Period
to 22 November 2019

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for npm skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited npm over the 6 months to 22 November 2019 with a comparison to the same period in the previous 2 years.

npm
UK > Scotland
6 months to
22 Nov 2019
Same period 2018 Same period 2017
Rank 186 177 210
Rank change year-on-year -9 +33 -30
Permanent jobs citing npm 24 45 18
As % of all permanent IT jobs advertised in Scotland 0.52% 0.84% 0.32%
As % of the Cloud Services category 1.77% 4.25% 2.10%
Number of salaries quoted 18 39 13
Scotland median annual salary £38,750 £52,500 £37,500
Median salary % change year-on-year -26.19% +40.00% +10.29%
10th Percentile £29,925 £28,500 £32,500
90th Percentile £53,425 £70,000 £56,250
UK median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% -4.76%

npm is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for cloud computing skills.

All Cloud Skills
Scotland
Permanent vacancies with a requirement for cloud computing skills 1,355 1,059 858
As % of all permanent IT jobs advertised in Scotland 29.09% 19.75% 15.18%
Number of salaries quoted 830 660 561
Scotland median annual salary £45,000 £47,500 £44,705
Median salary % change year-on-year -5.26% +6.25% +7.83%
10th Percentile £30,000 £29,750 £27,500
90th Percentile £68,750 £67,625 £65,000
UK median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

npm
Job Vacancy Trend in Scotland

Job postings citing npm as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for npm in Scotland

npm
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing npm in Scotland.

Salary trend for npm in Scotland

npm
Salary Histogram in Scotland

The salary distribution of IT jobs citing npm in Scotland over the 6 months to 22 November 2019.

Salary histogram for npm in Scotland

npm
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing npm within the Scotland region over the 6 months to 22 November 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -6 11 £47,500 -11.63% 2
Glasgow +21 10 £30,000 -14.29%
npm
UK

For the 6 months to 22 November 2019, IT jobs citing npm also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Scotland region with a requirement for npm.

1 23 (95.83%) JavaScript
2 16 (66.67%) Git (software)
3 14 (58.33%) Sass
4 13 (54.17%) AngularJS
4 13 (54.17%) React
5 11 (45.83%) HTML
5 11 (45.83%) CSS
6 10 (41.67%) Web Development
6 10 (41.67%) webpack
6 10 (41.67%) Front End Development
7 8 (33.33%) gulp
7 8 (33.33%) Agile Software Development
8 7 (29.17%) User Experience
9 6 (25.00%) Node.js
9 6 (25.00%) Web Design
10 5 (20.83%) MVC
10 5 (20.83%) TypeScript
10 5 (20.83%) Twitter Bootstrap
10 5 (20.83%) Mobile App
10 5 (20.83%) Grunt
10 5 (20.83%) LESS
10 5 (20.83%) Responsive Web Design
11 4 (16.67%) Functional Testing
11 4 (16.67%) Bower
11 4 (16.67%) Task Automation
11 4 (16.67%) Commercial Awareness
11 4 (16.67%) Project Delivery
11 4 (16.67%) Time Management
11 4 (16.67%) Java
11 4 (16.67%) SQL

npm
Co-occurring IT Skills in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 1 (4.17%) CMS
1 1 (4.17%) Headless CMS
Applications
1 2 (8.33%) Adobe Illustrator
1 2 (8.33%) Adobe XD
1 2 (8.33%) Figma
1 2 (8.33%) Photoshop
1 2 (8.33%) Sketch
Cloud Services
1 3 (12.50%) Azure
1 3 (12.50%) Yarn
2 2 (8.33%) AWS
3 1 (4.17%) Datadog
3 1 (4.17%) Slack
Communications & Networking
1 1 (4.17%) HTTP
Database & Business Intelligence
1 3 (12.50%) PostgreSQL
2 2 (8.33%) MySQL
3 1 (4.17%) Amazon RDS
3 1 (4.17%) Couchbase
3 1 (4.17%) MariaDB
3 1 (4.17%) Mixpanel
3 1 (4.17%) MongoDB
3 1 (4.17%) NoSQL
3 1 (4.17%) Redis
3 1 (4.17%) SQL Server
Development Applications
1 16 (66.67%) Git (software)
2 10 (41.67%) webpack
3 8 (33.33%) gulp
4 5 (20.83%) Grunt
5 4 (16.67%) Bower
6 2 (8.33%) Protractor
7 1 (4.17%) Jasmine
7 1 (4.17%) Jenkins
7 1 (4.17%) Karma Test Runner
7 1 (4.17%) Mocha
7 1 (4.17%) Selenium
7 1 (4.17%) Subversion
General
1 2 (8.33%) Automotive
1 2 (8.33%) Retail
2 1 (4.17%) Law
Job Titles
1 22 (91.67%) Developer
2 11 (45.83%) Front End Developer (Client-Side Developer)
3 5 (20.83%) Senior Developer
3 5 (20.83%) Senior Front-End Developer
3 5 (20.83%) UI Developer
4 4 (16.67%) JavaScript Developer
5 3 (12.50%) Web Developer
6 2 (8.33%) Designer
6 2 (8.33%) Node.js Developer
6 2 (8.33%) Pick Developer
6 2 (8.33%) React Developer
6 2 (8.33%) Web Designer
7 1 (4.17%) Front End Web Designer
7 1 (4.17%) Front End Web Developer (Client-Side Developer)
7 1 (4.17%) HTML CSS Developer
7 1 (4.17%) Java Engineer
7 1 (4.17%) JavaScript Engineer
7 1 (4.17%) Photoshop Web Designer
7 1 (4.17%) Web UI Designer
7 1 (4.17%) Web UI Developer
Libraries, Frameworks & Software Standards
1 14 (58.33%) Sass
2 13 (54.17%) AngularJS
2 13 (54.17%) React
3 11 (45.83%) CSS
3 11 (45.83%) HTML
4 6 (25.00%) Node.js
5 5 (20.83%) LESS
5 5 (20.83%) Twitter Bootstrap
6 3 (12.50%) jQuery
7 2 (8.33%) .NET
7 2 (8.33%) Angular 2
7 2 (8.33%) HTML5
7 2 (8.33%) Jest
7 2 (8.33%) Redux
7 2 (8.33%) REST
7 2 (8.33%) RESTful
7 2 (8.33%) Vue.js
8 1 (4.17%) Chai
8 1 (4.17%) GatsbyJS
8 1 (4.17%) ReactiveX
Miscellaneous
1 7 (29.17%) User Experience
2 5 (20.83%) Mobile App
3 1 (4.17%) Data Centre
3 1 (4.17%) Enterprise Software
3 1 (4.17%) Social Media
Operating Systems
1 2 (8.33%) Linux
Processes & Methodologies
1 10 (41.67%) Front End Development
1 10 (41.67%) Web Development
2 8 (33.33%) Agile Software Development
3 6 (25.00%) Web Design
4 5 (20.83%) MVC
4 5 (20.83%) Responsive Web Design
5 4 (16.67%) Commercial Awareness
5 4 (16.67%) Functional Testing
5 4 (16.67%) Project Delivery
5 4 (16.67%) Task Automation
5 4 (16.67%) Time Management
6 2 (8.33%) Dependency Management
6 2 (8.33%) DevOps
6 2 (8.33%) High Availability
6 2 (8.33%) Software Engineering
6 2 (8.33%) TDD
6 2 (8.33%) Typography
7 1 (4.17%) Analytics
7 1 (4.17%) Continuous Improvement
7 1 (4.17%) Event-Driven Architecture
Programming Languages
1 23 (95.83%) JavaScript
2 5 (20.83%) TypeScript
3 4 (16.67%) Java
3 4 (16.67%) SQL
4 3 (12.50%) ES6
5 2 (8.33%) C#
6 1 (4.17%) Bash Shell
6 1 (4.17%) PHP
6 1 (4.17%) PowerShell
6 1 (4.17%) Python
6 1 (4.17%) Shell Script
Qualifications
1 2 (8.33%) Degree
2 1 (4.17%) Computer Science Degree
Systems Management
1 1 (4.17%) Consul
1 1 (4.17%) Opscode Chef
1 1 (4.17%) Terraform
Vendors
1 2 (8.33%) Adobe