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Staff Engineer – AI-Native Commerce
Phoenix Ecommerce Technologies. Build AI at the core of Phoenix's storefront platform, beginning with the copy-site flagship feature .
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in building AI-driven storefront platforms, with a strong focus on architecture, production code, and operational reliability. Proficient in designing APIs, data models, and autonomous workflows while ensuring high standards of observability and performance measurement.
Highest-signal resume keywords
Expert-Level TypeScriptNode.js DevelopmentAI-Native Engineering PracticesProduction Reliability and ObservabilityFull-Stack Fundamentals
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Production Web PlatformsBuilding Production Systems with LLMsAgent OrchestrationAPI DesignData ModelingTestingDistributed SystemsRegression TestingObservabilityPerformance Measurement
Soft Skills
Strong Written Technical CommunicationHigh Ownership and Builder Mentality
Tools & Technologies
PostgresMongoDBRedisPlaywrightMCP ServersNestJSShopifyLiquid
Industry Keywords
EcommerceStorefrontsDTCDirect ResponseTransaction-Heavy Environments
Tech Stack
Tools & technologiesDistributed SystemsJavaScriptMongoDBNode.jsPostgresReactRedisTypeScript
About the role
Key responsibilities & impact- Build AI at the core of Phoenix's storefront platform, beginning with the copy-site flagship feature
- Make the AI agent exceptional and build subsequent agents
- Own multiple technical domains, make architecture decisions, write production code, and own outcomes
- Design agent tools and execution loops, merchant confirmation points, evals, tracing, observability, and cost tracking
- Harden and expand MCP infrastructure and tool surfaces for modifying pages, components, styles, and data bindings
- Build evaluation systems against real commerce experiences
- Build infrastructure for agents to generate, validate, deploy, measure, and optimize storefront experiences
- Design autonomous workflows with contracts, guardrails, verification, and human checkpoints
- Design APIs, data models, service boundaries, and architecture for the AI-native storefront platform
- Work with TypeScript/Node.js services, React applications, Postgres, MongoDB, Redis, and related systems
- Advance AI-native engineering through specifications, parallel agents, verification, custom agents, skills, hooks, MCP servers, and automated infrastructure
- Build deterministic fixtures, Playwright E2E tests, golden-file rendering tests, integration tests, visual regression systems, and quality gates
- Own observability, tracing, SLOs, and operational reliability
- Author ADRs, RFCs, and technical specifications; lead design and code reviews
Requirements
What you’ll need- 8+ years building production web platforms, including Staff-level impact as an architect and hands-on builder across multiple systems or technical domains
- Real experience building production systems with LLMs and agents, including tool calling, schema-constrained generation, agent orchestration, autonomous workflows, or agentic SDKs
- Experience proving agentic systems through evals, tracing, observability, regression testing, and/or cost and performance measurement
- Demonstrated AI-native engineering practices using coding agents, specifications, parallelized agent work, and rigorous verification
- Experience with custom agents, skills, hooks, MCP servers, AI code review, or similar AI-assisted engineering infrastructure
- Expert-level TypeScript and Node.js
- Strong full-stack fundamentals across API design, data modeling, testing, distributed systems, and production operations
- Experience with relational, document, and caching systems such as Postgres, MongoDB, and Redis
- Strong understanding of production reliability, including observability, tracing, SLOs, incident response, and operating systems built
- Strong written technical communication, including ADRs, RFCs, and technical specifications
- High ownership and builder mentality; comfortable taking ambiguous problems from architecture through production
- Preferred: experience in ecommerce, storefronts, DTC, direct response, payments, or transaction-heavy environments
- Preferred: Shopify, Liquid, commerce platforms, templating systems, page-builder/CMS infrastructure, high-performance rendering, MCP systems, browser automation, autonomous deployment/testing/optimization, advanced caching, NestJS, or open-source contributions