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Live · Guide v1.09S290 · Career GuideValidated · Lightcast Labor DataUpdated · Q2 20262026 Cohort Active
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USAF · 9S290Career Guide · IT · Comms · VWC.CG.9S290.R.04
9S290 · USAF · Enlisted

Applied Signals Intelligence
Analyst.

Air Force 9S290 (Applied Signals Intelligence Analyst). 1,280 hours of formal training translate to 5 validated civilian career pathways with salary bands of $60K–$95K. Sourced from DoD training data and Lightcast labor signals.

Training hours1,280DoD pipeline
ACE creditACEUp to 15 semester hours recommended in physical science, electronics, or information technology
Tech roles4mapped to your code
Civilian pathways5validated
Cert coverage3/7direct + partial
/ 01 · Tech Roles

Roles your code maps to.

SOURCE · BLS + LIGHTCAST ROLES · 4

Industry tech roles your 9S290 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 9S290 training already gave you, and the specific gaps to close — not a generic checklist.

Already have08
  • 01
    Signals Intelligence (SIGINT) FundamentalsData Analysis
  • 02
    Electronic Warfare (EW) PrinciplesSecurity Principles
  • 03
    Electromagnetic Spectrum OperationsNetwork Security
  • 04
    Pattern RecognitionAnomaly Detection
  • 05
    Sensor Systems Operation and MaintenanceSystem Troubleshooting
  • 06
    Reporting and Dissemination ProceduresDocumentation and Communication
  • 07
    Situational AwarenessRisk Management
  • 08
    Imagery exploitation software (e.g. ENVI, SOCET GXP)Remote sensing and image analysis software (e.g., ArcGIS, QGIS, ENVI)
To learn10

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

+Python (NumPy, Pandas)+SQL+Data Visualization (Tableau, Power BI)+Cloud Security (AWS, Azure, GCP)+Security Information and Event Management (SIEM) tools+Data Modeling+ETL Processes+Cloud Data Warehousing (e.g. Snowflake, Redshift)+Technical writing+Business process modeling
How VWC fits

Vets Who Code is a free, full-time 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.

SOURCE · LIGHTCAST + CURATED PATHWAYS · 5
P.01

Remote Sensing Scientist

$95K
High match
Growing demand
Skills to develop
  • Specific software proficiency (e.g., ENVI, ArcGIS)
  • Advanced image processing techniques
  • Specific remote sensing certifications
P.02

Environmental Data Analyst

$78K
Good match
High demand
Skills to develop
  • Statistical analysis software (e.g., R, Python)
  • Data visualization tools (e.g., Tableau, Power BI)
  • Knowledge of environmental regulations
P.03

Geophysical Technician

$65K
Good match
Stable demand
Skills to develop
  • Specific geophysical survey techniques
  • Equipment operation and maintenance
  • Safety protocols
P.04

Research and Development Technician

$60K
Moderate match
High demand
Skills to develop
  • Lab experience
  • Specific equipment certifications
  • Documentation and reporting skills
P.05

Radiological Control Technician

$80K
Good match
Growing demand
Skills to develop
  • Radiation safety training
  • HP certification
  • Knowledge of regulatory requirements
/ 04 · Hidden Strengths

What the code built.

Cognitive skills your 9S290 training built — and where they transfer in civilian work.

S.01

Pattern Recognition

9S290s are trained to identify subtle patterns in complex data from various sensors (e.g., radiation, chemical, electro-optic). This involves recognizing anomalies and deviations from expected baselines in sensor readings to detect potential threats or environmental changes.

Transfers to

This skill translates to the ability to identify meaningful trends and anomalies in complex datasets, which is valuable in fields that require data analysis and interpretation.

S.02

System Modeling

This role involves understanding and working with complex electronic sensor systems. They develop mental models of how these systems function, interact with each other, and respond to different environmental conditions.

Transfers to

The ability to create and understand system models translates into skills in designing, troubleshooting, and optimizing complex systems in various industries.

S.03

Degraded-Mode Operations

9S290s are trained to maintain and operate sophisticated sensor systems even when components fail or are damaged. They troubleshoot problems, implement workarounds, and keep systems operational under less-than-ideal conditions.

Transfers to

Experience in degraded-mode operations demonstrates an ability to maintain functionality and solve problems under pressure, a skill highly valued in any technical field.

S.04

Situational Awareness

These airmen must maintain a high degree of situational awareness to understand the context of their sensor data. This includes understanding the environmental conditions, potential threats, and the operational objectives to make informed decisions.

Transfers to

Situational awareness translates into the ability to quickly assess complex situations, understand the relevant factors, and make informed decisions, a critical skill in dynamic and high-pressure environments.

/ 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.

Data Scientist

SOC 15-2051

You've been collecting, processing, and analyzing complex scientific data to derive actionable insights. This makes you well-prepared to apply those skills in the civilian sector, identifying trends and patterns that drive business decisions.

Adjacent · Match

Environmental Consultant

SOC 19-2041

You're already familiar with environmental monitoring, sampling, and data interpretation. This experience can be leveraged to help companies comply with environmental regulations and develop sustainable practices, a field that needs your expertise in rapidly deployable and fixed airborne materials sampling platforms.

Adjacent · Match

Quality Assurance Engineer

SOC 17-2111

Your experience maintaining and troubleshooting complex electronic sensor systems and rapidly deployable and fixed airborne materials sampling platforms equips you to design and implement quality control processes in manufacturing or other technical fields, ensuring that products and systems meet required standards.

Adjacent · Match
/ 06 · Training & Certs

What you trained on.

SOURCE · DOD + ACE\nVALIDATED
Academy

Signals Intelligence Training

Goodfellow AFB, TX
1,280hHours
32wkWeeks
ACECredit

Up to 15 semester hours recommended in physical science, electronics, or information technology

Topics · 8
  • Signals Intelligence (SIGINT) Fundamentals
  • Electronic Warfare (EW) Principles
  • Geospatial Intelligence (GEOINT)
  • Data Collection and Analysis Techniques
  • Electromagnetic Spectrum Operations
  • Sensor Systems Operation and Maintenance
  • Reporting and Dissemination Procedures
  • Cybersecurity Fundamentals
Partial coverage · 3
  • Certified Instrumentation Specialist (CIS)60%

    Study specific instrumentation techniques and calibration procedures relevant to civilian industries. Focus on regulatory compliance (e.g., FDA, EPA) and documentation practices required in civilian settings.

  • Certified Calibration Technician (CCT)50%

    Learn about ISO 17025 standards, measurement uncertainty analysis, and specific calibration procedures for instruments not typically used in military applications. Understand the nuances of traceability and audit requirements.

  • Certified Quality Engineer (CQE)40%

    Focus on quality management principles, statistical process control, and design of experiments as applied in manufacturing and service industries. Learn about quality auditing and risk management techniques specific to civilian businesses.

Recommended next · 04
  • Certified Data Scientist (various providers)Adjacent
  • Certified Information Systems Security Professional (CISSP)Adjacent
  • Project Management Professional (PMP)Adjacent
  • Six Sigma Green BeltAdjacent
/ 07 · Systems Translation

What you ran, in their words.

Military systems you operated and their civilian equivalents for your resume.

Military SystemCivilian EquivalentDomain
Distributed Common Ground System-Air Force (DCGS-AF)Data analytics platforms (e.g., Splunk, Palantir) and intelligence analysis softwareNetworking
Electromagnetic Spectrum Analyzer (ESA)Spectrum analyzers (e.g., Keysight, Rohde & Schwarz) used in telecommunications and electronic engineeringOperations
Joint Threat Warning System (JTWS)Environmental monitoring systems, public warning systems, or industrial safety monitoring equipmentOperations
Airborne Signals Intelligence Payload (ASIP)Airborne sensor packages used in environmental monitoring or geophysical surveyingSignals
Nuclear, Biological, and Chemical (NBC) detection systemsHazardous material detection equipment, environmental monitoring sensors, and laboratory analysis instrumentsOperations
Imagery exploitation software (e.g. ENVI, SOCET GXP)Remote sensing and image analysis software (e.g., ArcGIS, QGIS, ENVI)Operations
/ Translator · Live

Translate 9S290 into a resume that ships.

Pair this guide with the VWC AI-powered translator: drop in your service record, get back ATS-optimized civilian resume language tuned to the tech roles above.