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Angi

Marketplace for rated home services.

Principal Product Manager - AI Platform

Technical Product ManagementConfirmed live in the last 24 hours
Full-timeRemote in USARemote

About the Job

Requirements

  • At least 8 years of experience in Product Management, including at least 4 years focused on infrastructure, platforms, machine-learning/artificial-intelligence systems, or other technical products serving internal engineering or data-science customers.
  • A proven track record of scaling technical platforms from inception through maturity for demanding internal customers.
  • Technical fluency across the modern AI/ML stack, including model serving and inference, API gateways and proxies, evaluation and testing frameworks, and cloud/Kubernetes infrastructure, sufficient to discuss architecture trade-offs with engineers and data scientists.
  • Demonstrated ability to use telemetry and cost data, including model performance, evaluation results, adoption analytics, and spend data, to diagnose bottlenecks and drive product strategy.

Responsibilities

  • Own the vision for a governed, model-agnostic AI gateway through which all model and agent traffic routes, including per-team and per-use-case cost attribution, flexible model routing, rate limiting, provider failover, and automatic spending caps and stop switches. Make model-swap and cost decisions changeable at the gateway rather than per service.
  • Define the roadmap for the evaluation engine and its pass/fail gate, evaluation-gated prompt management with versioning and rollback, and per-agent accuracy scoring so quality regressions are caught before reaching users.
  • Define and champion the trust-and-autonomy ladder, including the thresholds, progression criteria, evidence, approvals, and rollback logic governing when an agent earns more independence.
  • Own the production path for self-hosted LLM/open-weight model serving and traditional machine learning, with the goal of consolidating both machine-learning and LLM workloads under one standardized, observable platform.
  • Define and instrument metrics that track platform health and business impact.
  • Establish deep partnerships with product engineering, architecture, and data science to drive adoption and ensure the platform reflects how teams build and serve models.
  • Manage a complex platform backlog spanning parallel tracks and real capacity constraints; make and communicate authoritative sequencing and trade-off decisions clearly and concisely.
  • Act as the primary interface between technical platform teams and business stakeholders, translating infrastructure investment into clear business outcomes.

Desired Qualifications

  • Hands-on familiarity with LLM gateways and proxies such as LiteLLM, evaluation and observability tools such as Langfuse, and model-serving frameworks such as KServe, SageMaker, Bedrock, and Ray.
  • Experience with prompt management and versioning, LLM fine-tuning, or production self-hosted/open-weight model serving.
  • Familiarity with agent-governance concepts, including guardrails, personally identifiable information controls, prompt-injection protection, and autonomy/trust frameworks, and with the tension between agent velocity and cost control.
  • Experience operating a platform across competing tracks and stakeholders, sequencing revenue-critical stabilization work alongside a new strategic build-out.
  • Exceptional leadership skills and a history of influencing cross-functional teams without direct authority.

About the Company

Angi

Marketplace for rated home services.

Angi is a marketplace that helps homeowners and renters find local home-service professionals. It connects consumers with service providers in areas like plumbing, electrical work, HVAC, and general contracting using verified reviews and ratings. The product works by offering a subscription-based access model for consumers to read detailed reviews and find trusted pros, while providers pay for advertising and enhanced visibility on the platform. This makes it easier for homeowners to compare and hire reliable professionals, and for service providers to reach new customers. Angi differentiates itself through its emphasis on verified home-service reviews and a dual revenue model of consumer memberships and provider advertising. The company aims to help people discover trustworthy professionals and simplify the process of home maintenance and repair.

Company size
1,001-5,000
Company stage
IPO
Headquarters
Denver, CO
Founded
2017

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