AI Full Stack Engineer (LLM / AI Applications)

Purple Drive Technologies

$120K — $150K *
Information Technology
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • 8+ years of production software experience in Java, Python, or .NET ecosystems.
  • Proficiency in web frameworks and modern UI technologies, especially React.
  • Hands-on experience with REST API development and integrations.
  • Familiarity with CI/CD processes, Git workflows, and automated testing frameworks.
  • Knowledge of machine learning services and data platforms integration.

Responsibilities

  • Build full-stack applications incorporating AI/ML functionalities for both backend and user-facing workflows.
  • Develop APIs and services to manage model inference and agent/tool interactions.
  • Utilize AI coding tools to enhance delivery speed while ensuring high quality.
  • Create UI/UX experiences featuring AI capabilities such as explanations, feedback loops, and human-in-the-loop controls.
  • Implement security best practices within the software development lifecycle, including code reviews and testing processes.
  • Work collaboratively with architects and platform teams to adhere to coding standards and share components effectively.
  • Monitor and enhance observability metrics for AI features, ensuring quality and performance optimization.

Benefits

  • Flexible working hours and potential for remote work.
  • Access to cutting-edge AI/ML tools and technologies.
  • Opportunities for ongoing professional development and training.
  • Collaborative team environment promoting innovation and creativity.
Full Job Description
Overview:

Job Description:

  • Build full-stack applications that integrate AI/ML outputs into user-facing and backend workflows.
  • Develop APIs and services that orchestrate model inference, prompt flows, and agent/tool integrations.
  • Leverage AI coding assistants (e.g., GitHub Copilot, agentic IDEs) to accelerate delivery while maintaining quality.
  • Implement UI/UX experiences for AI-enabled features (explanations, feedback loops, human-in-the-loop controls).
  • Apply secure SDLC practices: code reviews, testing, dependency management, and vulnerability remediation.
  • Partner with architects and platform teams to align to standards and reuse shared components.
  • 8+ years building production software (backend and/or frontend) in Java/Python/.NET ecosystems.
  • Experience with web frameworks and modern UI (React or similar) and REST API development.
  • Working knowledge of CI/CD, Git workflows, and automated testing.
  • Comfort integrating with ML services, LLM/agent runtimes, or data platforms via APIs.
  • Strong problem-solving skills and ability to deliver iteratively in an agile environment.
  • Experience building internal tools or copilots with prompt engineering and tool/function calling.
  • Experience with observability for AI features (quality metrics, prompt/model versioning).
  • UX experience designing AI interactions and feedback capture.

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