Remote LLM Application Engineer: AI Orchestration

Software Guidance & Assistance, Inc. (SGA, Inc.); San Francisco (CA); On-site; USD 140,000 - 190,000; Full time

Job summary

Software Guidance & Assistance, Inc. (SGA) is seeking an LLM Application Engineer for a Remote Full Time assignment with a premier Technology client. You will design, develop, and deploy applications powered by large language models and intelligent workflow automation in a production environment.

The role requires hands-on experience with LLM platforms, Python development, and building agent-based systems. You will collaborate with product and engineering stakeholders to optimize performance and

Qualifications

• Strong software engineering background with production-grade AI apps.
• Hands-on with large language models or autonomous agents.

Responsibilities

• Design, develop, and deploy AI-powered applications.
• Build agent-based systems for reasoning, planning, memory, tool integration, and multi-step tasks.
• Integrate AI with APIs, databases, search platforms, and services.
• Implement prompt engineering, context management, and tool-calling techniques.
• Develop evaluation benchmarks and datasets to monitor quality and regression risks.
• Troubleshoot AI stack issues across models, orchestration layers, backends, and UI.

Skills

Software engineering

Python

LLM technologies

Prompt engineering

Agent architectures

API design

Tools

OpenAI-compatible APIs

PyTorch

JAX

Vector databases

Job description

Software Guidance & Assistance, Inc. (SGA) is seeking an LLM Application Engineer for a Remote Full Time assignment with a premier Technology client. You will design, develop, and deploy applications powered by large language models and intelligent workflow automation in a production environment.

The role requires hands-on experience with LLM platforms, Python development, and building agent-based systems. You will collaborate with product and engineering stakeholders to optimize performance and