LLM-Driven Full-Stack Engineer (Java/Python, GCP)

Ampcus Inc; Irving (TX); On-site; USD 120,000 - 160,000; Full time

Job summary

Ampcus Inc. is seeking a talented software professional to join our AI/ML team in Irving, TX (with potential remote opportunities). You will design and deploy LLM-based agents, build Java Spring Boot backends, and implement GenAI solutions on Google Cloud.

The role emphasizes RAG pipelines, context engineering, MLOps, and production-grade CI/CD for scalable, cost-efficient AI systems. Ideal candidates have 3–7 years in software, strong Python, and hands-on production experience with AI agents.

Qualifications

• 3–7 years of software development experience.
• Strong hands-on Python development.
• 2 years building real-world AI agents in production.
• 4+ years Java backend experience with Spring Boot.
• Experience with AI/ML or Generative AI projects.

Responsibilities

• Agentic AI development: design and develop LLM-based agents and orchestration workflows.
• Java backend engineering: build scalable Spring Boot microservices and REST APIs.
• GCP & GenAI: develop AI solutions using Vertex AI, Gemini, BigQuery, Cloud Run, Pub/Sub.
• LLM, RAG & context engineering: implement retrieval-augmented generation pipelines and embeddings.
• MLOps & deployment: production-grade CI/CD, logging, observability, and guardrails.

Skills

Python

Java backend

Spring Boot

LLMs/GenAI

GCP Vertex AI

Agent orchestration

REST APIs

Distributed systems

Tools

Google ADK

MCP servers

Vertex AI

Job description

Ampcus Inc. is seeking a talented software professional to join our AI/ML team in Irving, TX (with potential remote opportunities). You will design and deploy LLM-based agents, build Java Spring Boot backends, and implement GenAI solutions on Google Cloud.

The role emphasizes RAG pipelines, context engineering, MLOps, and production-grade CI/CD for scalable, cost-efficient AI systems. Ideal candidates have 3–7 years in software, strong Python, and hands-on production experience with AI agents.