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Rapid User Researcher

Sail Lore

hybridmidpermanentproduct-managementother San Francisco, CA 9 days ago via LinkedIn

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Tags

User ResearchUsability TestingConcept TestingAI ProductsModerated TestingResearch SynthesisProduct DiscoveryPrototypingInformation ArchitectureParticipant Recruitment

About the role

Role overview

Sail Lore (Notion) is seeking a Rapid/Rolling User Researcher (Rolling UXR) to deliver fast, high-signal insights that improve Notion’s product experiences across Product, Design, and Engineering (EPD), including AI-powered workflows such as custom agents and chat.

This is a tactical, high-velocity role focused on running many small, quick-turn studies and translating feedback into concrete product changes.

What you’ll do

  • End-to-end tactical research: Scope, design, and execute quick-turn studies across the product lifecycle.
  • Rolling usability testing: Plan and moderate rapid usability tests on prototypes and in-product flows; identify friction, comprehension gaps, and failure points, then recommend and prototype fixes.
  • Concept testing: Evaluate early ideas (e.g., storyboards, low/high-fidelity prototypes, new information architecture) to understand desirability, comprehension, and expected workflows before major build investment.
  • Own the research pipeline: Manage intake, prioritization, study cadence, participant recruitment, and standardize output formats.
  • Communicate recommendations: Provide crisp, actionable readouts (e.g., async write-ups, clips, or working sessions) including severity, confidence, and next steps.
  • Drive impact: Connect findings to outcomes (why it matters, what to change, what to watch) and partner with teams to ensure improvements land.

Skills you’ll need

  • User research craft: Independently run usability and/or concept tests end-to-end (scoping → protocol → moderation → synthesis → readout) with tight scope and sufficient rigor.
  • AI fluency: Translate AI/product concepts (e.g., trust, usefulness, tone, safety, clarity) into observable behaviors and research questions.
  • Pragmatism + speed: Prioritize effectively in fast-moving environments, work through ambiguity, and deliver quality quickly with transparent limitations.
  • Systems thinking: Quickly understand complex product ecosystems and user journeys.

Location / work model

  • Can be based in San Francisco or New York City.
  • Work from the office on Mondays, Tuesdays, and Thursdays (Anchor Days).

About Sail Lore

Notion is the collaborative AI workspace where teams and agents work together in one place for knowledge, projects, meetings, and AI tools. It serves individuals through large enterprises, helping teams automate busy work and improve how humans collaborate in the AI era.

Scraped 7/16/2026