Nuuly Senior Software Engineer

URBN Urban Outfitters, Inc.; Philadelphia (Philadelphia County); On-site; USD 130,000 - 195,000; Full time

Benefits offered by this job

Medical benefits

Employee discounts

PTO and retirement savings

Job summary

URBN Urban Outfitters, Inc. is seeking a Senior AI Engineer to build and evolve the AI-powered development harness used by product, UX, and engineering teams to move initiatives from design to implementation.

This hands-on role owns the tooling, templates, and gate logic that keep AI-assisted work traceable and reliable as it hands off between teams. You will design and maintain agent instructions, validators, and lifecycle rules, partner with an AI Enablement Lead and engineering stakeholders,

Qualifications

• 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.

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

Production software

Agent instructions

JSON Schema

Python scripting

CI/CD pipelines

Git

Cloud platforms

LLM workflows

Tools

Claude Agent SDK

LangChain

LangGraph

CrewAI

Cursor

Gemini

Google ADK

Job description

Role Summary

Nuuly is searching for a Senior AI Engineer to help build and evolve the AI-powered development harness our Product, UX, and Engineering teams use to move from initiative through design and into implementation. This role owns the harness spanning product definition, UX, design, coding and testing—the skills, templates, schemas, and gate logic that keep AI-assisted work traceable, consistent, and reliable as it hands off between teams and into engineering.

You'll design and maintain the agent instructions, validators, and lifecycle rules that power this system, partner with an AI Enablement Lead and engineering stakeholders on shared standards, and help the harness improve itself over time through structured feedback and output scoring. This is a hands-on engineering role for someone who wants to build the tooling and process infrastructure behind applied AI, not just use AI coding assistants day to day.

Role 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

Role Qualifications

• 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)

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The Perks

URBN offers comprehensive Perks & Benefits to employees. Availability and eligibility to specific benefits may be subject to your location and employment status. Benefits include medical, dental, vision, PTO, generous employee discounts, retirement savings and much more! For additional information visit www.urbn.com/work-with-us/benefits

EEO Statement

URBN celebrates diversity and is committed to creating an inclusive environment for all employees. We are proud to provide equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, sex (including gender, pregnancy, sexual orientation, and gender identity or expression), religion, creed, age, physical or mental disability, national origin or ancestry, ethnicity, citizenship, service in the uniformed services, genetic information, or any other protected characteristic as established by law. We believe strongly in fostering a safe, fair and respectful work environment. To ensure compliance with our non-discrimination and anti-harassment policies, we offer anti-harassment training to managers and employees.