- professional use
- Commonly placed in headlines and about sections by female software engineers, data analysts, and tech leads.
- post context
- Used in posts celebrating job offers, promotions, bootcamp completions, or tech certifications.
- appropriateness
- Highly appropriate and professional on LinkedIn; widely understood and respected in the context.
- comment use
- Dropped in comment sections to show support for other women sharing tech career updates.