Most career guidance fails the same way: it treats a student's vocational question as a single transaction, to be resolved in one sitting with a CV template and a job board login. The work I designed moved in the opposite direction. Seven stages, cumulative rather than linear, each one doing work the previous one had made possible.
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The World Economic Forum study predicts that by 2030, technological change and other major trends will create 170 million new jobs (14% of current employment) while displacing 92 million existing jobs (8% of current employment). This results in a net gain of 78 million jobs, representing 7% growth in total employment.
Overall, these shifts will cause a structural churn affecting 22% of today's 1.2 billion formal jobs through creation and displacement combined. To navigate this transformation successfully, we must deepen our understanding of individual personality traits, cultivate entrepreneurial mindsets, and create better systems to match talent with evolving market demands.
170 million new jobs will emerge (14% of current employment)
92 million existing jobs will be displaced (8% of current employment)
The map below shows both sides of the service at once. First states what the student experienced, then what I was doing underneath it to make that experience possible.
Stage 1
Walks in with a surface complaint. "I can't find an internship." "My CV isn't working." Rarely with the real question. Designer: Listens past the complaint for the structural issue. Treats the stated problem as symptom, not diagnosis.
Stage 2
Gets asked questions no one has asked them before. Who are you when you work well? When have you felt most alive in a task? Designer: Runs structured elicitation using Big Five vocabulary as a shared language. Establishes the longitudinal frame, not the quick fix.
Stage 3
Sees their own tendencies described back to them with precision. Often the first time. Designer: Translates trait data into working-environment implications. Identifies capability clusters beneath job titles.
Stage 4
Learns where their skills fit in a labor market that isn't stable, through the WEF Future of Jobs lens. Designer: Reframes hyper-specialization as transferable capability. Pre-empts the credential-matching trap students will face.
Stage 5
Writes. Uses guided prompts and AI-chatbot dialogue between sessions to externalize self-perception. Designer: Collects and tags the writing. Analyzes narrative patterns. Returns observations the student couldn't see alone.
Stage 6
Builds a portfolio, CV, or application that reflects who they now know themselves to be. Designer: Co-designs the artifacts. Ensures the self-understanding survives the translation to a recruiter's three-second glance.s, components and furniture: everything you need for the interior.
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Feedback Loop
Stage 7
Comes back. Brings peers. Uses the next session to recalibrate as their situation and self-knowledge evolve. Designer: Treats recurrence as the primary success metric. Adjusts recommendations against accumulated history, not a fresh intake.
Overall, these shifts will cause a structural churn affecting 22% of today's 1.2 billion formal jobs through creation and displacement combined. To navigate this transformation successfully, we must deepen our understanding of individual personality traits, cultivate entrepreneurial mindsets, and create better systems to match talent with evolving market demands.
The core intervention was a recurring, multi-session orientation process grounded in three overlapping frameworks.
The center had talent and events but no coherent voice. I designed a communications architecture covering four fronts.
Students who completed multiple sessions left with a clearer, more confident articulation of their vocational direction
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Demand was self-generating: students returned, brought peers, and continued requesting appointments without prompting
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Written feedback from students expressed genuine transformation — not just satisfaction, but a sense of clarity and relief that had been missing from their academic experience
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The internship registration workflow was partially simplified, reducing friction at a critical handoff point
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The project produced a replicable orientation methodology that could be institutionalized.
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Concluded that the problem addressed was real, underestimated, and worth building around.
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Testimonials
Under normal circumstances, grouping film production, digital marketing, cross-continental product teams, forensic technology audits, and computational radicalization research get filed under "unfocused". However, we're not under normal circumstances anymore, therefore a profile as this seems scattered until you ask a different question; Not "what did he do next?", but what "was he actually learning to see?".
Each domain adds an instrument and each apparent detour narrows the aperture on the same underlying problem, one manifests as critical for today's times: How do human systems accumulate meaning, and where do they break down?
