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Full Stack AI Engineer

  • Source: LinkedIn
  • CrestPoint Strategic Advisors
  • On-site
  • New York City
  • Mid level

Job Description

Location: Remote / Hybrid (as required)

We’re looking for an experienced AI Engineer to join our engineering team and start contributing to production AI applications immediately. This is a hands-on role for someone who’s comfortable building across the full stack, from backend agent orchestration through to user-facing interfaces.

You’ve already built and deployed production-grade AI systems, you understand what it actually takes to work with LLMs and autonomous agents day to day, and you use AI-assisted development tools as a natural part of your workflow.

What You’ll Do

  • Design, develop, and deploy production AI applications and agentic systems
  • Build robust backend services in Python
  • Develop and integrate AI agents using modern LLM frameworks and APIs
  • Work closely with product and engineering to ship new capabilities fast
  • Use AI coding assistants to boost velocity without sacrificing code quality
  • Write maintainable, tested, production-ready software

Must Haves

  • Production Python development
    • a demonstrable track record building and deploying real systems, not just scripts
  • Strong grounding in software engineering best practices: testing, deployment, maintainability
  • Hands-on agentic AI experience
    • you’ve built production AI agents with frameworks like LangChain, or directly against the OpenAI or Anthropic APIs; the specific tool matters less than a real understanding of how agentic systems are designed, orchestrated, and deployed
  • Experience using AI coding agents (e.g. Claude, Codex) in a professional workflow, with a clear-eyed sense of both the upside and the limits, including validation and quality control
  • String demonstrated hands-on Python coding experience

Preferred

  • SQL and relational database design
  • AWS or another major cloud platform (Azure, GCP)
  • React and modern frontend development
  • Experience delivering full-stack AI applications end to end
  • REST APIs, CI/CD, containerized deployments (Docker)
  • RAG (Retrieval-Augmented Generation)
  • Vector databases
  • Prompt engineering and evaluation frameworks
  • AI observability and monitoring
  • Model evaluation and guardrails
  • MCP (Model Context Protocol)

Who We Are Looking For

Engineers who:

  • Can hit the ground running with minimal onboarding
  • Have a real track record of shipping production software
  • Are pragmatic problem-solvers, not framework specialists
  • Enjoy building AI products end to end
  • Write clean, well-tested, maintainable code
  • Thrive in a fast-moving engineering environment

Skills

  • Python
  • LangChain
  • claude-by-anthropic
  • Codex
  • amazon-web-services
  • microsoft-azure
  • google-cloud-platform
  • React
  • Docker
  • guardrails
  • thrive

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