> 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.

# AI Product Engineer

Canonical URL: https://nextmove.md/fde/jobs/1ced696cc688023e

Casper Studios posts a FDE role to build what the customer runs in US, at $90,000–$180,000 base, below the senior FDE median of $190,000 across 1,849 postings with pay. AI Product Engineer who owns client-facing AI product builds end to end, spanning enterprise document processing, workflow automation, computer vision, and financial research tooling. Read from the employer’s posting on November 6, 2026.

- [Casper Studios](https://nextmove.md/fde/companies/casper-studios)

Posted Jul 19, 2026 by Casper Studios · open on Ashby as of Nov 6, 2026

**$90,000–$180,000** US Remote Full-time

AI Product Engineer who owns client-facing AI product builds end to end, spanning enterprise document processing, workflow automation, computer vision, and financial research tooling.

- [See roles that fit me](https://nextmove.md/sign-up?from=%2Ffde%2Fjobs%2F1ced696cc688023e&placement=top)
- [View posting at Casper Studios](https://jobs.ashbyhq.com/CasperStudios/543242f4-2f9f-4645-baf0-77628c80bafa/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

$90K–$180K Below the median

Midpoint $135K · median $190K

This job $90K to $180K. Senior FDE postings, 1,849 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

Travel **Required, amount not stated**

- **Coding**: Writes production code

- **Builds for**: External customers

- **Level**: Senior

- **Role**: Technical lead

### Do you meet what the posting states?

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**: US/Canada based; mostly overlapping North American time zones

- **Employment type**: Full-time

- **Travel**: Travel required, amount not stated

- **Pay**:

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## The job description from Casper Studios

Posted by Casper Studios on Jul 19, 2026

### About Casper Studios

We’re an AI services firm that helps companies figure out where and how to use AI. We’ve built Casper Studios to roughly 45 people, worked with 30+ clients, and done deals with some of the largest companies, PE funds, and model providers.

It all comes down to how we work with clients. Before we build anything, we listen, understand the business, and help them figure out the highest-leverage way to get started on their AI journey.

### About the Role

We're looking for engineers who are AI-native, have real fundamentals in programming, data, and systems, and have the judgment to get the most out of LLMs - and know where they break. The work spans enterprise document processing, workflow automation, computer vision, and financial research tooling, across finance, healthcare, and enterprise clients.

This is a role for someone who ships, owns outcomes, and wants unusual amounts of responsibility early.

### What You’ll Do

- Own AI product builds end to end, from concept through production, on a client engagement
- Decide what to build and how: gather requirements, pressure-test what stakeholders ask for, and prioritize the work that matters
- Prototype fast with LLMs, then harden into production with the data pipelines, integrations, and evals that make it trustworthy
- Do the data engineering enterprise work requires: ingestion, data modeling, and ETL
- Serve as the primary technical contact for clients - talk shop with their engineers and give their executives clarity
- Instrument what you build (analytics, funnel metrics, error analysis) and iterate on real usage, not assumptions
- Own reliability, security, and cost: auth, secrets, PII handling, and not blowing up the cloud bill
- Write up what you learn; for the team, for clients, and publicly

### What You’ll Bring

- Strong engineering fundamentals: programming, debugging, and system design. You think well beyond the happy path
- You've shipped something real with an LLM that got actual usage - ideally with error analysis and evals on your outputs
- Data engineering: data modeling and architecture, plus ETL/pipeline experience (Airflow, Dagster, Inngest, Prefect, or similar)
- Web and infra fundamentals: auth and web security, profiling slow queries (N+1, unnecessary joins), CI/CD, and cost-aware deployment on a major cloud
- You use modern AI tooling (e.g., Claude Code) daily, with customized workflows
- High agency: you frame ambiguous problems, state your assumptions, and push work forward without being managed
- Strong writing and a high say:do ratio - you can turn a long, meandering client call into a clean set of tickets

### Nice To Haves

- Depth in one of our core verticals: financial services, healthcare, or enterprise / contact-center AI
- Comfort being client-facing at a senior level
- Fluency in and preference for TypeScript - much of our stack is full TS
- You've built observability for an AI product
- You're plugged into the applied-AI community

### Why This Role Is Hard To Fill

Most engineers land on one side of a line. Strong classical engineers often haven't built the judgment to know what LLMs can and can't do. Fast "vibe coders" can spin up a demo but can't debug it once it hits real data, real scale, or a real security requirement. We need both - plus the product sense and agency to run a client build largely alone. Someone who needs clean requirements and heavy supervision won't thrive here, and neither will someone whose work falls apart the moment it leaves the happy path.

### You Might Be A Fit If

- You've built and deployed something 0→1; shipped it, got real usage, and iterated
- You're T-shaped: deep in one area (ML, full-stack, data, or security) and rounding out the rest
- You've been the solo or founding engineer on a product and owned outcomes, not just tickets

### Logistics

- Fully remote, US/Canada based, with occasional client travel. We have team members across North America and internationally, mostly overlapping North American time zones. Work when and where you want, as long as the work gets done
- Compensation calibrated to your location and seniority - we'll talk comp and align on specifics early

### Benefits

- 🏥 Medical, Dental, and Vision Coverage: Comprehensive health benefits to keep you and your family healthy.
- 🌴 Flexible PTO: Take the time you need to relax and rejuvenate.
- 🚑 Health FSA/HSA: Manage out-of-pocket health expenses effectively.
- 🏥 Life Insurance: Providing peace of mind for you and your loved ones.

[View posting at Casper Studios](https://jobs.ashbyhq.com/CasperStudios/543242f4-2f9f-4645-baf0-77628c80bafa/application)

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- [Compare senior FDE salary ranges](https://nextmove.md/fde/salary/senior)
- [Similar jobs that build what the customer runs](https://nextmove.md/fde/jobs?role=builds-for-customers)

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