New Cohort Starts:

Donate
Live · Guide v1.061S2 · Career GuideValidated · Lightcast Labor DataUpdated · Q2 20262026 Cohort Active
Home/Career Guides/61S2
USAF · 61S2Career Guide · Operations · VWC.CG.61S2.R.04
61S2 · USAF · Enlisted

Research
Scientist.

Air Force 61S2 (Research Scientist). 480 hours of formal training translate to 5 validated civilian career pathways with salary bands of $90K–$120K. Sourced from DoD training data and Lightcast labor signals.

Training hours480DoD pipeline
ACE creditACEUp to 6 semester hours in leadership and management; Additional credits possible based on scientific discipline and follow-on training.
Tech roles4mapped to your code
Civilian pathways5validated
Cert coverage2/7direct + partial
/ 01 · Tech Roles

Roles your code maps to.

SOURCE · BLS + LIGHTCAST ROLES · 4

Industry tech roles your 61S2 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 61S2 training already gave you, and the specific gaps to close — not a generic checklist.

Already have07
  • 01
    Research MethodologiesExperiment Design and Analysis
  • 02
    Statistical AnalysisStatistical Modeling
  • 03
    System ModelingDesigning and Optimizing Complex Systems
  • 04
    MATLAB (with specialized toolboxes for data analysis and modeling)MATLAB, Python (with libraries like SciPy, NumPy, Pandas)
  • 05
    Resource OptimizationManaging Budgets and Timelines
  • 06
    After-Action AnalysisContinuous Improvement Implementation
  • 07
    Situational AwarenessAdapting to Change and Anticipating Future Trends
To learn05

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

+Python (with libraries like SciPy, NumPy, Pandas)+Machine learning algorithms and libraries (e.g., scikit-learn, TensorFlow, PyTorch)+Data visualization tools (e.g., Tableau, Power BI)+Cloud platforms (e.g., AWS, Azure, Google Cloud) for data science+Agile and Scrum methodologies
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
  • Specific domain expertise (e.g., biology, chemistry)
  • Grant writing
  • Publication record in relevant journals
P.02

Data Scientist

$115K
Good match
Very high demand
Skills to develop
  • Advanced programming skills (Python, R)
  • Machine learning techniques
  • Big data technologies (Spark, Hadoop)
P.03

Project Manager

$95K
Good match
High demand
Skills to develop
  • PMP certification
  • Agile methodologies
  • Risk management
P.04

Statistician

$90K
Good match
Growing demand
Skills to develop
  • Statistical modeling software (SAS, SPSS)
  • Specific statistical techniques (e.g., Bayesian analysis)
  • Data visualization
P.05

Management Consultant

$120K
Moderate match
Stable demand
Skills to develop
  • MBA or related advanced degree
  • Industry-specific knowledge
  • Client relationship management
/ 04 · Hidden Strengths

What the code built.

Cognitive skills your 61S2 training built — and where they transfer in civilian work.

S.01

System Modeling

As a research officer, you build models to understand complex scientific problems, predict outcomes of experiments, and optimize research strategies, allowing you to make informed decisions about research directions and resource allocation.

Transfers to

Your ability to create and manipulate system models translates directly into designing and optimizing complex systems in various industries, from financial markets to supply chain management.

S.02

Resource Optimization

Managing research programs requires careful allocation of funding, personnel, and equipment to maximize research output and achieve project goals efficiently, ensuring effective use of resources in a constrained environment.

Transfers to

Your expertise in resource optimization is highly valuable in roles that require managing budgets, timelines, and teams to achieve optimal outcomes and improve overall efficiency.

S.03

After-Action Analysis

You rigorously analyze research results, interpret data, and identify areas for improvement in research methodologies and project execution, ensuring continuous learning and refinement of future research endeavors.

Transfers to

Your ability to dissect complex projects, identify successes and failures, and implement improvements is crucial in any role that involves continuous improvement and learning from past experiences.

S.04

Situational Awareness

Maintaining awareness of interdisciplinary scientific knowledge and the broader research landscape allows you to adapt research strategies, anticipate challenges, and identify opportunities for collaboration with other organizations and agencies.

Transfers to

Your awareness of diverse influences and how they impact outcomes is invaluable in dynamic environments where adapting to change and anticipating future trends is critical for success.

/ 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 honing your analytical and problem-solving skills while managing complex research projects. This translates directly to helping businesses improve their efficiency and achieve their goals. Your ability to analyze data, identify problems, and develop effective solutions will make you a valuable asset in the consulting world.

Adjacent · Match

Financial Analyst

SOC 13-2051

You're adept at developing models to understand complex scientific problems. You can apply these skills to financial markets by building financial models, analyzing investment opportunities, and managing risk. Your background in statistics and data analysis will give you a unique advantage in the world of finance.

Adjacent · Match

Data Scientist

SOC 15-2051

You've spent years collecting and interpreting data from experiments. As a data scientist, you'll use those same skills to extract insights from large datasets, develop algorithms, and build predictive models for businesses. Your background in research and statistical analysis will be a major asset.

Adjacent · Match
/ 06 · Training & Certs

What you trained on.

SOURCE · DOD + ACE\nVALIDATED
Academy

Officer Training School (OTS)

Maxwell AFB, AL; Followed by specialized academic or research training based on scientific discipline
480hHours
12wkWeeks
ACECredit

Up to 6 semester hours in leadership and management; Additional credits possible based on scientific discipline and follow-on training.

Topics · 8
  • Air Force Officer Core Values
  • Leadership and Management Principles
  • Research Methodologies
  • Statistical Analysis
  • Experimental Design
  • Technical Report Writing
  • Program and Project Management
  • Defense Acquisition Processes
Partial coverage · 2
  • Certified Research Administrator (CRA)60%

    Focus on the administrative and regulatory aspects of research, including compliance, financial management, and grant writing, as the military role is heavily focused on the scientific process itself.

  • Project Management Professional (PMP)40%

    Study the Project Management Body of Knowledge (PMBOK) guide, particularly focusing on stakeholder management, communications management, and procurement management, as these are less emphasized in a purely research-driven environment.

Recommended next · 05
  • Certified Research Administrator (CRA)Adjacent
  • Project Management Professional (PMP)Adjacent
  • Program Management Professional (PgMP)Adjacent
  • Lean Six Sigma Green BeltAdjacent
  • Certified Analytics Professional (CAP)Adjacent
/ 07 · Systems Translation

What you ran, in their words.

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

Military SystemCivilian EquivalentDomain
High Performance Computing Modernization Program (HPCMP)Cloud-based high-performance computing platforms (e.g., AWS, Azure, Google Cloud)Operations
Air Force Research Laboratory (AFRL) research databases and repositoriesAcademic and industry research databases (e.g., IEEE Xplore, ScienceDirect)Data
DoD Defense Technical Information Center (DTIC)Online technical libraries and document repositoriesOperations
MATLAB (with specialized toolboxes for data analysis and modeling)MATLAB, Python (with libraries like SciPy, NumPy, Pandas)Operations
Statistical Analysis System (SAS)SAS, SPSS, ROperations
Air Force Grants and Contracts Management SystemGrants management software (e.g., Blackbaud Grantmaking, Salesforce Grants Management)Operations
Various laboratory equipment specific to research area (e.g., spectrometers, electron microscopes, wind tunnels)Equivalent scientific instrumentation used in academic or industrial research labsOperations
/ Translator · Live

Translate 61S2 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.