Skill Demand Index
AI-enabled workflows — Demand & Depth Analysis
Based on 2 scored job postings out of 4,995 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0%
Demand Rate
L2
Median Depth
50%
Gap Rate
2
Jobs Analyzed
Minimal
Most employers want AI-enabled workflows at introductory awareness.
Overview
What is AI-enabled workflows?
Market context for AI-enabled workflows in the current job market
AI-enabled workflows is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for AI-enabled workflows typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for AI-enabled workflows:
- •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 Marketing roles — 50% of all AI-enabled workflows jobs
What L2 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 AI-enabled workflows 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 50% means most applicants lack AI-enabled workflows at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.
Which roles need AI-enabled workflows most:
Marketing positions drive 50% of demand. Data Analysis also frequently list AI-enabled workflows as a requirement. Skills commonly paired with AI-enabled workflows include Project Management and Data-Driven Insights.
Depth Level Distribution
Proficiency Distribution
How candidates match AI-enabled workflows requirements across 2 scored evaluations
Average depth: L1.5·Median depth: L1.5
Salary Correlation
Pay Impact
How AI-enabled workflows affects compensation based on postings with disclosed salary data
Without AI-enabled workflows
$140K
Median $133K
1235 jobs
Skill Demand Insight
“AI-enabled workflows appears in 0% of all scored jobs.”
From 2 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside AI-enabled workflows
100%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
Role Breakdown
Top Role Categories
Job categories most likely to require AI-enabled workflows
Gap Analysis
Gap Rate Explained
How often AI-enabled workflows is identified as a skill gap (L0–L1) in scored applications
Moderate gap rate — many candidates lack this skill
When AI-enabled workflows appears in a job's requirements, 50% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
See how you stack up against AI-enabled workflows job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my AI-enabled workflows gaps →See how your depth compares to what employers actually require
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