> 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.

# Machine Learning Engineer

Canonical URL: https://nextmove.md/fde/jobs/9f08393ed5502c5a

HealthEdge posts a FDE role to build for teams inside the company in US, at Up to $135,000 base. Build and ship production AI agents and automation across engineering, product, delivery, and customer-facing operations, owning solutions from discovery through deployment. Read from the employer’s posting on November 8, 2026.

- [HealthEdge](https://nextmove.md/fde/companies/healthedge)

First seen Oct 24, 2026 · open on iCIMS as of Nov 8, 2026

**Up to $135,000** *annualized* US Remote Full-time

Build and ship production AI agents and automation across engineering, product, delivery, and customer-facing operations, owning solutions from discovery through deployment.

- [See roles that fit me](https://nextmove.md/sign-up?from=%2Ffde%2Fjobs%2F9f08393ed5502c5a&placement=top)
- [View posting at HealthEdge](https://careers-healthedge.icims.com/jobs/8601/machine-learning-engineer/job?in_iframe=1)

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

Up to $135,000

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

### The work

Builds for teams inside the company

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**: Both

- **Level**: Senior

- **Role**: Individual contributor

### What they ask for

Experience

- **2+ years** Building and deploying ML or AI systems in production
- **4+ years** Building and deploying ML or AI systems in production

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

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

- **Pay**:

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Pay not posted

## What you’ll do

- Build, evaluate, harden, and deploy AI agents and automation end to end.
- Integrate AI into existing software infrastructure and contribute reusable platform components.
- Partner with cross-functional and non-technical stakeholders to identify problems and deliver measurable solutions.
- Optimize AI systems for accuracy, latency, cost, and safety, including human-in-the-loop guardrails.

## What you’ll bring

- 2–4 years building and deploying ML or AI systems in production.
- Master's degree in a relevant field, or a bachelor's degree with relevant experience.
- Strong Python proficiency and experience with LLM APIs, agentic frameworks, prompt engineering, and traditional ML frameworks.
- Software engineering fundamentals including version control, testing, and CI/CD.

## About HealthEdge

HealthEdge combines software and operational services to help health plans run claims, payment accuracy, care management, provider data, member engagement, and risk workflows.

Acquired · 5000+ people

[View posting at HealthEdge](https://careers-healthedge.icims.com/jobs/8601/machine-learning-engineer/job?in_iframe=1)

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- [Compare senior FDE salary ranges](https://nextmove.md/fde/salary/senior)
- [Similar jobs that build for teams inside the company](https://nextmove.md/fde/jobs?role=internal-deployment)

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Employer postings · [How we read postings](https://nextmove.md/fde/method)
