LLM Engineer

Diablo Convoy; Houston (TX); On-site; USD 70,000 - 90,000; Full time

Job summary

A leading technology firm in Houston is looking for a detail-oriented LLM Automation Engineer to support AI-driven data analysis and automation workflows. This role is designed for early-career candidates with hands-on experience in AI tools and a keen interest in analytics. Candidates should have foundational knowledge of AI and machine learning, along with skills in document analysis and prompt engineering. Competitive salary and benefits offered.

Qualifications

• Foundational knowledge of artificial intelligence, machine learning concepts, and AI tools.
• Hands-on experience using AI for document analysis, text summarization, and data extraction.
• Strong organizational skills and ability to follow defined workflows.

Responsibilities

• Use AI tools and large language models (LLMs) to summarize, classify, and analyze unstructured documents.
• Apply prompt engineering techniques to generate consistent AI outputs.
• Build and maintain AI automation workflows for reporting and analysis.

Skills

Artificial intelligence knowledge

Machine learning concepts

AI tools experience

Document analysis

Text summarization

Analytical skills

Attention to detail

Organizational skills

Tools

Python

Hugging Face

Langchain

RAG

AWS

Job description

Overview

We are seeking a detail-oriented LLM Automation Engineer to support AI-driven data analysis, document processing, automation workflows, and reporting initiatives. This role focuses on using artificial intelligence tools, prompt engineering techniques, and structured workflows to analyze large volumes of unstructured data and produce accurate, actionable outputs.

This position is ideal for candidates early in their careers with hands‑on experience using AI tools and a strong interest in automation, analytics, and AI‑assisted reporting.

Key Responsibilities

• Use AI tools and large language models (LLMs) to summarize, classify, and analyze unstructured documents
• Apply prompt engineering techniques to generate consistent, repeatable AI outputs
• Assist in building and maintaining AI automation workflows for reporting and analysis
• Review, validate, and refine AI-generated content to ensure accuracy and data integrity
• Support creation of AI-generated visual content, diagrams, and concept imagery
• Assist with AI-supported floor plan, layout, or spatial analysis projects
• Collaborate with cross-functional teams to support AI-powered reporting needs
• Document workflows, prompts, and processes for repeatable use and continuous improvement

Required Qualifications (Must-Have)

• Foundational knowledge of artificial intelligence, machine learning concepts, and AI tools
• Hands‑on experience using AI for document analysis, text summarization, and data extraction
• Basic understanding of prompt engineering and structured prompting techniques
• Strong written communication, analytical skills, and attention to detail
• Ability to review AI outputs for quality assurance and make necessary adjustments
• Strong organizational skills and ability to follow defined workflows
• Technical/MLTools: Python, Hugging Face, Langchain, RAG, AWS
• PowerPoint presentation skills