Skill Demand Index
Based on 1 scored job postings out of 2,412 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0%
Demand Rate
L2
Median Depth
0%
Gap Rate
1
Jobs Analyzed
Basic
Most employers want AI Solutions Design at basic competency with practical application.
Overview
Market context for AI Solutions Design in the current job market
AI Solutions Design is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for AI Solutions Design typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for AI Solutions Design:
What L2 means in practice:
L2 (Basic) means you’ve built small things with AI Solutions Design — personal projects or bootcamp work. Employers accept this for junior roles.
This means employers aren't looking for someone who has used AI Solutions Design 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 AI Solutions Design proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need AI Solutions Design most:
Software Engineering positions drive 100% of demand. Skills commonly paired with AI Solutions Design include Startup Experience and Machine Learning Development.
Depth Level Distribution
How candidates match AI Solutions Design requirements across 1 scored evaluations
Average depth: L2.0·Median depth: L2.0
Salary Correlation
How AI Solutions Design affects compensation based on postings with disclosed salary data
Without AI Solutions Design
$137K
Median $130K
449 jobs
Skill Demand Insight
“AI Solutions Design appears in 0% of all scored jobs.”
From 1 scored job postings
Skill Pairings
Other skills that frequently appear alongside AI Solutions Design
Role Breakdown
Job categories most likely to require AI Solutions Design
Gap Analysis
How often AI Solutions Design is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When AI Solutions Design appears in a job's requirements, 0% of scored applicants received an L0 or L1 (missing or minimal).
Yes. AI Solutions Design appears in 0% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 1 analyzed jobs, demand is steady across multiple role types.
The median required depth is L2. Many positions accept basic to intermediate proficiency.
Salary data for AI Solutions Design is still accumulating.
The most common pairings are Startup Experience, Machine Learning Development, Cloud Platforms (AWS or GCP), Computer Science/Engineering Degree, Linux. Strengthening these alongside AI Solutions Design improves your fit across more positions.
Top roles: Software Engineering. Software Engineering positions have the highest demand at 100% of all AI Solutions Design jobs.
L1→L2: online courses and personal projects. L2→L3: daily professional use and shipped work. L3→L4: mentoring others and optimizing processes. L4→L5: architecture decisions, open source contributions, or published work.
See how you stack up against AI Solutions Design job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my AI Solutions Design gaps →See how your depth compares to what employers actually require
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