Industry Knowledge — Demand & Depth Analysis

What the data shows for Industry Knowledge:

• •Required in 1.1% of all scored postings — demand is growing as more employers add it to requirements
• •Employers typically expect L1 depth — foundational knowledge with practical application
• •Most demand comes from Marketing roles — 51% of all Industry Knowledge jobs
• •Median salary for roles requiring Industry Knowledge: $134K vs $130K for roles that don't — a $2K difference

What L1 means in practice:

L1 (Minimal) means you can discuss the concept but haven’t used it in production. Many entry-level positions accept this.

This means employers aren't looking for someone who has used Industry Knowledge once or twice. They want evidence of professional application — shipped work, measurable outcomes, and the ability to operate independently.

Common skill gaps:

The gap rate of 75.6% means most applicants lack Industry Knowledge at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.

Which roles need Industry Knowledge most:

Marketing positions drive 51% of demand. Other and Data Science / ML also frequently list Industry Knowledge as a requirement. Skills commonly paired with Industry Knowledge include SEO and Digital Marketing.