Senior AI PM — Remote, Own AI Workflows & Ship

Mural; United States; Remote; USD 180,000 - 240,000; Full time

Benefits offered by this job

Remote work flexibility

Remote-friendly culture

Job summary

Mural, a leading collaboration platform, seeks a Senior AI Product Manager to own AI workflows from idea to proved value. You will partner with Engineering Manager and Agentic Design Director for AI Workflows, collaborating across engineers, ML engineers, designers, and PMs to move from hypothesis to working prototype in weeks.

You will decide what ships, what changes, and when to stop, based on user data and eval results, building prototypes yourself and shaping strategy with cross-functional

Qualifications

• 7+ years in product management, including shipping at least one AI product to real users.
• Hands-on experience building agentic or LLM-based products and learning from mistakes.
• Technical fluency to design/read evals and work with engineers on latency, reliability, and failures.
• Sound judgment on model decisions: comparing models, routing, and when to fine-tune.
• Understanding AI unit economics, cost to serve, and usage-based metering.
• Experience owning outcomes while partnering with expert engineering and design leads.

Responsibilities

• Set strategy for AI Workflows with engineering/design counterparts and own outcomes.
• Identify workflows where AI adds clear value at collaboration/decision-making intersections.
• Build prototypes with modern AI tools to test ideas with users before large investments.
• Turn each release into a hypothesis with pass/fail criteria and decide on iteration or kill.
• Define product-quality evals with engineering to measure usefulness, trust, and reliability.

Skills

PM experience

AI product

LLM evals

Agentic models

Unit economics

Cross-functional

Decision making

Tools

Claude

Codex

MCP

Cursor

Job description

Mural, a leading collaboration platform, seeks a Senior AI Product Manager to own AI workflows from idea to proved value. You will partner with Engineering Manager and Agentic Design Director for AI Workflows, collaborating across engineers, ML engineers, designers, and PMs to move from hypothesis to working prototype in weeks.

You will decide what ships, what changes, and when to stop, based on user data and eval results, building prototypes yourself and shaping strategy with cross-functional