1N070 Career Guide
1N070: Imagery Analyst
Career transition guide for Air Force Imagery Analyst (1N070)
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Real industry tech roles your 1N070 background maps to — picked from BLS-anchored occupations using your training, cognitive skills, and systems experience.
Data Analyst
Data
Your experience exploiting multi-sensor imagery and all-source intelligence translates directly to data analysis. You are skilled in pattern recognition, comparative analysis, and intelligence reporting. Learning Python (pandas, scikit-learn) will allow you to apply these skills to larger datasets and build statistical models.
Typical stack:
Data Engineer
Data
You have experience operating automated database systems (e.g., MAGE) and preparing intelligence reports, which shows a strong understanding of data management and dissemination. With some training in data warehousing and ETL (Extract, Transform, Load) processes, you can use your skills to build and maintain data pipelines.
Typical stack:
Machine Learning Engineer
Data
As an imagery analyst, you performed pattern recognition and identified key features from visual data. By learning the fundamentals of machine learning and deep learning (especially convolutional neural networks for image analysis), you can leverage your experience to build and deploy ML models for image recognition and other applications.
Typical stack:
Computer Systems Analyst
Customer / Field
Your experience with systems like DCGS-AF, SOCET GXP, and FMV exploitation tools means you're familiar with complex software systems. Adding training in modern system analysis techniques will allow you to specify and design IT systems that meet a business' needs.
Typical stack:
Skills You Already Have
Concrete bridges from 1N070 experience to tech-industry practice.
- Imagery Interpretation→ Analyzing complex datasets and extracting meaningful insights.
- Geospatial Analysis→ Using geospatial data and tools to solve real-world problems.
- Remote Sensing Principles→ Understanding how to collect and interpret data from remote sensors.
- Target Identification→ Identifying and classifying objects or features in imagery and other data sources.
- Damage Assessment→ Assessing the impact of events or activities on infrastructure and other assets.
- Intelligence Reporting→ Communicating complex information in a clear and concise manner.
- Pattern Recognition→ Identifying meaningful patterns and trends in large datasets.
- Situational Awareness→ Understanding the surrounding environment and anticipating potential changes.
- After-Action Analysis→ Critically evaluating past events and identifying areas for improvement.
- Rapid Prioritization→ Quickly assessing situations and prioritizing actions based on their importance and urgency.
Skills to Learn
The concrete gap to bridge — specific to the roles above, not generic.
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 ProgramsCivilian Career Pathways
Top civilian roles for 1N070 veterans, with average salary and market demand data.
Geospatial Intelligence Analyst
Intelligence Analyst
Remote Sensing Technician
Skills to develop:
Unmanned Aircraft Systems (UAS) Technician
Skills to develop:
Emergency Management Specialist
Skills to develop:
Salary estimates from VWC career data
Hidden Strengths
Cognitive skills your 1N070 training built — and where they transfer.
Pattern Recognition
Analyzing multisensor imagery to identify patterns in enemy activity, infrastructure, and equipment, discerning subtle changes or anomalies that indicate potential threats or operational changes.
The ability to identify meaningful patterns and trends in large datasets, visual information, or complex systems, allowing for proactive decision-making and problem-solving.
Situational Awareness
Maintaining a constant understanding of the operational environment through imagery analysis, incorporating intelligence from various sources to anticipate threats and inform strategic decisions.
The ability to perceive and understand the surrounding environment, anticipating potential changes and making informed decisions based on a comprehensive understanding of the situation.
After-Action Analysis
Preparing damage assessment reports detailing structural damage and weapons effects, analyzing the effectiveness of operations, and identifying lessons learned for future missions.
The ability to critically evaluate past events or projects, identifying strengths, weaknesses, and areas for improvement in order to optimize future performance.
Rapid Prioritization
Quickly assessing and prioritizing imagery collection requirements based on the immediacy of the threat and operational objectives, ensuring that critical intelligence needs are met efficiently.
The ability to quickly assess situations, identify critical tasks, and prioritize actions based on their importance and urgency, ensuring efficient allocation of resources and effective response to evolving circumstances.
Non-Obvious Career Matches
Insurance Fraud Investigator
SOC 13-1031You've been meticulously analyzing images and data to identify anomalies and assess damage for the military. As an Insurance Fraud Investigator, you'll use those same skills to examine claims, identify inconsistencies, and uncover fraudulent activity. Your ability to recognize patterns and assess situations will be invaluable in protecting insurance companies from financial losses.
Geospatial Analyst
SOC 15-1121You've spent your time in the military precisely measuring objects in images to determine geographic locations. As a Geospatial Analyst, you’ll use similar skills to analyze spatial data for a variety of purposes, such as urban planning, environmental monitoring, or disaster response. Your expertise in remote sensing and data interpretation will make you a sought-after professional in this growing field.
Market Research Analyst
SOC 13-1161You've developed keen observational skills by monitoring counterinsurgency operations and assessing the likelihood of various activities. As a Market Research Analyst, you'll apply those same skills to analyze consumer behavior, market trends, and competitor strategies. Your ability to identify patterns and predict future outcomes will help companies make informed business decisions and gain a competitive edge.
Training & Education Equivalencies
Imagery Analyst Training Program, Goodfellow Air Force Base, TX
Topics Covered
- •Imagery Interpretation
- •Geospatial Analysis
- •Remote Sensing Principles
- •Target Identification
- •Damage Assessment
- •Intelligence Reporting
- •Unmanned Aerial Vehicle (UAV) Operations
- •Mensuration Techniques
Certification Pathways
Partial Coverage
Requires knowledge of advanced geospatial analysis techniques, photogrammetry principles, and specific software applications beyond standard military training. Study advanced remote sensing, GIS, and photogrammetric concepts.
Requires additional knowledge in advanced remote sensing principles, data processing techniques, and specific sensor systems not typically covered in standard military training. Focus on hyperspectral imaging, LiDAR data processing, and advanced classification algorithms.
Recommended Next Certifications
Technical Systems Translation
Military systems you've used and their civilian equivalents for your resume.
| Military System | Civilian Equivalent |
|---|---|
| NSG (National System for Geospatial Intelligence) | Geospatial intelligence platforms (e.g., Esri ArcGIS, Google Earth Engine) |
| SOCET GXP (BAE Systems) | Geospatial image processing software (e.g., ENVI, ERDAS IMAGINE) |
| FMV (Full Motion Video) exploitation tools | Video analytics platforms (e.g., Milestone Systems, BriefCam) |
| MAGE (Multi-Source Analytical Geospatial Environment) | Data fusion and analytics platforms (e.g., Palantir, IBM i2 Analyst's Notebook) |
| DCGS-AF (Distributed Common Ground System - Air Force) | Cloud-based data processing and dissemination systems (e.g., Amazon Web Services, Microsoft Azure Government) |
| JDAM (Joint Direct Attack Munition) | GPS Guided bombs with laser guidance kit upgrades. |
| RQ/MQ-1 Predator A/B sensor suite | Commercial drone imagery platforms (e.g., DJI Matrice series) with various sensor payloads (EO/IR cameras, LiDAR) |
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