Business Analyst or Product Analyst Experience — Demand & Depth Analysis

What the data shows for Business Analyst or Product Analyst Experience:

• •Required in 0% of all scored postings — demand is growing as more employers add it to requirements
• •Employers typically expect L2 depth — foundational knowledge with practical application
• •Most demand comes from Data Analysis roles — 100% of all Business Analyst or Product Analyst Experience jobs

What L2 means in practice:

L2 (Basic) means you’ve built small things with Business Analyst or Product Analyst Experience — personal projects or bootcamp work. Employers accept this for junior roles.

This means employers aren't looking for someone who has used Business Analyst or Product Analyst Experience 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 Business Analyst or Product Analyst Experience proficiency. To stand out, aim for L4-L5 depth with concrete evidence.

Which roles need Business Analyst or Product Analyst Experience most:

Data Analysis positions drive 100% of demand. Skills commonly paired with Business Analyst or Product Analyst Experience include .