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