Builder Product II (AI)

Location: Remote (US)

Company

hirify.global develops ERP products for small and mid-size residential home builders, covering estimating, purchasing, scheduling, and job costing.

What you will do

• Define AI-native mission specifications, agent goals, tool constraints, success evaluations, and failure conditions instead of traditional PRDs.
• Interview subject matter experts and translate ERP business logic into system prompts and agentic constraints.
• Co-build evaluation datasets, ground-truth definitions, and rubrics for verifying agent output against ERP logic.
• Rapidly prototype prompt chains to validate automation ideas before development cycles.
• Use usage data, support volume, and codebase complexity to prioritize legacy module modernization.
• Work with Industry and Value Stream Product Managers, UX Research, and QA to achieve strategy goals and define effective agent experiences.

Requirements

• Experience defining product missions, measurable acceptance criteria, quantitative evaluations, and ground-truth definitions.
• Ability to translate complex ERP business logic, accounting regulations, and subject-matter expertise into structured prompts, agentic constraints, and evaluation rubrics.
• Understanding of autonomous agent behavior, including LangGraph state machines and constrained agent missions.
• Experience using LLMs to synthesize user research, generate acceptance criteria, critique assumptions, or prioritize product work.
• Understanding of AI-agent interfaces, including behavioral specifications, tone, escalation logic, and failure modes.
• Understanding of ERP workflows and the ability to analyze customer workflows, support tickets, usage telemetry, and interview transcripts.
• Working knowledge of Python, SQL, LangChain or LangGraph, OpenAI or Anthropic APIs, DSPy, GitHub, and Weights & Biases sufficient to specify solutions precisely; hands-on building is not required.
• Ability to distinguish safe, rigorously evaluated workflow agents from demonstrations that are not ready for production.

Culture & Benefits

• Mission-based product development without quarterly roadmap planning decks.
• Ownership of what gets built and how completion is measured.
• Opportunity to work on complex, high-stakes ERP workflows and AI-agent autonomy.
• Collaboration with a group of four AI-focused Builder practitioners.