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Live · Guide v1.01W091A · Career GuideValidated · Lightcast Labor DataUpdated · Q2 20262026 Cohort Active
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USAF · 1W091ACareer Guide · Operations · VWC.CG.1W091A.R.04
1W091A · USAF · Enlisted

Weather Operations
Craftsman.

Air Force 1W091A (Weather Operations Craftsman). 960 hours of formal training translate to 5 validated civilian career pathways with salary bands of $72K–$120K. Sourced from DoD training data and Lightcast labor signals.

Training hours960DoD pipeline
ACE creditACEUp to 15 semester hours recommended
Tech roles4mapped to your code
Civilian pathways5validated
Cert coverage2/5direct + partial
/ 01 · Tech Roles

Roles your code maps to.

SOURCE · BLS + LIGHTCAST ROLES · 4

Industry tech roles your 1W091A 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 1W091A training already gave you, and the specific gaps to close — not a generic checklist.

Already have07
  • 01
    Meteorological ObservationsData Collection
  • 02
    Weather Radar Interpretation & Satellite Imagery AnalysisData Visualization
  • 03
    Weather Forecasting TechniquesPredictive Modeling
  • 04
    System ModelingSystems Design and Analysis
  • 05
    Situational AwarenessMonitoring and Alerting
  • 06
    Rapid PrioritizationIncident Response
  • 07
    Resource OptimizationCost Management
To learn09

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

+SQL+Python (pandas, matplotlib)+Python & Spark+Cloud Technologies (AWS, Azure)+Linux Administration+Cloud Computing (AWS, Azure, or GCP)+Infrastructure-as-Code (Terraform, Ansible)+AWS, Azure, or Google Cloud Platform+Cloud Services (EC2, S3, Azure Virtual Machines)
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

Meteorologist

$99K
High match
Growing demand
Skills to develop
  • American Meteorological Society Certified Broadcast Meteorologist (if broadcasting)
  • Specific software experience (e.g., GEMPAK, AWIPS)
  • Advanced degree (Master's or Ph.D.) for research positions
P.02

Data Scientist

$120K
Good match
Very high demand
Skills to develop
  • Python or R programming
  • Machine learning techniques
  • Data visualization tools (e.g., Tableau, Power BI)
P.03

Geospatial Analyst

$85K
Good match
High demand
Skills to develop
  • GIS software proficiency (e.g., ArcGIS, QGIS)
  • Remote sensing analysis
  • Spatial statistics
P.04

Emergency Management Specialist

$78K
Moderate match
Stable demand
Skills to develop
  • FEMA certifications (e.g., IS-100, IS-700)
  • Emergency planning and response protocols
  • Risk assessment methodologies
P.05

Technical Trainer

$72K
Moderate match
Growing demand
Skills to develop
  • Instructional design principles
  • Adult learning methodologies
  • Platform-specific training certifications (e.g., software training)
/ 04 · Hidden Strengths

What the code built.

Cognitive skills your 1W091A training built — and where they transfer in civilian work.

S.01

System Modeling

1W091As construct and utilize complex models of atmospheric and space weather systems to predict future conditions and their impact on military operations. They integrate data from various sources to create a holistic understanding of these environments.

Transfers to

This skill translates directly to the ability to build and analyze complex systems in various industries. You can create models to predict trends, optimize processes, and understand the interplay of different elements within a system.

S.02

Situational Awareness

This role demands constant monitoring of weather conditions and understanding how they affect ongoing and planned military operations. 1W091As must maintain a high level of awareness to anticipate potential disruptions and communicate effectively with operational teams.

Transfers to

This translates to an exceptional ability to stay informed, understand the big picture, and anticipate potential problems in dynamic environments. You excel at gathering and processing information to make sound decisions under pressure.

S.03

Rapid Prioritization

As a 1W091A, you're constantly assessing incoming data and prioritizing the most critical information to disseminate to decision-makers. You rapidly determine what needs immediate attention to mitigate risks and optimize operations in a fast-paced environment.

Transfers to

You're adept at quickly evaluating situations, identifying key priorities, and focusing resources on the most important tasks. This skill is valuable in any role that demands quick thinking and effective decision-making under pressure.

S.04

Resource Optimization

1W091As are responsible for managing weather resources and tailoring unit capabilities to meet mission requirements. You ensure that the right tools and personnel are available at the right time to maximize the impact of weather support.

Transfers to

This demonstrates an ability to strategically allocate resources, streamline processes, and maximize efficiency. You're skilled at identifying opportunities for improvement and ensuring that resources are used effectively to achieve desired outcomes.

/ 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.

Logistics Analyst

SOC 13-2081

You've been analyzing complex environmental data to predict its impact on military operations. As a Logistics Analyst (13-2081), you'll use similar analytical skills to forecast demand, optimize supply chains, and ensure efficient resource allocation.

Adjacent · Match

Emergency Management Specialist

SOC 29-9099

You've been issuing weather warnings and advisories, preparing others to respond to dangerous environmental conditions. As an Emergency Management Specialist (29-9099), you'll use your skills in risk assessment and communication to develop and implement emergency preparedness plans.

Adjacent · Match

Business Intelligence Analyst

SOC 15-2051

You've been integrating data from various sources to provide decision-quality environmental information. As a Business Intelligence Analyst (15-2051), you can use similar analytical skills to gather and interpret business data, identify trends, and provide actionable insights to improve decision-making.

Adjacent · Match
/ 06 · Training & Certs

What you trained on.

SOURCE · DOD + ACE\nVALIDATED
Academy

Weather Specialty Course

Keesler AFB, MS
960hHours
24wkWeeks
ACECredit

Up to 15 semester hours recommended

Topics · 8
  • Meteorological Observations
  • Weather Radar Interpretation
  • Satellite Imagery Analysis
  • Atmospheric Physics
  • Weather Forecasting Techniques
  • Space Weather
  • Weather Support to Military Operations
  • Weather Briefing Production & Delivery
Partial coverage · 2
  • Certified Professional Environmental Auditor (CPEA)60%

    Requires study of environmental regulations, auditing principles, and specific industry standards related to environmental compliance.

  • GIS Professional (GISP)40%

    Needs further study in advanced GIS techniques, data management, and spatial analysis specific to civilian applications. Focus on areas outside of weather-specific applications.

Recommended next · 03
  • Certified Emergency Manager (CEM)Adjacent
  • Certified Information Systems Security Professional (CISSP)Adjacent
  • Project Management Professional (PMP)Adjacent
/ 07 · Systems Translation

What you ran, in their words.

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

Military SystemCivilian EquivalentDomain
AN/FPS-77 Doppler Weather RadarNEXRAD Doppler radar systemsSignals
Defense Meteorological Satellite Program (DMSP)Commercial weather satellites (e.g., GOES, operated by NOAA)Operations
Automated Weather Distribution System (AWDS)National Weather Service's Advanced Weather Interactive Processing System (AWIPS)Operations
Solar Observing Optical Network (SOON)Space Weather Prediction Center (SWPC) data and modelsNetworking
Weather Support System - Forecast (WSS-F)Commercial weather forecasting platforms (e.g., Baron Threat Net, AccuWeather Professional)Operations
Joint METOC Viewer (JMV)GIS software with weather data overlays (e.g., ESRI ArcGIS with weather data feeds)Operations
/ Translator · Live

Translate 1W091A 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.