Product Dev Lifecycle & Agile — Demand & Depth Analysis

What the data shows for Product Dev Lifecycle & Agile:

• •Required in 0% 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 Data Analysis roles — 100% of all Product Dev Lifecycle & Agile jobs

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 Product Dev Lifecycle & Agile 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 100% means most applicants lack Product Dev Lifecycle & Agile at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.

Which roles need Product Dev Lifecycle & Agile most:

Data Analysis positions drive 100% of demand. Skills commonly paired with Product Dev Lifecycle & Agile include People Leadership and Analytics/BI Experience.