New Cohort Starts:

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

Mathematical
Technician.

Army 01E (Mathematical Technician). 640 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 hours640DoD pipeline
ACE creditACEUp to 9 semester hours recommended in mathematics, statistics, and data analysis
Tech roles4mapped to your code
Civilian pathways5validated
Cert coverage2/6direct + partial
/ 01 · Tech Roles

Roles your code maps to.

SOURCE · BLS + LIGHTCAST ROLES · 4

Industry tech roles your 01E 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 01E training already gave you, and the specific gaps to close — not a generic checklist.

Already have08
  • 01
    Statistical Theory and MethodsStatistical Analysis with Python (pandas, statsmodels)
  • 02
    Data Validity and InterpretationData Cleaning and Preprocessing
  • 03
    Design of ExperimentsA/B Testing and Experimental Design
  • 04
    Technical Report WritingData Visualization and Reporting
  • 05
    System ModelingStatistical Modeling
  • 06
    After-Action AnalysisRoot Cause Analysis
  • 07
    Procedural ComplianceData Governance and Compliance
  • 08
    Pattern RecognitionTrend Analysis
To learn08

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

+Python fundamentals+SQL for data manipulation+Data visualization tools (e.g., Tableau, Power BI)+Machine learning algorithms+Big data technologies (e.g., Hadoop, Spark)+Cloud computing platforms (e.g., AWS, Azure, GCP)+Data warehousing concepts+ETL processes
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

Statistician

$98K
High match
Growing demand
Skills to develop
  • Advanced statistical modeling techniques
  • Data visualization software (e.g., Tableau, Power BI)
  • Specific industry knowledge (e.g., healthcare, finance)
P.02

Data Scientist

$120K
Good match
Very high demand
Skills to develop
  • Machine learning algorithms
  • Programming languages (Python, R)
  • Big data technologies (e.g., Hadoop, Spark)
P.03

Actuary

$110K
Good match
Stable demand
Skills to develop
  • Actuarial exams
  • Financial modeling
  • Insurance industry knowledge
P.04

Meteorologist

$90K
High match
Stable demand
Skills to develop
  • Advanced atmospheric science knowledge
  • Weather modeling software
  • Broadcasting skills (if pursuing on-air roles)
P.05

Operations Research Analyst

$95K
Good match
High demand
Skills to develop
  • Optimization techniques
  • Simulation software
  • Supply chain management principles
/ 04 · Hidden Strengths

What the code built.

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

S.01

System Modeling

This role requires developing mathematical and statistical models to understand and predict meteorological phenomena. They must be able to adapt these models and understand their limitations.

Transfers to

The ability to construct and manipulate models to understand complex systems translates directly to understanding and predicting trends in various industries.

S.02

After-Action Analysis

Analyzing data, recognizing discrepancies in recorded data, and preparing technical reports hones the ability to evaluate past performance and identify areas for improvement.

Transfers to

The skill of dissecting past events to extract actionable insights is vital for improving future outcomes in dynamic environments.

S.03

Procedural Compliance

Adhering to Army regulations, directives, and policies to locate specific procedures demonstrates a commitment to precision and thoroughness.

Transfers to

Your dedication to following procedures and ensuring accuracy is crucial for roles where compliance and attention to detail are paramount.

S.04

Pattern Recognition

Recognizing the validity of recorded roll and strip chart data requires identifying anomalies and patterns within complex datasets.

Transfers to

The ability to discern meaningful patterns from raw data allows you to make informed decisions and predictions based on evidence.

/ 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.

Financial Quantitative Analyst

SOC 15-2031

You've been developing and adapting mathematical and statistical models, a skillset directly applicable to financial modeling. Your ability to recognize data patterns and use computational tools makes you well-suited to analyzing financial markets and predicting investment trends.

Adjacent · Match

Logistics Analyst

SOC 13-2081

Your experience with statistical theory, sampling methods, and understanding of systems operations will translate well into optimizing supply chains and logistics networks. You're skilled at analyzing data to improve efficiency and reduce costs.

Adjacent · Match

Market Research Analyst

SOC 13-1161

You're skilled in statistical analysis, sampling, and data interpretation. You can leverage these skills to analyze market trends, consumer behavior, and competitor strategies, enabling businesses to make informed decisions.

Adjacent · Match

Urban and Regional Planner

SOC 19-3051

You've mastered mathematical and statistical theory. Your understanding of data analysis, forecasting, and model building can be applied to urban planning projects, allowing you to make insightful recommendations.

Adjacent · Match
/ 06 · Training & Certs

What you trained on.

SOURCE · DOD + ACE\nVALIDATED
Academy

Mathematics Technician Training

Fort Sill, OK
640hHours
16wkWeeks
ACECredit

Up to 9 semester hours recommended in mathematics, statistics, and data analysis

Topics · 8
  • Differential and Integral Calculus
  • Statistical Theory and Methods
  • Probability and Distribution Laws
  • Design of Experiments
  • Meteorological Observation Techniques
  • Technical Report Writing
  • Army Administrative Procedures
  • Data Validity and Interpretation
Partial coverage · 2
  • Certified Analytics Professional (CAP)60%

    Requires further study in advanced statistical modeling, data visualization techniques, and business communication to effectively present findings to stakeholders.

  • American Statistical Association (ASA) certifications (e.g., PStat)40%

    The candidate will need to demonstrate practical experience and possibly further education in specific areas of statistical application, along with adherence to ASA's ethical guidelines.

Recommended next · 04
  • Data ScientistAdjacent
  • Machine Learning EngineerAdjacent
  • StatisticianAdjacent
  • Operations Research AnalystAdjacent
/ 07 · Systems Translation

What you ran, in their words.

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

Military SystemCivilian EquivalentDomain
AN/TMQ-53 Tactical Meteorological Observing System (TMOS)Automated Weather Observing System (AWOS)Operations
Advanced Field Artillery Tactical Data System (AFATDS)Geographic Information System (GIS) based fire control or resource allocation softwareOperations
Radiosonde Weather Balloon SystemsHigh-Altitude Weather Ballooning for scientific researchOperations
Defense Meteorological Satellite Program (DMSP) imageryCommercial weather satellite data from providers like Planet Labs or MaxarOperations
Joint Environmental Toolkit (JET)Environmental modeling software such as WRF (Weather Research and Forecasting model)Operations
Tactical Airspace Integration System (TAIS)Airspace management software used by civilian air traffic controlOperations
/ Translator · Live

Translate 01E 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.