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Atlassian

Builds software for team planning and knowledge

Principal Product Manager - Confluence Aggregation

Product ManagementConfirmed live in the last 24 hours
Full-timeSan Francisco, CA, USA$163.6k - $257.3k

About the Job

Requirements

  • At least 8 years of product management experience, including experience with at least one product where content, retrieval, or a model-powered experience was the core value.
  • Experience taking a product from zero to one, from strategy through launch and beyond the first disappointing metric.
  • Experience shipping features powered by large language models and owning their evaluations, including defining a correct answer, building and maintaining test sets, catching regressions, and deciding whether to ship or hold.
  • Fluency with unstructured and semi-structured content, including how meeting transcripts, spreadsheets, and database records differ when split, retrieved, and summarized.
  • Ability to evaluate AI product experiences for specific jobs, personas, and moments; assess the cost of incorrect outputs and cognitive burden of suggestions; and retire AI surfaces that no longer provide value.
  • Understanding of retrieval-augmented generation and how content coverage and permissions affect answer trustworthiness.
  • Ability to protect administrator trust and articulate the long-term cost of surfacing stale, incorrect, or unauthorized content.
  • Ability to align senior partners with competing priorities and write clearly enough to support executive decisions.

Responsibilities

  • Own the strategy and roadmap for how connected content is brought into Confluence, grouped, titled, and summarized, and how stale content or content contradicting a published page is handled.
  • Define how documents, spreadsheets, meeting transcripts, chat threads, and CRM records are structured for use in Confluence.
  • Own content freshness and decay, deciding what updates automatically when a source changes, what requires human confirmation, and how users identify which version they are viewing.
  • Set and defend retrieval quality standards for source-permission fidelity, accuracy, and latency, and decide what does not ship when deadlines are at risk.
  • Own quality evaluations for large-language-model-powered experiences by defining correct outputs, building test sets, detecting regressions as models and content change, and deciding when outputs are reliable enough for users.
  • Decide where AI belongs in the experience and how it behaves when wrong, including balancing ignorable suggestions against disruptive ones.
  • Drive execution across Engineering, Design, Data Science, Research, Marketing, Partnerships, and Security and Trust, and bring recommendations to executive forums.
  • Set the product bar, mentor product managers, and improve the quality of team specifications and decisions.

Desired Qualifications

  • Experience shipping integrations with Google Workspace, Microsoft 365, Slack, Salesforce, or a data platform, including operational experience after launch.
  • Background in knowledge management, enterprise search, or document management.
  • Hands-on experience with prototyping and evaluation tooling to test quality hypotheses before engineering implementation.

About the Company

Atlassian

Builds software for team planning and knowledge

Atlassian builds software that helps businesses and other organizations coordinate projects, document knowledge and manage technology services. Its Jira and Confluence applications give teams shared spaces for tracking tasks and keeping decisions, plans and reference material connected to work. Software developers also use its tools to manage code, while business and IT teams organize requests and automate routine workflows. Customers pay recurring subscriptions for hosted software or self-managed licenses, with pricing linked to users and selected service levels. Atlassian was founded in 2002 and has its headquarters in Sydney, New South Wales, Australia.

Company size
10,001+
Company stage
IPO
Headquarters
Sydney NSW, Australia
Founded
2002

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