
More Roads, Greater Opportunity
States are building new math roads alongside calculus: statistics, data science, quantitative reasoning, and more. Every road holds to the same high standard. Every road leads somewhere worth the journey.
What’s Your Math Story?
Most Students Need More Options
Only a small share of careers need calculus, yet most students are placed on that road. Students are not the problem. Their options are too narrow.
One road, whatever your plans
of states and DC do not offer high school students state-approved math course in statistics, data science, or quantitative reasoning.
Take it, and hope it counts
of states and DC leave students no assurance that statistics, data science, or quantitative reasoning will count toward public college admission.
The jobs need what school skipped
of US job postings ask for at least one skill in collecting, exploring, or analyzing data — from utilities and manufacturing to health care.
Source
More Roads Mean More Options
Every new road demands real effort and rewards it. Students move toward a life-sustaining career without losing ground or taking shortcuts.
Registered Nurse
Calculating medication dosages by weight, converting IV drip rates, and titrating doses from lab values
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Registered Nurse
Calculating medication dosages by weight, converting IV drip rates, and titrating doses from lab values
Average Salary:
$93,600
National Openings:
189,100
High School
Course: Statistics
Skills:
- Ratios and proportions
- Unit conversion
- Percentages
- Basic algebra
Postsecondary
Major: Nursing (BSN or ADN)
Skills:
- Dosage/dimensional analysis calculations
- Basic statistics for evidence-based practice
Wind Turbine Technician
Calculating torque specs for turbine bolts, gear ratios in the drivetrain, and electrical load/voltage calcs
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Wind Turbine Technician
Calculating torque specs for turbine bolts, gear ratios in the drivetrain, and electrical load/voltage calcs
Average Salary:
$62,580
National Openings:
Rapid growth industry
High School
Course: Quantitative Reasoning
Skills:
- Basic algebra
- Geometry/trigonometry for angles and heights
Postsecondary
Major: Wind Energy Technology
Skills:
- Applied trigonometry
- Ohm's law/electrical formulas
- Mechanical ratios (calculus rarely needed)
AI Engineer
Tuning a neural network's learning rate with gradient descent and linear algebra for data processing

AI Engineer
Tuning a neural network's learning rate with gradient descent and linear algebra for data processing
Average Salary:
$145,000
National Openings:
317,700
High School
Course: AP Calculus or AP Statistics
Skills:
- Algebra
- Functions/graphing
- Intro probability
Postsecondary
Major: Computer Science or Machine Learning
Skills:
- Linear algebra (vectors/matrices)
- Multivariable calculus (derivatives/gradients)
- Probability and statistics
Construction Manager
Estimating material costs from blueprints, calculating load-bearing needs, and building project schedules

Construction Manager
Estimating material costs from blueprints, calculating load-bearing needs, and building project schedules
Average Salary:
$106,980
National Openings:
46,800
High School
Course: Quantitative Reasoning
Skills:
- Geometry
- Measurement/unit conversion
- Algebra
Postsecondary
Major: Construction Management or Civil Engineering
Skills:
- Applied geometry/trigonometry
- Cost estimating and budgeting math
- Statistics for risk/schedule analysis
Market Research Analyst
Determining valid survey sample sizes, calculating margin of error, and running correlation analysis on trends

Market Research Analyst
Determining valid survey sample sizes, calculating margin of error, and running correlation analysis on trends
Average Salary:
$76,950
National Openings:
87,200
High School
Course: Statistics or Data Science
Skills:
- Percentages
- Basic statistics
- Data interpretation
- Ratios
Postsecondary
Major: Marketing, Statistics, or Business Administration
Skills:
- Statistical sampling and hypothesis testing
- Survey methodology
- Basic regression analysis
Graphic Designer
Resizing artwork while preserving aspect ratios, calculating bleed and margins, and converting pixels to inches

Graphic Designer
Resizing artwork while preserving aspect ratios, calculating bleed and margins, and converting pixels to inches
Average Salary:
$61,300
National Openings:
20,000
High School
Course: Quantitative Reasoning
Skills:
- Ratios and proportions
- Scale factors
- Geometry and measurement
- Percentages
- Coordinate reasoning
Postsecondary
Major: Graphic Design or Visual Communication
Skills:
- Applied geometry and measurement
- Ratios and scale
- Grid/layout calculations
- Basic statistics and data visualization
Launch Years Initiative
States across the country are building math pathways that align student goals, classroom learning, and career opportunities.
The Map Keeps Filling In
states and DC have joined the Launch Years Initiative since 2018 — half the country.
Half the Map, Most of the Follow-Through
of states and DC that have built the partnerships, support, and advising to sustain math pathways are in the Launch Years Initiative.
Nine Actions, Three Stages, More Destinations
States turn this vision into reality through nine key actions, grouped into three stages: build the roads, open the roads, and keep them clear.
Know Your Role
Whether you set policy, fund the work, guide a school system, or lead a university, there's a next step you can take today.

Policymakers
You set graduation requirements. Align them with what colleges accept, so every road actually counts.

Funders
You resource the work. Fund pathways with the same durable support other education priorities receive.

K–12 Leaders
You set course and graduation requirements. Give juniors and seniors options that open more doors to advanced math.

Postsecondary Leaders
You set admissions and transfer rules. Recognize the new math pathways your K–12 partners are building.
