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Live · Guide v1.061D4 · Career GuideValidated · Lightcast Labor DataUpdated · Q2 20262026 Cohort Active
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USAF · 61D4Career Guide · Operations · VWC.CG.61D4.R.04
61D4 · USAF · Enlisted

Research and Development
Scientist.

Air Force 61D4 (Research and Development Scientist). 240 hours of formal training translate to 5 validated civilian career pathways with salary bands of $92K–$120K. Sourced from DoD training data and Lightcast labor signals.

Training hours240DoD pipeline
ACE creditACEUp to 6 semester hours in research methods and project management 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 61D4 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 61D4 training already gave you, and the specific gaps to close — not a generic checklist.

Already have07
  • 01
    Research project planning and managementAgile project management methodologies
  • 02
    Experimental design and statistical analysisStatistical modeling and data analysis
  • 03
    Data collection and interpretationData mining and data visualization
  • 04
    Technical report writing and presentationTechnical documentation and communication
  • 05
    System ModelingPredictive Analytics
  • 06
    Resource OptimizationBudget Management
  • 07
    After-Action AnalysisProcess Improvement
To learn06

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

+Python programming, including data manipulation libraries like pandas and numpy+Machine learning algorithms and frameworks such as scikit-learn and TensorFlow+Data visualization tools like Tableau or Power BI+SQL for data querying and database management+Agile project management methodologies and tools like Jira or Asana+Cloud computing platforms like AWS, Azure, or Google Cloud Platform
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

Research Scientist

$98K
High match
High demand
Skills to develop
  • Grant writing
  • Publishing in peer-reviewed journals
P.02

Project Manager

$95K
High match
Very high demand
Skills to develop
  • PMP Certification
  • Agile methodologies
P.03

Management Consultant

$110K
Good match
Growing demand
Skills to develop
  • MBA or relevant master's degree
  • Industry-specific knowledge
  • Business development
P.04

Data Scientist

$120K
Good match
Very high demand
Skills to develop
  • Python or R programming
  • Machine learning
  • Data visualization
P.05

Operations Research Analyst

$92K
High match
High demand
Skills to develop
  • Optimization software (e.g., Gurobi, CPLEX)
  • Advanced statistical modeling
/ 04 · Hidden Strengths

What the code built.

Cognitive skills your 61D4 training built — and where they transfer in civilian work.

S.01

System Modeling

As a research and operational assessments officer, you created experimental models to understand complex systems and predict outcomes, essential for designing effective research programs and solving operational problems.

Transfers to

Your ability to construct and manipulate models translates directly to the civilian world where understanding and predicting system behavior is critical for strategic decision-making and innovation.

S.02

Resource Optimization

You managed and coordinated research projects, including fiscal programming and resource allocation, to maximize the impact of research and development efforts.

Transfers to

Your experience in resource management and fiscal programming translates to civilian roles where efficient allocation of resources and budget management are vital for achieving organizational goals.

S.03

After-Action Analysis

You prepared technical reports that included recommendations for additional research, demonstrating a keen ability to analyze results, identify areas for improvement, and apply lessons learned to future projects.

Transfers to

Your after-action analysis experience in military settings directly translates to process improvement roles in the civilian sector where you use analytical skills to evaluate performance and implement corrective actions.

/ 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.

Management Consultant

SOC 13-1111

You've been developing new concepts and methods to solve scientific and operational problems. As a Management Consultant, you’ll apply similar analytical and problem-solving skills to help businesses improve their efficiency and effectiveness.

Adjacent · Match

Data Scientist

SOC 15-2051

You've been employing mathematical techniques, including statistics and simulation, to analyze and display data. As a Data Scientist, you can leverage these skills to extract insights from complex datasets and inform strategic decisions.

Adjacent · Match

Business Intelligence Analyst

SOC 15-2051

You've maintained liaison with various organizations, including private sector research, and coordinated research efforts with related agencies. As a Business Intelligence Analyst, you can use those same skills to monitor market trends and internal metrics to optimize business performance.

Adjacent · Match
/ 06 · Training & Certs

What you trained on.

SOURCE · DOD + ACE\nVALIDATED
Academy

Advanced Technology and Innovation Officer Course

Wright-Patterson AFB, OH
240hHours
6wkWeeks
ACECredit

Up to 6 semester hours in research methods and project management recommended.

Topics · 6
  • Research project planning and management
  • Experimental design and statistical analysis
  • Data collection and interpretation
  • Technical report writing and presentation
  • Interdisciplinary scientific knowledge application
  • Scientific program management and coordination
Partial coverage · 2
  • Project Management Professional (PMP)60%

    Formal project management methodologies (Agile, Waterfall), specific PMBOK Guide knowledge areas, and the PMP exam format.

  • Certified Research Administrator (CRA)70%

    In-depth knowledge of research regulations, compliance, and financial management specific to civilian research institutions and funding agencies.

Recommended next · 03
  • Certified Analytics Professional (CAP)Adjacent
  • Six Sigma Green BeltAdjacent
  • Certified Professional in Data Science (CPDS)Adjacent
/ 07 · Systems Translation

What you ran, in their words.

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

Military SystemCivilian EquivalentDomain
Air Force Research Laboratory (AFRL) Research Management SystemProject Management Software (e.g., Jira, Asana, Microsoft Project)Operations
Defense Technical Information Center (DTIC)Research databases (e.g., IEEE Xplore, ScienceDirect, Google Scholar)Operations
Air Force Modeling and Simulation (M&S) FrameworkSimulation software (e.g., MATLAB, Simulink, AnyLogic)Operations
Joint Technical Architecture (JTA)Enterprise Architecture Frameworks (e.g., TOGAF, Zachman)Operations
Automated Cost Estimating Integrated Tools (ACEIT)Cost Estimation Software (e.g., SEER, PRICE TruePlanning)Operations
System Engineering Management Chart (SEMC)Project Management and Gantt Charting Software (e.g. Microsoft Project, Smartsheet)Platform
/ Translator · Live

Translate 61D4 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.