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Live · Guide v1.01N031 · Career GuideValidated · Lightcast Labor DataUpdated · Q2 20262027 Cohort · Applications Open
USAF · 1N031Career Guide · Intelligence · VWC.CG.1N031.R.04
1N031 · USAF · Enlisted

Intelligence
Analyst.

Air Force 1N031 (Intelligence Analyst). 640 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 hours640DoD pipeline
ACE creditACEUp to 9 semester hours recommended (estimated)
Tech roles4mapped to your code
Civilian pathways5validated
Cert coverage3/6direct + 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.

SOURCE · BLS + LIGHTCAST ROLES · 4

Industry tech roles your 1N031 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 1N031 training already gave you, and the specific gaps to close — not a generic checklist.

Already have08
  • 01
    Intelligence Preparation of the Battlefield (IPB)→ Systems analysis and requirements gathering
  • 02
    All-Source Intelligence Analysis→ Data mining and pattern recognition
  • 03
    Threat Analysis→ Risk assessment and vulnerability management
  • 04
    DCGS-AF, AFTT, JWICS, NOS, MIDB, TENCAP→ Experience with data analysis, geospatial, and communication systems
  • 05
    Situational Awareness→ Understanding complex systems and anticipating potential issues
  • 06
    Adversarial Thinking→ Identifying potential vulnerabilities and developing proactive solutions
  • 07
    Pattern Recognition→ Identifying trends and anomalies in data
  • 08
    After-Action Analysis→ Continuous improvement and learning from both successes and failures
To learn11

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

+SQL for data querying and manipulation+Python libraries such as pandas and matplotlib for data analysis and visualization+Data visualization tools like Tableau or Power BI+Cybersecurity fundamentals and network security principles+Security tools such as intrusion detection systems (IDS) and security information and event management (SIEM) systems+Cloud security and compliance standards+Data warehousing concepts and ETL processes+Cloud platforms such as AWS, Azure, or GCP for data storage and processing+Principles of System Design+Understand Business Requirements+Communicate effectively with both technical and non-technical stakeholders
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.

SOURCE · LIGHTCAST + CURATED PATHWAYS · 5
P.01

Intelligence Analyst

$85K
High match
High demand
P.02

Cyber Intelligence Analyst

$95K
Good match
Very high demand
Skills to develop
  • — Cybersecurity certifications (e.g., Security+, CISSP)
  • — Knowledge of cybersecurity frameworks
  • — Experience with SIEM tools
P.03

Market Research Analyst

$75K
Good match
Growing demand
Skills to develop
  • — Statistical analysis software (e.g., SPSS, SAS)
  • — Market research methodologies
  • — Data visualization
P.04

Emergency Management Specialist

$70K
Moderate match
Stable demand
Skills to develop
  • — Emergency management certifications (e.g., FEMA certifications)
  • — Knowledge of disaster response protocols
  • — Experience with risk assessment
P.05

Geospatial Intelligence Analyst

$90K
High match
High demand
Skills to develop
  • — GIS software proficiency (e.g., ArcGIS, QGIS)
  • — Remote sensing knowledge
  • — Geospatial data analysis techniques
/ 04 · Hidden Strengths

What the code built.

Cognitive skills your 1N031 training built — and where they transfer in civilian work.

S.01

Situational Awareness

1N031s maintain a constant awareness of the operational environment, understanding potential threats, friendly force positions, and the overall strategic picture to provide timely and relevant intelligence to commanders.

Transfers to

This translates to a strong ability to perceive and understand your environment in dynamic situations, anticipate potential problems, and make informed decisions based on available information.

S.02

Adversarial Thinking

As an intelligence professional, you are trained to think like the enemy, anticipate their actions, and understand their motivations to develop effective countermeasures and strategies.

Transfers to

This means you can analyze situations from multiple perspectives, identify potential weaknesses or vulnerabilities, and develop proactive solutions to mitigate risks.

S.03

Pattern Recognition

You identify trends and anomalies in large datasets to uncover potential threats, predict enemy behavior, and provide actionable intelligence to decision-makers.

Transfers to

This ability to recognize patterns and anomalies makes you adept at identifying trends, anticipating problems, and making data-driven decisions.

S.04

After-Action Analysis

You conduct thorough after-action reviews of intelligence operations, identifying lessons learned and areas for improvement to enhance future performance.

Transfers to

This skill translates to a dedication to continuous improvement, a keen eye for detail, and the ability to learn from both successes and failures.

/ 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.

Fraud Investigator

SOC 13-2011

You've been trained to think like an adversary, anticipating their moves and uncovering their plans. This skill set is directly transferable to investigating fraudulent activities, identifying patterns of deception, and building cases against perpetrators. Plus, your experience analyzing complex data and developing actionable intelligence will make you a highly effective fraud investigator.

Adjacent · Match

Market Research Analyst

SOC 13-1161

Your background in intelligence analysis equips you with the skills to analyze market trends, understand consumer behavior, and identify opportunities for growth. You've been trained to extract meaningful insights from complex data, anticipate future trends, and provide actionable recommendations to decision-makers, all of which are essential in market research.

Adjacent · Match

Business Intelligence Analyst

SOC 15-2051

As a former intelligence professional, you excel at collecting, analyzing, and disseminating information to support decision-making. This experience translates directly to the role of a business intelligence analyst, where you'll use your analytical skills to identify trends, assess risks, and develop strategies to improve business performance. Your ability to think critically and solve complex problems will make you a valuable asset to any organization.

Adjacent · Match

Emergency Management Specialist

SOC 29-9099

You're skilled in situational awareness, threat assessment, and risk mitigation. You've been trained to develop and implement emergency response plans, coordinate resources, and communicate effectively under pressure, all of which are critical in emergency management. Your experience in intelligence gathering and analysis will enable you to anticipate potential threats and develop proactive strategies to protect communities.

Adjacent · Match
/ 06 · Training & Certs

What you trained on.

SOURCE · DOD + ACE\nVALIDATED
Academy

Intelligence Technical Training

Goodfellow AFB, TX
640hHours
16wkWeeks
ACECredit

Up to 9 semester hours recommended (estimated)

Topics · 8
  • Intelligence Preparation of the Battlefield (IPB)
  • All-Source Intelligence Analysis
  • Threat Analysis
  • Geospatial Intelligence (GEOINT)
  • Imagery Intelligence (IMINT)
  • Signals Intelligence (SIGINT) Fundamentals
  • Intelligence Reporting and Briefing
  • Force Protection Intelligence
Partial coverage · 3
  • Certified Intelligence Professional (CIP)70%

    Requires study of specific intelligence disciplines and methodologies not explicitly covered in the 1N031 description, such as HUMINT and SIGINT collection management, and all-source analysis tradecraft. Exam also covers legal and ethical considerations.

  • CompTIA Security+60%

    Requires focused study on network security, cryptography, access control, and risk management, as the 1N031 role focuses more on intelligence analysis rather than hands-on security implementation.

  • Geospatial Intelligence (GEOINT) Professional Certification (GPC)50%

    While the description mentions geospatial databases and target materials, this certification requires deeper knowledge of advanced GEOINT techniques, remote sensing, and photogrammetry.

Recommended next · 03
  • Certified Information Systems Security Professional (CISSP)Adjacent
  • Project Management Professional (PMP)Adjacent
  • Certified Ethical Hacker (CEH)Adjacent
/ 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)Palantir Gotham, IBM i2 Analyst's NotebookNetworking
Air Force Targeting Tool (AFTT)Esri ArcGIS, QGISOperations
Joint Worldwide Intelligence Communications System (JWICS)Secure communication networks, end-to-end encrypted messaging apps (e.g., Signal, Wire)Networking
National SIGINT Committee (NSC) Online System (NOS)Data analytics platforms for signal analysis (e.g., Splunk, Elastic)Networking
Modernized Integrated Database (MIDB)Relational database management systems (e.g., Oracle Database, Microsoft SQL Server)Data
Tactical Exploitation of National Capabilities (TENCAP)Integration of national intelligence data feeds into commercial GIS and analytics platformsOperations
Cohort 2027 · Intake Open

Ship 1N031 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.

Career guide data last generated: February 22, 2026