> 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.

# Forward Deployed Engineer

Canonical URL: https://nextmove.md/fde/jobs/56f6ec9bb0533d32

Vitol posts a FDE role to build for teams inside the company in Houston, TX with no pay posted. Forward Deployed AI Engineer embedded with commercial trading teams at Vitol, a global energy and commodities trader. Read from the employer’s posting on November 8, 2026.

- [Vitol](https://nextmove.md/fde/companies/vitol)

First seen Aug 14, 2026 · open on SmartRecruiters as of Nov 8, 2026

Pay not posted Houston, TX On-site Full-time

Forward Deployed AI Engineer embedded with commercial trading teams at Vitol, a global energy and commodities trader.

- [See roles that fit me](https://nextmove.md/sign-up?from=%2Ffde%2Fjobs%2F56f6ec9bb0533d32&placement=top)
- [View posting at Vitol](https://jobs.smartrecruiters.com/Vitol/744000143565138)

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 for teams inside the company

Balance **Mostly building**

Project stages

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

- **Coding**: Writes production code

- **Builds for**: Internal teams

- **Level**: Senior

- **Role**: Individual contributor

### What they ask for

Experience

- **3+ years** software engineering, AI engineering, machine learning, data science or a related hands-on technical role

Background

- **Software engineering**
- **Implementation and data engineering**

### Do you meet what the posting states?

The posting asks for 3+ years. How many do you have?

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

The job is in Houston, TX. Could you work there?

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**: Houston, TX

- **Work arrangement**: On-site

- **Employment type**: Full-time

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- [Other jobs at Vitol (1)](https://nextmove.md/fde/companies/vitol)

## What you’ll do

- Embed with commercial teams to identify high-value AI opportunities and translate business problems into technical requirements and delivery plans
- Build, integrate, and deploy agentic solutions, extending the internal GenAI platform with new integrations, data connectors, MCP servers, and tool-calling
- Apply LLMs, RAG, NLP, time-series forecasting, and optimization to commodity pricing, supply/demand signals, trade flow analysis, and operational optimization
- Communicate requirements and technical constraints to foundational AI teams; present capabilities and limitations to traders and senior management

## What you’ll bring

- Degree in computer science, statistics, mathematics, data science, or related quantitative field
- Fluency in Python with strong software engineering practices (version control, testing, code review)
- Minimum 3 years of experience in software engineering, AI engineering, ML, data science, or related hands-on role
- Practical understanding of GenAI concepts (prompt engineering, RAG, tool use, agentic workflows, model evaluation) and proficiency with frameworks like LangChain or LlamaIndex

## About Vitol

Employee-owned energy and commodities trader moving oil, gas, power, metals and low-carbon fuels through global trading, logistics and infrastructure networks.

Bootstrapped · 1000–2000 people

[View posting at Vitol](https://jobs.smartrecruiters.com/Vitol/744000143565138)

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- [Compare senior FDE salary ranges](https://nextmove.md/fde/salary/senior)
- [Similar jobs in Houston](https://nextmove.md/fde/jobs?region=houston-metro)
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Employer postings · [How we read postings](https://nextmove.md/fde/method)
