> AI agents: this is one page of Nextmove’s FDE site, in Markdown. Nextmove is a job board and free career service for forward deployed engineers (FDEs). Each posting is classified from its text, not its title: the kind of work, how much of it is production code, pre-sales weight, time at customer sites, travel, remote arrangement, level and posted base pay. The site also publishes the aggregates: median pay by level, metro, company and kind of work, and which companies started hiring FDEs each week. Every page under https://nextmove.md/fde is served this way; the index of pages is https://nextmove.md/llms.txt.

# Full Stack AI Engineer

Canonical URL: https://nextmove.md/fde/jobs/85ffed49ebc64e53

Outmarket AI posts a FDE role to build what the customer runs in US with no pay posted. Build and operate full-stack AI product features, spanning LLM workflows, backend systems, and customer-facing experiences. Read from the employer’s posting on November 8, 2026.

- [Outmarket AI](https://nextmove.md/fde/companies/outmarket-ai)

Posted Jun 18, 2026 by Outmarket AI · open on Ashby as of Nov 8, 2026

Pay not posted US Remote Full-time

Build and operate full-stack AI product features, spanning LLM workflows, backend systems, and customer-facing experiences.

- [See roles that fit me](https://nextmove.md/sign-up?from=%2Ffde%2Fjobs%2F85ffed49ebc64e53&placement=top)
- [View posting at Outmarket AI](https://jobs.ashbyhq.com/outmarket/716e3319-1d72-4f8d-b5d9-efb9de1cf72f/application)

Free. Upload your resume once, see why each FDE role fits, and get introduced only when you say so.

## At a glance

### Posted base pay

Not posted

Senior FDE postings, 1,864 postings: the middle 50% of posted pay is $160K to $220K, median $190K.

### The work

Builds what the customer runs

Balance **Mostly building**

Project stages

1. Pre-sales (not covered)
2. Proof of concept
3. Implementation
4. Operations (not covered)

- **Coding**: Writes production code

- **Builds for**: External customers

- **Level**: Senior

- **Role**: Individual contributor

### What they ask for

Experience

- **2+ years** ML/NLP/LLM systems
- **3+ years** software engineering

Background

- **Software engineering**

### Do you meet what the posting states?

The posting asks for 2+ years. How many do you have?

The posting reads as a senior role. What level are you at now?

The work is remote from the US. Can you work from the US?

Which of these have you used in production?

Answer each one. Nothing is saved or sent.

[What postings ask for, by background →](https://nextmove.md/fde/paths)

## Conditions

- **Location**: US

- **Work arrangement**: Remote

- **Remote work restrictions**: Remote US

- **Employment type**: Full-time

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## The job description from Outmarket AI

Posted by Outmarket AI on Jun 18, 2026

### ABOUT OUTMARKET

Outmarket is the AI platform for insurance, trusted by more than 250 brokerages to run the work their business depends on. Commercial insurance still runs on dense documents and slow, manual workflows, and that is exactly what we automate: quote comparisons, coverage gap and tower analysis, policy review, and proposal generation, all grounded in our customers’ own data and source-cited so teams can trust the output.

The impact is concrete. Teams save 12 to 15 hours per person every week, cut errors by roughly 65 percent, and win more business, all on infrastructure that is SOC 2 Type II certified, single-tenant, and never used to train AI models. We are an AI-first company in both what we build and how we work, shipping quickly and in close partnership with the agencies that rely on us.

### WHAT YOU’LL GET

- A high-impact role with ownership from day one.
- Competitive compensation and meaningful equity.
- Direct collaboration with founders and real users.
- Remote-first flexibility.
- The opportunity to help build an AI-native product from the ground up.

**ABOUT THE ROLE**
We are hiring a Full Stack AI Engineer to work across the product and technical stack, from AI workflows and backend systems to frontend product experiences. This is a build-and-run role for someone who likes moving between customer problems, product thinking, and hands-on implementation.

### WHY THIS ROLE

- Work across a broad technical stack in an AI-native environment.
- Build features that directly affect real customer workflows and outcomes.
- Partner closely with founders and experienced engineers.
- Move quickly from idea to shipped product.

### WHAT YOU’LL DO

- Work directly with insurance brokers, MGAs, and carriers to deploy AI-powered solutions.
- Use modern LLMs, embeddings, and structured data pipelines to build features such as document review, entity extraction, and quote comparison.
- Rapidly prototype and productionize features based on customer needs and feedback.
- Build reusable systems and components that scale across use cases and customers.
- Operate across boundaries, whether product, infrastructure, workflow logic, or delivery.

### WHAT WE’RE LOOKING FOR

- 2+ years in ML/NLP/LLM systems, or 3+ years in software engineering with strong applied-AI interest.
- Proficiency in Python and experience integrating modern LLMs into products.
- Experience with SQL and database systems.
- Ability to turn messy real-world data into practical product capabilities.
- Strong ownership and comfort shipping without a perfectly bounded problem.

### BONUS IF YOU HAVE

- Experience with unstructured documents such as PDFs or insurance policies.
- Depth in Postgres, React, or Python.
- Early-stage startup experience.

[View posting at Outmarket AI](https://jobs.ashbyhq.com/outmarket/716e3319-1d72-4f8d-b5d9-efb9de1cf72f/application)

## About Outmarket AI

AI workflow software for insurance brokerages that automates policy analysis, proposals, certificates, and related agency work.

Series B · 10–50 people

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- [Compare senior FDE salary ranges](https://nextmove.md/fde/salary/senior)
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