Remote AI Product Manager: Agents & Orchestration

Ladders; United States; Remote; USD 185,000 - 260,000; Full time

Benefits offered by this job

Stock options

Comprehensive benefits

Fully remote work from anywhere in the

US

Job summary

Ladders is seeking an AI Product Manager, Agents & Orchestration to own the product strategy and execution for AI agent runtime capabilities. The role emphasizes planning, tool calling, memory, and orchestration, shaping multi-agent handoffs across the customer journey and partnering with GenAI teams to ship rapidly.

You will translate advanced AI systems into a scalable product experience, define clear requirements, and build surfaces for users and admins while maintaining a steady weekly

Qualifications

• 5+ years of product management experience, with 2+ years focused on LLM-based agents in production.
• Hands-on experience with agent stack components like tool calling and multi-agent handoff patterns
• Proven track record of building and owning evaluation harnesses for product releases
• Experience in AI-native companies or early-stage startups, not just SaaS feature PMs
• Technical proficiency in specifying data models, state machines, and APIs
• Ability to make decisions with incomplete data and prioritize shipping over perfection
• Strong written communication skills for clear PRDs and reports

Responsibilities

• Own the agent runtime, including planning, tool calling, and memory interactions
• Design multi-agent orchestration for seamless handoffs across the customer journey
• Transform GTM orchestrations into a product with configurable packaged plays
• Build and manage the evaluation harness for agent performance metrics
• Define the platform surface for APIs and admin experiences for users
• Maintain a weekly shipping cadence with GenAI and engineering teams
• Write detailed specs for engineers, including prototypes in code or no-code tools

Skills

Product management

LLM-based agents

Tool calling

Multi-agent orchestration

Evaluation harness

APIs & data models

Decision making under uncertainty

Technical writing

Tools

Agent stack components

Job description

Ladders is seeking an AI Product Manager, Agents & Orchestration to own the product strategy and execution for AI agent runtime capabilities. The role emphasizes planning, tool calling, memory, and orchestration, shaping multi-agent handoffs across the customer journey and partnering with GenAI teams to ship rapidly.

You will translate advanced AI systems into a scalable product experience, define clear requirements, and build surfaces for users and admins while maintaining a steady weekly