AI Jobs-to-be-Done Analyst
An AI Jobs-to-be-Done Analyst maps human and organizational needs to AI capabilities using the JTBD framework, identifying high-va…
Skill Guide
Jobs-to-be-Done (JTBD) is a theory that consumers purchase products and services to fulfill a 'job,' and the JTBD interview methodology is a specific, causal research technique that uncovers the underlying, often unarticulated, motivations and contexts behind those purchases.
Scenario
Analyze your own recent purchase of a productivity app (e.g., Notion, Todoist) or a significant consumer good.
Scenario
Interview a colleague who recently switched SaaS tools (e.g., from Slack to Teams, or Zoom to Google Meet) within their work context.
Scenario
Your company is entering a crowded market (e.g., project management software). Analyze the competition not by features, but by the jobs they are hired to do.
The Forces of Progress diagram is used during interview synthesis to visualize why a switch happened. The Job Map provides a stable structure for analyzing any job, independent of solutions. Needs Statements are measurable, stable metrics used to quantify unmet demand and guide solution innovation.
Affinity mapping helps researchers group raw interview quotes into themes (forces, job steps). Timeline diagrams visualize the causal sequence of events. ODI software applies quantitative analysis to JTBD needs data to prioritize opportunities.
Answer Strategy
This tests conceptual clarity. Answer by defining both terms precisely. A 'job' is the higher-level goal or problem to be solved (stable over time). A 'need' is a desired outcome statement that is part of getting the job done (also stable, but measurable). Then, provide an example: The job is 'Be a more effective parent.' A need is 'Minimize the likelihood of my child missing important developmental milestones.' This distinction moves the roadmap from vague themes ('parenting features') to specific, measurable outcomes to design against.
Answer Strategy
This tests methodological rigor. Describe the 'Switch' interview structure: start with the purchase, then rewind to the 'first thought' and walk forward through the timeline. Explain the importance of specific, open-ended questions ('What was going on in your life when you first started looking for a solution?' 'Tell me about the moment you decided to switch.') and active listening for emotional language, forces, and struggles. Emphasize that you do not mention the product or ask about features until the very end, if at all.
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