Product Manager, Unified Service Platform

Gusto Gusto · Fintech · Denver, CO +2 · Product Management

Product Manager for an AI-First Service Platform focused on building an intelligence layer for customer service. This involves owning capabilities like intent understanding, escalation decisions, context ingestion, and knowledge retrieval for voice, chat, and email channels. The role requires building and refining models, defining evaluation frameworks, dismantling legacy systems, and collaborating with various teams to improve customer experience and operational efficiency through AI-native agentic solutions.

What you'd actually do

  1. Own core capabilities of Gusto's AI service intelligence layer (e.g. intent understanding, escalation and handoff decisions, context ingestion, or knowledge and retrieval) across voice, chat, and/or email
  2. Build and refine the models and frameworks that decode what customers need and determine whether AI or a human is the right path to resolution, partnering with engineering and data science to continuously improve accuracy and eliminate context loss across handoffs
  3. Own the evaluation layer for the systems you ship — define what "good" means, build the evals and monitoring that prove it in production, and close the loop between what the model does and what the customer actually experiences.
  4. Experiment, learn, iterate, and ship impactful solutions rapidly.
  5. Identify and dismantle legacy systems and hard-coded workflows that create friction, replacing them with flexible, intelligent architecture that scales with Gusto's growth

Skills

Required

  • Product Management
  • AI/ML concepts
  • Systems thinking
  • Customer service platforms
  • Data analysis
  • Cross-functional collaboration

Nice to have

  • Experience with voice, chat, and email channels
  • Experience with RAG or knowledge retrieval systems
  • Experience with model evaluation and monitoring

What the JD emphasized

  • AI-First Service Platform
  • intelligence layer
  • AI or a human
  • AI-Human-AI loop
  • agentic solutions
  • evaluation layer
  • build the evals

Other signals

  • AI-first Service Platform
  • System of Intelligence
  • AI-Human-AI loop
  • agentic solutions