Analytics — Demand & Depth Analysis

What the data shows for Analytics:

• •Required in 3.1% of all scored postings — demand is growing as more employers add it to requirements
• •Employers typically expect L4 depth — architect-level, not just familiarity
• •Most demand comes from Marketing roles — 54% of all Analytics jobs
• •Median salary for roles requiring Analytics: $154K vs $130K for roles that don't — a $30K difference

What L4 means in practice:

L4 (Advanced) means solving hard problems, optimizing workflows, and mentoring others. Employers want someone who can be the go-to person for Analytics on their team.

This means employers aren't looking for someone who has used Analytics 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 0.9% means most candidates have adequate Analytics proficiency. To stand out, aim for L4-L5 depth with concrete evidence.

Which roles need Analytics most:

Marketing positions drive 54% of demand. Other and Data Analysis also frequently list Analytics as a requirement. Skills commonly paired with Analytics include Digital Marketing and SEO.