Data Analysis & Insights — Demand & Depth Analysis

What the data shows for Data Analysis & Insights:

• •Required in 0.4% 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 Data Analysis roles — 40% of all Data Analysis & Insights jobs
• •Median salary for roles requiring Data Analysis & Insights: $122K vs $132K for roles that don't — a comparable 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 Data Analysis & Insights on their team.

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

Which roles need Data Analysis & Insights most:

Data Analysis positions drive 40% of demand. Other and Marketing also frequently list Data Analysis & Insights as a requirement. Skills commonly paired with Data Analysis & Insights include Bachelor's degree and Project Management.