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
L0
Median Depth
100%
Gap Rate
1
Jobs Analyzed
Minimal
Most employers want SQL, R at introductory awareness.
Overview
Market context for SQL, R in the current job market
SQL, R is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for SQL, R typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for SQL, R:
What L0 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 SQL, R 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 SQL, R at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.
Which roles need SQL, R most:
Data Analysis positions drive 100% of demand. Skills commonly paired with SQL, R include Microsoft Excel and Data Analysis.
Depth Level Distribution
How candidates match SQL, R requirements across 1 scored evaluations
Average depth: L0.0·Median depth: L0.0
Salary Correlation
How SQL, R affects compensation based on postings with disclosed salary data
Without SQL, R
$137K
Median $130K
450 jobs
Skill Demand Insight
“SQL, R appears in 0% of all scored jobs.”
From 1 scored job postings
Skill Pairings
Other skills that frequently appear alongside SQL, R
Gap Analysis
How often SQL, R is identified as a skill gap (L0–L1) in scored applications
High gap rate — most candidates are underqualified
When SQL, R appears in a job's requirements, 100% of scored applicants received an L0 or L1 (missing or minimal).
Yes. SQL, R 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 L0. Many positions accept basic to intermediate proficiency.
Salary data for SQL, R is still accumulating.
The most common pairings are Microsoft Excel, Data Analysis, Financial Analysis, Budgeting and Financial Planning, Accounting. Strengthening these alongside SQL, R improves your fit across more positions.
Top roles: Data Analysis. Data Analysis positions have the highest demand at 100% of all SQL, R 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 SQL, R job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my SQL, R gaps →See how your depth compares to what employers actually require
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