Note: The job is a remote job and is open to candidates in USA. Anthropologie Weddings is seeking a Senior AI Engineer to build and evolve an AI-powered development harness used by Product, UX, and Engineering teams. The role focuses on designing AI agents, lifecycle systems, schemas, validators, automation, and feedback loops that make AI-assisted development traceable, consistent, and reliable.
Responsibilities
- Build and maintain the artifact lifecycle system that governs how work moves between AI-assisted stages
- Design schemas and traceability standards connecting requirements, use cases, and implementation
- Author and maintain AI agent instructions and skills — not casual use of AI coding tools, but genuine prompt/agent design
- Design, build, and deploy AI agents that automate or support steps in the development lifecycle
- Write automation (Python/Bash) that enforces schema and quality gates across the system
- Measure and score AI output quality against real usage, and build feedback loops so the system improves over time
- Partner with Product, UX, and Engineering stakeholders on shared standards and handoffs
Skills
- 5+ years of hands-on experience building production software or internal platforms (APIs, workflow engines, developer tooling, or automation systems)
- Hands-on experience designing agent instructions, prompt systems, or LLM-backed workflows
- Experience with spec-driven or artifact-lifecycle systems with AI integrated into the development lifecycle
- Experience building and deploying AI agents in production, including agent architectures and orchestration patterns
- Interest in quality discipline: testing, rubrics, evaluation datasets, LLM-as-judge approaches, and observability for AI workflows
- Experience designing structured data contracts (JSON Schema, YAML, or similar)
- Comfort partnering with Product, UX, and engineering stakeholders; ability to translate between domain experts and technical constraints
- Enthusiasm for exploring emerging AI capabilities, platforms, tooling, and techniques
- Excellent communication and presentation skills, with an ability to explain complex AI concepts to non-technical audiences
- Familiarity with multiple agentic coding platforms and cloud agent platforms (e.g., Cursor, Claude Code, Gemini)
- Strong scripting and automation ability in Python
- Hands-on experience with agent development kits and agent platforms (e.g., Claude Agent SDK, Google ADK, LangChain/LangGraph, CrewAI)
- Git literacy: branching, PR workflows, coordinating cross-repo changes
- Experience implementing CI/CD pipelines using GitHub Actions, GitLab CI, or similar automation platforms
- Ability to build and operate agentic or automation integrations with project management tools (e.g., Jira, Confluence, Monday)
- Familiarity with tool-integration protocols for connecting agents to external systems (e.g., MCP, CLI-based tooling)
Benefits
- Remote work arrangement
- Medical benefits, subject to location and employment status
- Dental benefits, subject to location and employment status
- Vision benefits, subject to location and employment status
- Generous employee discounts, subject to location and employment status
- Retirement savings, subject to location and employment status
- Anti-harassment training for managers and employees
Company Overview