Skill Demand Index
Based on 2 scored job postings out of 2,449 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.1%
Demand Rate
L4
Median Depth
0%
Gap Rate
2
Jobs Analyzed
Proficient
Most employers want Data Flows Documentation at hands-on daily use, not textbook knowledge.
Overview
Market context for Data Flows Documentation in the current job market
Data Flows Documentation is required in 0.1% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Data Flows Documentation typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Data Flows Documentation:
What L4 means in practice:
L3 (Proficient) means daily professional use. You should be able to work independently with Data Flows Documentation without needing supervision or constant guidance.
This means employers aren't looking for someone who has used Data Flows Documentation 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 Flows Documentation proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Data Flows Documentation most:
Sales positions drive 50% of demand. Data Analysis also frequently list Data Flows Documentation as a requirement. Skills commonly paired with Data Flows Documentation include Salesforce.com.
Depth Level Distribution
How candidates match Data Flows Documentation requirements across 2 scored evaluations
Average depth: L3.5·Median depth: L3.5
Salary Correlation
How Data Flows Documentation affects compensation based on postings with disclosed salary data
Without Data Flows Documentation
$137K
Median $130K
454 jobs
Skill Demand Insight
“Data Flows Documentation appears in 0.1% of all scored jobs.”
From 2 scored job postings
Skill Pairings
Other skills that frequently appear alongside Data Flows Documentation
50%
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
Job categories most likely to require Data Flows Documentation
Gap Analysis
How often Data Flows Documentation is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Data Flows Documentation appears in a job's requirements, 0% of scored applicants received an L0 or L1 (missing or minimal).
Yes. Data Flows Documentation appears in 0.1% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 2 analyzed jobs, demand is steady across multiple role types.
The median required depth is L4. Most roles expect intermediate competency — independent work without supervision.
Salary data for Data Flows Documentation is still accumulating.
The most common pairings are Salesforce.com, Business Requirements Documents, Salesforce Service Cloud, Salesforce Lightning, Salesforce Business System Analyst. Strengthening these alongside Data Flows Documentation improves your fit across more positions.
Top roles: Sales, Data Analysis. Sales positions have the highest demand at 50% of all Data Flows Documentation 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 Data Flows Documentation job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Data Flows Documentation gaps →See how your depth compares to what employers actually require
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