Full Stack Engineer-AI

Harnham; Houston (TX); Hybrid; USD 140,000 - 210,000; Full time

Job summary

Harnham in Houston seeks an experienced software engineer to design and build enterprise-grade applications that operationalize analytical models, ML models, and Gen AI features from ingestion pipelines to front-end interfaces.

You'll lead cross-functional pods with product owners, data engineers, and data scientists, using AI coding tools to accelerate delivery while maintaining quality.

Qualifications

• Bachelor's degree in CS, SWE, or related field.
• 6+ years of production-grade software development.
• Experience with data-intensive apps and API-driven architecture.

Responsibilities

• Design end-to-end frontend, backend, and data layer solutions.
• Contribute to scalable AI-enabled patterns and architecture reviews.
• Build dashboards and AI-powered features with React/Angular and Python backends.

Skills

Full-stack development

API design

Backend services

Frontend development

Data-intensive apps

AI coding tools

Education

Bachelor's degree in Computer Science or related field

Tools

React

Angular

Python

Databricks Lakehouse

CI/CD

Job description

Hybrid in Houston or Remote in Austin (If remote in Austin, must be in office 4 days a month).

About the Role

You'll design and build enterprise-grade applications that operationalize analytical models, machine learning models, and Gen AI solutions from ingestion pipelines and backend APIs to front-end applications and AI-powered features. You're the primary builder on cross-functional project pods that include product owners, data engineers, and data scientists, and you'll use AI coding tools to accelerate delivery without sacrificing quality.

What You'll Do

• Design end-to-end solutions spanning frontend, backend, and data layers
• Define patterns for scalable AI-enabled applications
• Contribute to architecture decisions and participate in technical reviews across the data and AI ecosystem

Application Development

• Translate analytical outputs and model results into user experiences business stakeholders can act on directly
• Design and build user-facing applications, dashboards, and self-serve analytics tools using modern frontend frameworks
• Develop full-stack solutions using technologies such as React, Angular, and Python-based backends
• Ensure solutions are scalable, secure, and enterprise ready

Data & Infrastructure

• Build and maintain data ingestion pipelines, ETL workflows, and integrations with the Databricks Lakehouse platform
• Build RAG pipelines and data pipelines to sync agent memory systems
• Integrate agentic workflows, RAG pipelines, and AI agents into production applications
• Build AI-powered features including semantic search, document understanding, conversational interfaces, and automated workflows
• Implement CI/CD, testing, observability, and monitoring across production systems

What You'll Need

• Bachelor's degree in Computer Science, Software Engineering, or a related field
• 6+ years building production-grade software applications
• Strong full-stack development experience, including APIs, backend services, and frontend applications
• Experience with data-intensive applications or data platform integrations
• Experience actively using AI coding tools (Claude Code, Codex, Augment Code)