Research Scientist
$95KHigh match
High demand
Skills to develop
- — Advanced statistical modeling
- — Grant writing
Live · Guide v1.061D1 · Career GuideValidated · Lightcast Labor DataUpdated · Q2 20262026 Cohort Active
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USAF · 61D1Career Guide · Operations · VWC.CG.61D1.R.04
61D1 · USAF · EnlistedResearch and Development
Research and Development
Scientist.
Air Force 61D1 (Research and Development Scientist). 2,400 hours of formal training translate to 5 validated civilian career pathways with salary bands of $90K–$130K. Sourced from DoD training data and Lightcast labor signals.
Training hours2,400DoD pipeline
ACE creditACEVaries based on graduate coursework; typically 6-9 graduate-level semester hours
Tech roles3mapped to your code
Civilian pathways5validated
Cert coverage2/5direct + partial
/ 01 · Tech Roles
Roles your code maps to.
Industry tech roles your 61D1 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 61D1 training already gave you, and the specific gaps to close — not a generic checklist.
Already have10
- 01Research Methodologies→ Data Analysis Techniques
- 02Statistical Analysis→ Statistical Modeling
- 03Experiment Design→ A/B Testing
- 04Data Interpretation and Analysis→ Data Mining and Visualization
- 05Technical Report Writing→ Documentation
- 06Project Management→ Agile Methodologies
- 07System Modeling→ System Architecture Design
- 08Resource Optimization→ Resource Allocation and Management
- 09After-Action Analysis→ Root Cause Analysis
- 10Situational Awareness→ Risk Management
To learn10
The concrete gap to bridge — specific to the roles above, not a generic checklist.
+Python (NumPy, pandas, scikit-learn)+SQL+Machine learning algorithms+Cloud computing platforms (AWS, Azure, GCP)+Data visualization tools (Tableau, Power BI)+Data warehousing concepts+ETL (Extract, Transform, Load) processes+Cloud-based data platforms (Snowflake, BigQuery)+Agile and Scrum methodologies+Project management software (Jira, Asana)
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.
Project Manager
$105KHigh match
Very high demand
Skills to develop
- — PMP Certification
- — Agile methodologies
Management Consultant
$130KGood match
High demand
Skills to develop
- — MBA or relevant master's degree
- — Industry-specific knowledge
Data Scientist
$115KGood match
Very high demand
Skills to develop
- — Python or R programming
- — Machine learning
- — Big data technologies (e.g., Hadoop, Spark)
Operations Research Analyst
$90KHigh match
Growing demand
Skills to develop
- — Optimization techniques
- — Simulation software (e.g., Arena, AnyLogic)
/ 04 · Hidden Strengths
What the code built.
Cognitive skills your 61D1 training built — and where they transfer in civilian work.
System Modeling
As a research officer, you developed system models to understand complex processes and predict outcomes of research initiatives, allowing for efficient project planning and risk mitigation.
Transfers to
This skill translates directly to the ability to create and analyze models of systems, which is crucial for predicting behavior and optimizing performance in various civilian industries.
Resource Optimization
Your role involved managing research projects, requiring you to allocate resources efficiently, including funding, personnel, and equipment, to achieve project goals within budget and time constraints.
Transfers to
The capacity to optimize resources effectively translates to improved operational efficiency, reduced costs, and enhanced productivity in any organization.
After-Action Analysis
You consistently conducted after-action reviews of research projects to identify lessons learned, improve future research designs, and refine methodologies for greater accuracy and impact.
Transfers to
This skill is essential for continuous improvement and learning within organizations, helping to avoid past mistakes and implement best practices.
Situational Awareness
Maintaining situational awareness was key in your role, as you had to be aware of interdisciplinary scientific knowledge, maintain liaison with diverse organizations, and monitor research environments to anticipate challenges and adjust plans accordingly.
Transfers to
This ability allows for proactive problem-solving, strategic decision-making, and effective navigation of complex environments in any professional setting.
/ 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 13-1111You've been conducting research and developing solutions throughout your military career. Now you can apply these skills to help businesses improve their operations and solve complex problems. You are adept at analyzing situations, developing strategies, and recommending improvements, which are all key aspects of management consulting. This is a great way to leverage your analytical and problem-solving abilities in a new and challenging environment.
Adjacent · MatchData Scientist
SOC 15-2051You've been employing mathematical techniques, including probability and statistics, simulation, optimization theories, and computer systems to analyze and display data. As a data scientist, you can leverage these quantitative skills to analyze large datasets, identify trends, and develop predictive models for businesses and organizations. You are equipped to translate data into actionable insights.
Adjacent · MatchResearch and Development Manager
SOC 11-9121You've been managing research and development projects, recommending research and development projects, and helping decide if research is accepted. You can leverage your experience in planning, organizing, and directing laboratories, field units, and staff agencies to oversee research and development projects in a civilian context. You are already prepared to develop new concepts, methods, and techniques to solve scientific and operational problems.
Adjacent · Match/ 06 · Training & Certs
What you trained on.
Academy
Officer Training School (OTS)
Maxwell AFB, AL and Advanced Academic Degree Program2,400hHours
104wkWeeks
ACECredit
Varies based on graduate coursework; typically 6-9 graduate-level semester hours
Topics · 8
- Air Force Officer Core Values
- Leadership and Management Principles
- Research Methodologies
- Statistical Analysis
- Experiment Design
- Data Interpretation and Analysis
- Technical Report Writing
- Project Management
Partial coverage · 2
- Project Management Professional (PMP)60%
Formal project management training on the five process groups (Initiating, Planning, Executing, Monitoring and Controlling, and Closing) and ten knowledge areas (Integration, Scope, Schedule, Cost, Quality, Resource, Communications, Risk, Procurement, and Stakeholder Management) as defined by the Project Management Institute (PMI).
- Certified Research Administrator (CRA)70%
Specifics of research administration regulations and compliance requirements, particularly those related to grants and contracts from external funding agencies. Study best practices in pre-award and post-award management.
Recommended next · 03
- Certified Analytics Professional (CAP)Adjacent
- Lean Six Sigma Black BeltAdjacent
- Data Science Certification (various providers)Adjacent
/ 07 · Systems Translation
What you ran, in their words.
Military systems you operated and their civilian equivalents for your resume.
| Military System | Civilian Equivalent | Domain |
|---|---|---|
| MATLAB (Matrix Laboratory) | MATLAB, Python (with scientific computing libraries like NumPy and SciPy), R | Operations |
| Air Force Research Laboratory (AFRL) research databases | IEEE Xplore, ScienceDirect, Google Scholar, specialized industry research databases | Data |
| DoD High Performance Computing Modernization Program (HPCMP) resources | Amazon Web Services (AWS), Google Cloud Platform (GCP), Microsoft Azure, High-Performance Computing Clusters | Operations |
| Air Force Modeling and Simulation Training Toolkit (AFMSTT) | Simio, AnyLogic, Arena Simulation Software | Operations |
| Joint Technical Architecture (JTA) | Enterprise Architecture frameworks (e.g., TOGAF), IT governance frameworks (e.g., COBIT) | Operations |
| Defense Research and Engineering Network (DREN) | High-speed research networks, VPNs, secure data transfer protocols | Networking |
/ Translator · Live
Translate 61D1 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.