Period
to 22 January 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 January 2019 with a comparison to the same period in the previous 2 years.

npm
UK > Scotland
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 185 196 161
Rank change year-on-year +11 -35 +70
Permanent jobs citing npm 43 35 33
As % of all permanent IT jobs advertised in Scotland 0.84% 0.63% 0.72%
As % of the Cloud Services category 4.48% 3.82% 6.68%
Number of salaries quoted 35 22 8
Scotland median annual salary £45,000 £36,000 £37,500
Median salary % change year-on-year +25.00% -4.00% +15.38%
10th Percentile £28,500 £32,500 £31,175
90th Percentile £70,000 £56,250 £57,625
UK median annual salary £52,500 £50,000 £52,500
% change year-on-year +5.00% -4.76% +5.00%

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 960 916 494
As % of all permanent IT jobs advertised in Scotland 18.81% 16.57% 10.73%
Number of salaries quoted 599 600 340
Scotland median annual salary £47,500 £44,603 £42,500
Median salary % change year-on-year +6.50% +4.95% -
10th Percentile £29,113 £27,400 £26,250
90th Percentile £69,000 £65,000 £60,000
UK median annual salary £55,000 £52,500 £50,251
% change year-on-year +4.76% +4.48% +0.50%

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 January 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 January 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
Glasgow +21 23 £35,000 -2.78% 3
Edinburgh +2 21 £60,000 +57.89%
npm
UK

For the 6 months to 22 January 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 38 (88.37%) JavaScript
2 34 (79.07%) webpack
3 29 (67.44%) HTML
3 29 (67.44%) CSS
4 28 (65.12%) React
4 28 (65.12%) AngularJS
5 26 (60.47%) Agile Software Development
6 25 (58.14%) Sass
7 24 (55.81%) Front End Development
8 22 (51.16%) ES6
9 21 (48.84%) Web Development
10 17 (39.53%) Java
11 16 (37.21%) gulp
12 14 (32.56%) Node.js
13 13 (30.23%) Grunt
14 12 (27.91%) Mentoring
14 12 (27.91%) .NET
14 12 (27.91%) Python
14 12 (27.91%) Git (software)
15 11 (25.58%) Continuous Integration
15 11 (25.58%) TDD
16 10 (23.26%) C#
16 10 (23.26%) Software Engineering
16 10 (23.26%) Degree
16 10 (23.26%) Computer Science
16 10 (23.26%) Continuous Delivery
16 10 (23.26%) User Experience
16 10 (23.26%) Vue.js
16 10 (23.26%) Backbone.js
16 10 (23.26%) Computer Science Degree

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 3 (6.98%) IIS
Cloud Services
1 5 (11.63%) Amazon AWS
1 5 (11.63%) Yarn
2 2 (4.65%) Datadog
2 2 (4.65%) NuGet
Database & Business Intelligence
1 2 (4.65%) Amazon RDS
1 2 (4.65%) Couchbase
1 2 (4.65%) Mixpanel
1 2 (4.65%) PostgreSQL
1 2 (4.65%) SQL Server
Development Applications
1 34 (79.07%) webpack
2 16 (37.21%) gulp
3 13 (30.23%) Grunt
4 12 (27.91%) Git (software)
5 7 (16.28%) Visual Studio
6 6 (13.95%) Visual Studio Code
7 5 (11.63%) Gerrit
7 5 (11.63%) Jenkins
8 4 (9.30%) Subversion
9 2 (4.65%) Ant
9 2 (4.65%) Bugzilla
9 2 (4.65%) InstallShield
9 2 (4.65%) MSBuild
9 2 (4.65%) MSI
9 2 (4.65%) Octopus Deploy
9 2 (4.65%) Team Foundation Server
10 1 (2.33%) Babel
10 1 (2.33%) Bower
General
1 7 (16.28%) Retail
2 5 (11.63%) Finance
Job Titles
1 31 (72.09%) Developer
2 24 (55.81%) Front End Developer (Client-Side Developer)
3 11 (25.58%) Web Developer
4 10 (23.26%) Front End Web Developer (Client-Side Developer)
4 10 (23.26%) Software Engineer
5 8 (18.60%) Lead Developer
6 6 (13.95%) Junior
6 6 (13.95%) Junior Developer
6 6 (13.95%) Junior Front End Developer (Client-Side Developer)
6 6 (13.95%) Junior Web Developer
6 6 (13.95%) Lead Web Developer
7 5 (11.63%) Software Developer
8 3 (6.98%) JavaScript Engineer
8 3 (6.98%) Senior Software Engineer
9 2 (4.65%) Angular Developer
9 2 (4.65%) DevOps Engineer
9 2 (4.65%) HTML CSS Developer
9 2 (4.65%) HTML Developer
9 2 (4.65%) Java Engineer
9 2 (4.65%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 29 (67.44%) CSS
1 29 (67.44%) HTML
2 28 (65.12%) AngularJS
2 28 (65.12%) React
3 25 (58.14%) Sass
4 14 (32.56%) Node.js
5 12 (27.91%) .NET
6 10 (23.26%) Backbone.js
6 10 (23.26%) Vue.js
7 9 (20.93%) HTML5
7 9 (20.93%) RESTful
8 8 (18.60%) CSS3
8 8 (18.60%) Redux
9 7 (16.28%) ASP.NET
9 7 (16.28%) Razor View Engine
9 7 (16.28%) Twitter Bootstrap
10 6 (13.95%) Ajax
10 6 (13.95%) jQuery
11 5 (11.63%) HATEOAS
11 5 (11.63%) REST
Miscellaneous
1 10 (23.26%) User Experience
2 8 (18.60%) Analytical Skills
3 2 (4.65%) Fintech
3 2 (4.65%) Mobile App
4 1 (2.33%) Enterprise Software
4 1 (2.33%) EPoS
Operating Systems
1 3 (6.98%) Windows
2 2 (4.65%) Apple iOS
2 2 (4.65%) Linux
3 1 (2.33%) Windows Server
Processes & Methodologies
1 26 (60.47%) Agile Software Development
2 24 (55.81%) Front End Development
3 21 (48.84%) Web Development
4 12 (27.91%) Mentoring
5 11 (25.58%) Continuous Integration
5 11 (25.58%) TDD
6 10 (23.26%) Computer Science
6 10 (23.26%) Continuous Delivery
6 10 (23.26%) Software Engineering
7 8 (18.60%) A/B Testing
7 8 (18.60%) Continuous Deployment
7 8 (18.60%) Microservices
7 8 (18.60%) MVC
8 7 (16.28%) Data Privacy
8 7 (16.28%) E-Commerce
9 6 (13.95%) OO
9 6 (13.95%) OOP
9 6 (13.95%) Web Operations
10 5 (11.63%) Kanban
10 5 (11.63%) Scrum
Programming Languages
1 38 (88.37%) JavaScript
2 22 (51.16%) ES6
3 17 (39.53%) Java
4 12 (27.91%) Python
5 10 (23.26%) C#
6 9 (20.93%) PHP
7 5 (11.63%) ES7
7 5 (11.63%) Ruby
7 5 (11.63%) TypeScript
8 4 (9.30%) SQL
9 2 (4.65%) PowerShell
Qualifications
1 10 (23.26%) Computer Science Degree
1 10 (23.26%) Degree
System Software
1 5 (11.63%) Docker
Systems Management
1 2 (4.65%) Consul
1 2 (4.65%) Opscode Chef
1 2 (4.65%) Terraform
Vendors
1 2 (4.65%) Microsoft
1 2 (4.65%) Xamarin
2 1 (2.33%) Twitter