9S230 Career Guide
9S230: Applied Signals Intelligence Analyst
Career transition guide for Air Force Applied Signals Intelligence Analyst (9S230)
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Real industry tech roles your 9S230 background maps to — picked from BLS-anchored occupations using your training, cognitive skills, and systems experience.
Data Analyst
Data
Your experience in Signals Intelligence Analysis involved extensive data collection, processing, and analysis. Your training in geospatial analysis, data collection techniques, and reporting directly translates to the responsibilities of a Data Analyst. You're skilled in pattern recognition, which is crucial for identifying trends and anomalies in datasets.
Typical stack:
Security Engineer
Security
Your background in electronic warfare principles, communications technologies, and sensor systems equips you with a solid foundation for security engineering. Your expertise in RF principles, situational awareness, and system modeling are directly applicable to identifying and mitigating security threats. Understanding of DCGS cloud-based data analytics platforms is also relevant.
Typical stack:
Data Engineer
Data
As an Applied Signals Intelligence Analyst, you managed and processed large volumes of scientific data, a key aspect of data engineering. You are familiar with data collection, sensor systems, and cloud-based data analytics platforms (DCGS). You have experience in deriving, developing, and reporting first-hand signature information to national command authorities and war fighters. System modeling and after-action analysis skills are helpful.
Typical stack:
Computer Systems Analyst
Customer / Field
You performed data collection, analysis, observation, study, experimentation, acquisition, maintenance, research and development related to electronic sensors and systems. You also have experience with hazard prediction systems and data analytics platforms. Your skills in pattern recognition, system modeling, and situational awareness are helpful for a computer systems analyst.
Typical stack:
Skills You Already Have
Concrete bridges from 9S230 experience to tech-industry practice.
- Signals Theory and Analysis→ Data Analysis Fundamentals
- Geospatial Analysis and Tools→ Geographic Information Systems (GIS)
- Data Collection Techniques→ Data Mining and Warehousing
- RF Principles and Applications→ Network Security Protocols
- AN/ADR-159 Advanced Radiation Measuring System (ARMS)→ Gamma and neutron radiation detectors (e.g., Thermo Scientific RadEye)
- Hazard Prediction and Assessment Capability (HPAC)→ Atmospheric dispersion modeling software (e.g., ALOHA, AERMOD)
- Joint Biological Point Detection System (JBPDS)→ Real-time PCR pathogen detection systems (e.g., BioFire FilmArray)
- Ground Based Optical Tracking System (GBOTS)→ High-resolution telescope systems with advanced image processing
- Advanced Meteorological Sensor System (AMSS)→ Commercial weather balloons and radiosondes (e.g., Vaisala radiosondes)
- RQ-4 Global Hawk Sensors (EO/IR/Radar)→ Commercial satellite imagery analysis (e.g., Maxar, Planet Labs)
- Distributed Common Ground System (DCGS)→ Cloud-based data analytics platforms (e.g., Palantir, Splunk)
- Pattern Recognition→ Identifying trends and anomalies
- System Modeling→ Understanding and predicting system behavior
- Situational Awareness→ Assessing rapidly changing conditions
- After-Action Analysis→ Systematic review and continuous improvement
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 9S230 veterans, with average salary and market demand data.
Geospatial Intelligence Analyst
Skills to develop:
Environmental Science Technician
Skills to develop:
Radar Systems Technician
Skills to develop:
Research and Development Technician
Skills to develop:
Health and Safety Specialist
Skills to develop:
Salary estimates from VWC career data
Hidden Strengths
Cognitive skills your 9S230 training built — and where they transfer.
Pattern Recognition
9S230s use pattern recognition to identify anomalies and signatures within complex scientific data collected from various sensors, helping them discern meaningful insights from noise.
This skill translates to the ability to identify trends, anomalies, and meaningful information within large datasets, crucial for making informed decisions in various fields.
System Modeling
These airmen develop and use system models to understand the interactions between various electronic sensors, platforms, and environmental factors, allowing them to predict system behavior and optimize performance.
The ability to create and utilize system models translates to understanding complex systems and predicting their behavior. This is valuable for optimization, troubleshooting, and innovation.
Situational Awareness
9S230s maintain a high degree of situational awareness to integrate data from multiple sources, assess environmental conditions, and adapt their sensor operations to evolving circumstances.
The capacity for situational awareness translates directly into the ability to assess rapidly changing conditions, integrate information from multiple sources, and make informed decisions under pressure.
After-Action Analysis
After each data collection operation, 9S230s conduct thorough after-action analyses to evaluate sensor performance, identify areas for improvement, and refine operational procedures.
This skill involves systematically reviewing past events, identifying lessons learned, and implementing changes to improve future performance – critical for continuous improvement in any organization.
Non-Obvious Career Matches
Data Scientist (Environmental Focus)
SOC 15-2051.00You've been immersed in analyzing complex datasets from specialized sensors, deriving insights from geophysical and environmental phenomena. As a Data Scientist focused on environmental issues (like climate change or pollution), you'll apply your analytical skills to model environmental systems, predict trends, and inform mitigation strategies.
Research and Development Engineer (Sensor Technology)
SOC 17-2199.00You've got hands-on experience with cutting-edge electronic sensors and systems, from maintenance to prototyping. As an R&D Engineer, you'll leverage this knowledge to design, develop, and test new sensor technologies for various applications, building on your existing expertise.
Technical Consultant (Remote Sensing)
SOC 15-1199.09Your experience processing and analyzing scientific data, combined with your understanding of sensor systems, makes you a valuable Technical Consultant. You can advise organizations on selecting, implementing, and utilizing remote sensing technologies for applications like environmental monitoring, urban planning, or disaster response.
Intelligence Analyst (Geospatial)
SOC 15-2051.01You've honed your ability to derive and report signature information to national command authorities. As a Geospatial Intelligence Analyst, you'll apply your skills in pattern recognition and data analysis to interpret geospatial data, identify threats, and provide actionable intelligence to decision-makers.
Training & Education Equivalencies
Signals Intelligence Analyst Technical Training, Goodfellow AFB, TX
Topics Covered
- •Signals Theory and Analysis
- •Electronic Warfare Principles
- •Geospatial Analysis and Tools
- •Communications Technologies
- •Data Collection Techniques
- •Reporting and Dissemination
- •Sensor Systems Operation & Maintenance
- •RF Principles and Applications
Certification Pathways
Partial Coverage
Knowledge of specific calibration standards and procedures may be needed depending on the industry.
Requires knowledge of quality control methodologies, statistical process control, and auditing techniques not explicitly covered in the military role.
Recommended Next Certifications
Technical Systems Translation
Military systems you've used and their civilian equivalents for your resume.
| Military System | Civilian Equivalent |
|---|---|
| AN/ADR-159 Advanced Radiation Measuring System (ARMS) | Gamma and neutron radiation detectors (e.g., Thermo Scientific RadEye) |
| Hazard Prediction and Assessment Capability (HPAC) | Atmospheric dispersion modeling software (e.g., ALOHA, AERMOD) |
| Joint Biological Point Detection System (JBPDS) | Real-time PCR pathogen detection systems (e.g., BioFire FilmArray) |
| Ground Based Optical Tracking System (GBOTS) | High-resolution telescope systems with advanced image processing |
| Advanced Meteorological Sensor System (AMSS) | Commercial weather balloons and radiosondes (e.g., Vaisala radiosondes) |
| RQ-4 Global Hawk Sensors (EO/IR/Radar) | Commercial satellite imagery analysis (e.g., Maxar, Planet Labs) |
| Distributed Common Ground System (DCGS) | Cloud-based data analytics platforms (e.g., Palantir, Splunk) |
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