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Live · Guide v1.001F · Career GuideValidated · Lightcast Labor DataUpdated · Q2 20262026 Cohort Active
Home/Career Guides/01F
ARMY · 01FCareer Guide · Operations · VWC.CG.01F.R.04
01F · ARMY · Enlisted

Physical Science
Specialist.

Army 01F (Physical Science Specialist). 600 hours of formal training translate to 5 validated civilian career pathways with salary bands of $45K–$85K. Sourced from DoD training data and Lightcast labor signals.

Training hours600DoD pipeline
ACE creditACEUp to 6 semester hours in physical science and laboratory techniques
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 01F 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 01F training already gave you, and the specific gaps to close — not a generic checklist.

Already have10
  • 01
    Data Analysis and InterpretationData Mining, Statistical Analysis
  • 02
    Technical Report WritingDocumentation, Technical Communication
  • 03
    Meteorological Observation TechniquesSensor Data Analysis, Environmental Monitoring
  • 04
    Army Meteorological SystemsSystem Modeling, Predictive Analysis
  • 05
    Supervisory Techniques and ResponsibilitiesTeam Leadership, Project Management
  • 06
    Army Administrative ProceduresProcess Optimization, Regulatory Compliance
  • 07
    Situational AwarenessThreat Detection, Risk Management
  • 08
    After-Action AnalysisPerformance Improvement, Lessons Learned
  • 09
    Procedural ComplianceQuality Assurance, Standardization
  • 10
    System ModelingSoftware Design, Architecture
To learn12

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

+SQL for data querying+Python pandas and matplotlib for data manipulation and visualization+Statistical analysis techniques+Test automation frameworks like Selenium or Cypress+Programming fundamentals in Python or JavaScript+Continuous Integration/Continuous Deployment (CI/CD) pipelines+Network fundamentals and protocols+Operating systems concepts (Windows, Linux)+Cloud computing basics (AWS, Azure, GCP)+Markdown and reStructuredText for documentation+Git for version control+Software development lifecycle (SDLC)
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

Environmental Science Technician

$55K
High match
Stable demand
Skills to develop
  • Specific environmental regulations
  • GIS software proficiency
P.02

Laboratory Technician

$48K
High match
Growing demand
Skills to develop
  • Specialized lab equipment training
  • GLP (Good Laboratory Practice) certification
P.03

Quality Control Inspector

$45K
Good match
Stable demand
Skills to develop
  • Six Sigma certification
  • ISO standards knowledge
P.04

Technical Writer

$72K
Good match
High demand
Skills to develop
  • Technical writing certification
  • Industry-specific software documentation experience
P.05

Project Manager

$85K
Moderate match
Very high demand
Skills to develop
  • PMP certification
  • Agile methodologies training
  • Business administration experience
/ 04 · Hidden Strengths

What the code built.

Cognitive skills your 01F training built — and where they transfer in civilian work.

S.01

System Modeling

You developed system models of meteorological phenomena to understand and predict weather patterns. This involved understanding the interactions of various environmental factors.

Transfers to

This translates to an ability to create models of complex systems, predict their behavior, and identify potential issues. You can understand how different components interact and influence each other.

S.02

Procedural Compliance

Adhering to strict laboratory protocols and measurement techniques was critical to ensure accuracy and consistency in research and reporting.

Transfers to

Your experience demonstrates a strong understanding of the importance of standardized procedures and the ability to follow them precisely to maintain quality and reliability.

S.03

Situational Awareness

You maintained awareness of meteorological conditions and their potential impact on military operations, adapting observation strategies to changing circumstances.

Transfers to

This means you're adept at understanding the environment around you, identifying potential threats or opportunities, and making informed decisions based on real-time data.

S.04

After-Action Analysis

Your analysis of meteorological data and reports, and your role in advising commanders, involved assessing past actions, identifying areas for improvement, and implementing corrective measures.

Transfers to

You've honed the ability to review past events, pinpoint what worked and what didn't, and develop strategies to enhance future performance.

/ 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 working with complex data sets, analyzing patterns, and building predictive models in your role as a meteorological specialist. Your expertise in data analysis and modeling will make you a valuable asset in the field of data science, where you'll be able to apply your skills to solve a wide range of problems.

Adjacent · Match

Logistics Analyst

SOC 13-2081

You have a deep understanding of military supply chains, logistics, and resource management. As a logistics analyst, you'll be able to apply your knowledge to optimize supply chain operations, improve efficiency, and reduce costs. Your experience with military logistics will give you a unique perspective on how to manage complex supply networks.

Adjacent · Match

Compliance Officer

SOC 13-1041

Your military experience instilled a strong sense of discipline and adherence to regulations. As a compliance officer, you'll be able to use your knowledge of policies and procedures to ensure that organizations are following the rules and regulations. Your attention to detail and commitment to compliance will make you an effective advocate for ethical business practices.

Adjacent · Match
/ 06 · Training & Certs

What you trained on.

SOURCE · DOD + ACE\nVALIDATED
Academy

Advanced Individual Training (AIT)

Fort Leonard Wood, Missouri
600hHours
15wkWeeks
ACECredit

Up to 6 semester hours in physical science and laboratory techniques

Topics · 8
  • Principles of Physics and Chemistry
  • Laboratory Instrumentation and Techniques
  • Data Analysis and Interpretation
  • Technical Report Writing
  • Meteorological Observation Techniques
  • Army Meteorological Systems
  • Supervisory Techniques and Responsibilities
  • Army Administrative Procedures
Partial coverage · 2
  • Certified Laboratory Technician (CLT)70%

    Requires additional study in specific lab techniques, quality control, and regulatory compliance relevant to civilian labs.

  • Certified Chemical Technician (CCT)60%

    Needs further knowledge in industrial chemical processes, safety protocols, and specific analytical instrumentation used in the chemical industry.

Recommended next · 03
  • Certified Quality Technician (CQT)Adjacent
  • Six Sigma Green BeltAdjacent
  • 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
Meteorological Measuring Set AN/TMQ-53Automated Weather Station (AWS)Operations
Joint Biological Point Detection System (JBPDS)Real-time PCR Assay Systems for Pathogen DetectionOperations
M21 Remote Sensing Chemical Agent Alarm (RSCAAL)Open-Path Fourier Transform Infrared (OP-FTIR) Spectroscopy SystemsOperations
AN/VDR-2 Radiac SetPersonal Radiation Detector (PRD)Operations
Chemical Agent Monitor (CAM)Ion Mobility Spectrometry (IMS) based chemical detectorsOperations
Technical Escort Unit Standard Operating Procedures (TEU SOP)HAZMAT Emergency Response ProtocolsOperations
Defense Occupational and Environmental Health Readiness System (DOEHRS)Occupational Health and Safety Management Systems (OHSMS)Operations
/ Translator · Live

Translate 01F 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.