Industry-specific bio playbooks
Every industry has its own credibility signals, vocabulary, and pitfalls. Each of the 36 playbooks below covers what readers in that field are looking for, the structure that performs there, the vocabulary to reach for, and the language to avoid.
Technology
6 playbooksCivil Engineer
Discipline, project portfolio, and PE licensure.
Data Scientist
What you found, where you found it, and what changed.
Product Manager
Outcomes shipped, not features owned.
Software Engineer
Specific systems, specific scale, specific shipping cadence.
Startup Founder
Why this person, why this company, why now.
UX / Product Designer
Show the surfaces, not the certifications.
Finance
3 playbooksHealthcare
4 playbooksLegal
2 playbooksCreative
6 playbooksArchitect
Practice, scale of projects, and notable built work.
Fiction Author
The work, the recognitions, the next book.
Filmmaker
The films, the festivals, the work coming next.
Journalist
The beat, the publications, the work that ran.
Musician / Composer
Instrument or voice, ensembles, repertoire, recordings.
Visual Artist
Medium, body of work, exhibition history.
Education
2 playbooksSciences
2 playbooksPublic Sector
3 playbooksTrades & Services
4 playbooksChef
Restaurant, training, and the food you put on the plate.
General Contractor
Trade history, license, scope, and reference projects.
Personal Trainer / Strength Coach
Who you train, what you train them for, and your certifications.
Real Estate Agent
Neighborhoods, transactions closed, and the kind of clients you work with.