Principal Product Manager, AI Custom Models

GitLab

Confirmed live 3 days ago High trust
Remote

Quick summary

Work type
Remote
Location
Canada
Salary
$203,200–$345,600 / yr
Posted
108 days ago
Freshness
Confirmed live 3 days ago

Market check

Salary context

Above market

How this pay compares to similar roles

Similar $207k
This role $274k
$142k most similar roles pay here $367k

This role pays more than 90% of similar roles. Most pay $177,250–$237,425 — the shaded band above. At the midpoint, this role pays about $274k versus about $207k for comparable roles.

Based on 239 similar postings.

Employer

About GitLab

GitLab is an all-remote software company that develops an AI-powered DevSecOps platform combining source code management, CI/CD, security scanning, and project planning in a single application.

GitLab currently has 79 open roles on FindRole.

Listed pay typically runs $137,400–$213,600 across 61 roles with salary data.

Most-posted roles

View all roles at GitLab

At a glance

TL;DR · Principal Product Manager, AI Custom Models

As a Principal Product Manager, AI Custom Models, you will join the AI product team to shape the direction of custom models and self-hosted AI experiences. You will lead product strategy, roadmap definition, and discovery for features supporting model flexibility, agent-based workflows, and self-managed deployments. Your daily work involves collaborating with engineering and design to translate complex technical needs into clear requirements while balancing infrastructure, configuration, and hardware constraints. The role requires deep knowledge of AI model ecosystems, including open models and open weight options, alongside experience in technical platforms or infrastructure software. You will solve the challenge of providing flexible AI capabilities for customers requiring specific security and deployment environments within a DevSecOps platform. Key competencies include managing technical ambiguity, navigating complex stakeholder landscapes, and communicating effectively in a distributed, asynchronous environment to ensure long-term platform quality.

What does a Product Manager earn in Remote?

Median $207754 from 108 postings across 33 companies.

See salary data

What you'll do

  • Define and lead the product strategy and roadmap for custom models and self-hosted AI capabilities.
  • Drive discovery, prioritization, and delivery of features supporting model flexibility and agent orchestration.
  • Translate complex customer and technical needs into clear product requirements for engineering and design teams.
  • Account for infrastructure, configuration, deployment, and hardware constraints in self-managed environments.
  • Align the specific product area with broader GitLab AI platform strategies and initiatives.
  • Make critical tradeoff decisions based on customer value, technical feasibility, and long-term quality.
  • Facilitate knowledge transfer and maintain continuity as the team grows and evolves.
  • Communicate plans and priorities clearly to support distributed teams in an asynchronous environment.

What we're looking for

  • Experience owning product strategy for technical platforms, infrastructure, or AI-driven products.
  • Knowledge of AI model ecosystems including custom, open, and open-weight models.
  • Familiarity with self-hosted or self-managed software and associated operational requirements.
  • Ability to collaborate with engineers on configuration, infrastructure, deployment patterns, and hardware constraints.
  • Experience leading complex product work with multiple stakeholders in areas of technical ambiguity.
  • Strong written and verbal communication skills for distributed, asynchronous environments.
  • Judgment to operate at a principal scope across strategy, execution, and cross-functional alignment.
  • Openness to transferable experience from DevSecOps, developer platforms, or infrastructure software.

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