Full Stack Builder

N2N Services Inc.; Duluth (GA); On-site; USD 120,000 - 155,000; Full time

Job summary

LightLeap AI, an N2N Services company, based in Atlanta, GA, is seeking engineers who ship software with AI as a core tool. This role emphasizes ownership from idea to customer delivery and rapid iteration in a fast-paced environment.

You'll contribute across the stack, own quality, and collaborate across teams to ensure accessibility, security, and cost considerations are baked in from day one. Join a team shipping five million lines of AI-assisted code and solving real student financial aid

Qualifications

• 5+ years building production software.
• Experience across APIs, data, identity, middleware, and infrastructure.
• Daily hands-on use of AI coding tools.
• Evidence you finish things — shipped, not just started.
• Comfort with direct conversations.

Responsibilities

• Own a workstream end-to-end — you are done when the customer has it, not when your part compiles.
• Work in one of five seats: Platform, Powertrain, Harness, Service, Program. You'll be strongest in one and dangerous in two.
• Ship with AI as your primary tool. Not as an experiment. As how you work.
• Own your own quality. There is no separate review stage to hide behind at this velocity — FERPA, accessibility, security, and cost are yours.
• Stop the line when something is wrong. Anyone here can, and we mean it.

Skills

Production software development

Full-stack development

AI coding tools

Delivery-focused

Effective communication

Job description

LightLeap AI, an N2N Services company·[Atlanta, GA]·Full-time

Most engineering jobs hand you a ticket. This one hands you a seed. An idea. A customer problem. A half-formed sentence in a meeting. Then you go build it — architecture, code, tests, deploy, the thing nobody wants to own at the end. You don't wait for a spec. You don't stop at the edge of your component. You don't need a Thursday standup to stay in motion.

That is the whole job.

Why this role exists

We serve 500+ colleges and universities. Their systems are old, their data is messy, and their students' financial aid depends on our software working.

In the last 6 months, we shipped five million lines of AI-assisted code and gutted a product we spent a decade building.

The routine code is written by the machine now. What's scarce is the person who knows what to point it at, and who finishes.

What you'll do

• Own a workstream end-to-end — you are done when the customer has it, not when your part compiles
• Work in one of five seats: Platform, Powertrain, Harness, Service, Program. You'll be strongest in one and dangerous in two
• Ship with AI as your primary tool. Not as an experiment. As how you work
• Own your own quality. There is no separate review stage to hide behind at this velocity — FERPA, accessibility, security, and cost are yours
• Stop the line when something is wrong. Anyone here can, and we mean it

What we're looking for

• 5+ years building production software. Higher ed, SIS, ERP, or integration experience is a strong advantage
• Fluency across the stack — APIs, data, identity, middleware, infrastructure. Depth somewhere, competence everywhere
• Daily hands-on use of AI coding tools, with opinions about where they fail
• Evidence you finish things. Not started, not scoped. Shipped
• Comfort with direct conversations. “This isn't ready” is a normal sentence here

What we're not looking for

People who need the next task handed to them. People who stop at the boundary of their ticket. People whose contribution is an opinion.

If your instinct when you hit something unowned is to raise it in the next standup, this will be a bad fit for both of us.