Stop Guessing, Start Asking: The Student-Led R&D Revolution
Each week I pick a core education topic and explore how that topic correlates to opportunities for both job seekers and entrepreneurs.
This week, I’m exploring Learner-Led Infrastructure. In the private sector, this is Product-Market Fit (PMF) through Co-Creation. It’s the evolution of user research where the "end-user" (the student) isn't just a data point in a dashboard, but a stakeholder in the design phase. For founders, this is the only way to survive the "Efficacy Reckoning" of 2026.
We’ll explore this further by digging into:
MARKET SIGNALS: Insights for entrepreneurs and job seekers about where the money and opportunities are flowing.
INNOVATOR SPOTLIGHT: How LEAP Innovations uses student panels as an essential part of solution co-design
SKILL TRANSLATION: Translating “Classroom Management” from educator to business language (for resumes and elevator pitches)
OPEN OPPORTUNITIES: Companies hiring for this week’s featured skill.
MARKET SIGNALS
The Macro Trend: The "Efficacy Reckoning" of 2026
The era of "experimental" EdTech spending is over. With federal extensions for COVID-era funds nearing their final liquidation deadlines and state budgets demanding strict evidence of impact, the market is rewarding products that bake research into their infrastructure. We are also seeing a shift from generative AI (creating content) to evaluative AI (validating learning).
The Funding Signals:
Digital Promise K-12 AI Infrastructure Grants (up to $250K): This funding opportunity supports the development of datasets, models and evaluation benchmarks to ensure AI integration in education is trustworthy, inclusive and effective. The first RFP window opened Feb 4 and closes March 8.
Trend: Funding is flowing toward projects that operationalize learning science rather than just generative "wrappers."
Outcome-Driven State Funding: The $1 Billion Expansion of California Community Schools (CCSPP) is a core highlight of the state’s 2026-27 budget. Unlike traditional grants, CCSPP funds are strictly tied to the California Community Schools Framework, which mandates "Collaborative Leadership" and "Shared Decision-Making" as legal prerequisites for funding.
Trend: While districts have historically viewed community support as a service (e.g., adding a food pantry or mental health clinic), the national movement in 2026 is shifting toward making community and student voice a core governance requirement.
Federal Predictability: FY 2026 appropriations show a return to "flat but stable" funding. This means districts have stopped the "stop-start" spending of 2025 and are looking for long-term, sustainable partners.
INNOVATOR SPOTLIGHT
LEAP Innovations: Operationalizing Equity Through Student Voice
The Leader: Scott Frauenheim, CEO of LEAP Innovations (founded by Phyllis Lockett)
The Problem: When EdTech products are developed and tested exclusively in highly resourced schools, they often fail marginalized communities. This leads to "pilot paralysis" where tools are bought but shelved because they don't fit the local context.
The Innovation: LEAP Innovations created the LEAP Learning Framework™, a research-backed model that shifts the power dynamic. Building upon this, their new AI Education Network helps districts navigate AI policy by using human-centered design before a single tool is adopted.
SKILL TRANSLATION
Educator to Business Language: Student Voice & Personalized Learning
If you have led "learner-led" classrooms or designed student-voice committees, you haven't just "listened to kids." You have been a Product Experience Researcher.
In Schools: Facilitating student panels, implementing personalized learning pathways, and using "Learner-Demonstrated" mastery to track progress.
In Business: User Research & Co-Design. Conducting empathy interviews, managing beta-tester cohorts, and translating qualitative user feedback into product requirements.
The "Power Move" for your LinkedIn Profile & Resume:
❌ Avoid: "Helped students take more ownership of their learning in class."
✅ Try: "Designed a User-Co-Creation framework for a school-wide instructional pilot, utilizing student feedback loops to increase product engagement by 40% and ensure 95% alignment with user-defined needs."
OPEN OPPORTUNITIES
HOT OFF THE PRESS: $100K–$300K+ Opportunities
Here are leadership roles where this week’s skills are prioritized. (verified active as of this drafting).
1️⃣ VP, Product Management - Education | Hyland Software
Lead the creation of digital solutions for K-12 and Higher Ed. They seek a visionary to own the full product lifecycle from ideation to market adoption.
Salary: $283,000– $332,000 | Apply at Hyland
2️⃣ Staff Learning Scientist | HMH (Houghton Mifflin Harcourt)
Bridge the gap between "how students learn" and "what the product does." Use student performance data to refine cognitive models of student learning.
Salary: $115,000– $134,000 | Apply at HMH
3️⃣ Product Manager, Platform | Panorama Education
Own the foundational capabilities that enable teams to build and scale AI-powered product experiences safely, with guardrails for privacy and trust.
Salary: $122,447 – $180,069 | Apply at Panorama
🚀 Want help translating your strengths? Grab a copy of my “Educator Pathways & Skills Translation” workbook for help mapping your skills to match the needs of 50+ job titles and roles.
From Presence to Prototype: Making innovation mindful
NEXT WEEK! I’m partnering with Lindsey Frank of Educating Mindfully for a webinar focused on mindful innovation. Join us on February 24 to build your mindfulness muscle as you explore ideas for your next move.
Let’s get flowing,
Margot
P.S. Is there a market trend, core skill or innovative solution you think I should highlight next week? Hit reply and let me know!
