIS software proficiency (e.g., ArcGIS, QGIS)Specific remote sensing software certifications (e.g., ENVI)

Intelligence Analyst

$82K
Good matchStable demand

Skills to develop:

Familiarity with specific intelligence analysis tools (e.g., Palantir)Open Source Intelligence (OSINT) techniques

Unmanned Aircraft Systems (UAS) Technician

$70K
Moderate matchGrowing demand

Skills to develop:

FAA Part 107 certificationSpecific UAS platform training

Geographer

$75K
Moderate matchStable demand

Skills to develop:

Advanced coursework or certification in geographyStronger qualitative geographic skills

Salary estimates from VWC career data

Hidden Strengths

Cognitive skills your 1N191 training built — and where they transfer.

Pattern Recognition

Analyzing multisensor imagery to identify military facilities, equipment, and activities, discerning subtle indicators amidst complex visual data.

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.

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.

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.

Evaluating the outcomes of past actions to identify lessons learned, improve processes, and enhance future performance.

Non-Obvious Career Matches

Financial Fraud Investigator

SOC 13-2011

You'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.

Insurance Claims Adjuster

SOC 13-1031

You'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.

Market Research Analyst

SOC 19-3022

You'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.

Urban Planner

SOC 19-3051

Your 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.

Training & Education Equivalencies

Imagery Analyst Training Program, Goodfellow Air Force Base, TX

960 training hours24 weeksUp to 15 semester hours recommended in Geography, Remote Sensing, or Intelligence Studies

Topics Covered

  • Imagery Interpretation
  • Geospatial Analysis
  • Remote Sensing Principles
  • Target Identification
  • Photogrammetry
  • Multi-spectral Imagery Analysis
  • Exploitation Software (e.g., SOCET GXP)
  • Intelligence Reporting

Certification Pathways

Partial Coverage

Geospatial Intelligence Professional Certification (GIP)70% covered

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% covered

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 Certifications

Certified Intelligence Professional (CIP)DoD Certified All-Source AnalystGeographic Information Systems Professional (GISP)

Technical Systems Translation

Military systems you've used and their civilian equivalents for your resume.

Military SystemCivilian Equivalent
SOCET GXP (BAE Systems)Geospatial image processing software (e.g., ESRI ArcGIS, QGIS)
ENVI (Environment for Visualizing Images) (L3Harris)Remote sensing and image analysis software (e.g., ENVI, ERDAS IMAGINE)
CEDALIONDatabase management and analysis software (e.g., SQL databases with data visualization tools)
ArcGISGeographic Information System (GIS) software (e.g., ESRI ArcGIS, QGIS)
NSG (National System for Geospatial Intelligence)Cloud-based geospatial data platforms (e.g., Google Earth Engine, Amazon Web Services (AWS) Geo services)
DCGS-AF (Distributed Common Ground System - Air Force)Big data analytics platforms for intelligence (e.g., Palantir, IBM i2 Analyst's Notebook)
FMV (Full Motion Video) exploitation toolsVideo analytics software (e.g., Veritone, BriefCam)

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