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61D2 Career Guide

Air Force

61D2: Research and Development Scientist

Career transition guide for Air Force Research and Development Scientist (61D2)

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Tech Roles You Could Aim For

Real industry tech roles your 61D2 background maps to — picked from BLS-anchored occupations using your training, cognitive skills, and systems experience.

Data Scientist

Data

SOC 15-2051
High match

Your experience in research methodologies, experimental design, and data analysis directly aligns with the responsibilities of a Data Scientist. You're already familiar with using mathematical techniques, statistics, simulation, and computer systems to analyze and interpret data, which are core skills in data science. Your work with AFRL research tools translates to using tools like MATLAB, and the Defense Research and Engineering Network (DREN) translates to working on high-performance computing clusters. Focus on machine learning fundamentals to augment your existing skill set.

Typical stack:

Python (pandas, scikit-learn)SQLStatistics (regression, hypothesis testing)ML fundamentalsCommunication of model behavior

Analytics Engineer

Data

SOC 15-2051
Good match

Your proficiency in conducting research, analyzing data, and employing statistical modeling makes you a strong candidate for an Analytics Engineer role. You're adept at identifying patterns, developing insights, and solving complex problems using data. Your experience with DoD Techipedia gives you a head start in understanding industry knowledge repositories.

Typical stack:

SQL (deep)dbtCloud data warehouseVersion-controlled data modelsDocumentation discipline

Technical Program Manager

Product

SOC 11-3021
Good match

Your experience managing research programs, coordinating with various agencies, and providing staff supervision translates well into the role of a Technical Program Manager. Your skills in project management, resource optimization, and after-action analysis are directly applicable. Your experience with System Engineering Plan (SEP) translates to project management software. Learning Agile methodologies will be beneficial.

Typical stack:

Software systems literacy (read code, read architecture diagrams)Cross-team coordinationRisk and dependency managementWritten communicationStakeholder reporting

Computer Systems Analyst

Customer / Field

SOC 15-1211
Moderate match

As a Research and Development Scientist, you've likely worked on analyzing complex systems and recommending improvements. Your background in interdisciplinary scientific knowledge and continuous development aligns with the skills needed to evaluate and enhance computer systems. Focus on modern system architectures and cloud technologies to augment your existing skills.

Typical stack:

Software systems literacyProcess mappingRequirements gatheringSQLStakeholder communication

Skills You Already Have

Concrete bridges from 61D2 experience to tech-industry practice.

  • Research methodologies and experimental designDesigning and executing data analysis pipelines
  • Data analysis and statistical modelingStatistical analysis and predictive modeling
  • Project management and program administrationManaging technical projects and teams
  • System ModelingUnderstanding and improving business processes
  • Resource OptimizationEfficient project management and strategic planning
  • After-Action AnalysisCritically evaluating project outcomes and driving continuous improvement
  • Pattern RecognitionSpotting patterns and anomalies in data

Skills to Learn

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

Python programmingMachine learning fundamentalsSQL and data warehousingData visualization tools (e.g., Tableau, Power BI)Agile methodologiesCloud computing platforms (AWS, Azure, GCP)Modern system architectures

How VWC fits

Vets Who Code accelerates the parts we teach — software engineering fundamentals, web development, AI tooling. For everything else above, the path is doable independently with the resources we link to.

See VWC Programs

Civilian Career Pathways

Top civilian roles for 61D2 veterans, with average salary and market demand data.

Research Scientist

$95K
High matchHigh demand

Data Scientist

$120K
High matchVery high demand

Skills to develop:

Advanced Machine LearningCloud Computing Platforms

Project Manager

$90K
Good matchHigh demand

Skills to develop:

PMP Certification

Management Consultant

$110K
Good matchGrowing demand

Skills to develop:

MBA or relevant master's degreeIndustry-specific knowledge

Operations Research Analyst

$92K
High matchHigh demand

Skills to develop:

Advanced knowledge of optimization softwareSpecific industry experience

Salary estimates from VWC career data

Hidden Strengths

Cognitive skills your 61D2 training built — and where they transfer.

System Modeling

As a research program manager, you create models to understand complex systems, whether it's predicting the effectiveness of new technologies or optimizing resource allocation across multiple projects.

Your ability to build and analyze system models translates directly into understanding and improving complex business processes, supply chains, or organizational structures.

Resource Optimization

You are responsible for managing research budgets, personnel, and equipment to maximize the impact and efficiency of research projects. This demands careful planning and resource allocation.

Your experience optimizing resources translates into skills highly valued in roles requiring efficient project management, strategic planning, and budget oversight.

After-Action Analysis

You analyze the results of research projects and programs, identifying areas for improvement and lessons learned to enhance future research efforts.

Your proficiency in after-action analysis enables you to critically evaluate project outcomes, identify best practices, and drive continuous improvement in any organization.

Pattern Recognition

You identify trends and anomalies in research data to make predictions and develop new strategies or technologies. This allows you to see connections others miss.

Your sharp eye for spotting patterns and anomalies in research translates into skills highly valued in data analysis, market research, and risk management roles.

Non-Obvious Career Matches

Business Intelligence Analyst

SOC 15-2051

You've been building and analyzing complex models to predict outcomes and manage resources. As a Business Intelligence Analyst, you'll use those same skills to analyze market trends, forecast sales, and inform strategic decision-making for businesses. Your experience in research analysis directly translates to providing valuable insights.

Management Consultant

SOC 13-1111

You've been planning, coordinating, and directing research projects. As a Management Consultant, you'll use your organizational skills, project management expertise, and understanding of complex systems to help businesses improve efficiency and effectiveness. Your ability to manage technical projects will give you a unique advantage.

Financial Analyst

SOC 13-2051

You've honed your skills in resource optimization and data analysis. As a Financial Analyst, you'll leverage these skills to analyze financial data, manage investment portfolios, and advise companies on financial strategies. Your experience in budgeting and forecasting will be highly valued.

Training & Education Equivalencies

Advanced Academic Degree and Utilization Tour

2,400 training hours104 weeksVary depending on the specific advanced degree program completed; generally substantial graduate-level credit

Topics Covered

  • Research methodologies and experimental design
  • Data analysis and statistical modeling
  • Project management and program administration
  • Technical writing and scientific communication
  • Interdisciplinary scientific knowledge
  • DoD research regulations and policies
  • Contract management and monitoring
  • Scientific ethics and integrity

Certification Pathways

Partial Coverage

Project Management Professional (PMP)60% covered

Formal project management methodologies (e.g., Agile, Waterfall), specific PMI terminology, and the PMP exam format.

Certified Research Administrator (CRA)50% covered

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

Recommended Next Certifications

Lean Six Sigma Black BeltCertified Analytics Professional (CAP)Program Management Professional (PgMP)

Technical Systems Translation

Military systems you've used and their civilian equivalents for your resume.

Military SystemCivilian Equivalent
Air Force Research Laboratory (AFRL) research toolsVarious scientific research tools (MATLAB, LabVIEW, COMSOL)
Defense Research and Engineering Network (DREN)High-performance computing clusters and scientific networks
Automated Cost Estimating Integrated Tools (ACEIT)Cost estimation software (e.g., ProPricer, PRICE TruePlanning)
System Engineering Plan (SEP)Project Management software (e.g., Jira, Asana, MS Project)
DoD TechipediaIndustry knowledge repositories (e.g., IEEE Xplore, ScienceDirect)
Joint Technical Architecture (JTA)Enterprise architecture frameworks (e.g., TOGAF, Zachman)

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