Period
to 18 November 2018

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 18 November 2018 with a comparison to the same period in the previous 2 years.

npm
UK > Scotland
6 months to
18 Nov 2018
Same period 2017 Same period 2016
Rank 183 211 177
Rank change year-on-year +28 -34 +63
Permanent jobs citing npm 46 16 40
As % of all permanent IT jobs advertised in Scotland 0.87% 0.28% 0.77%
As % of the Cloud Services category 4.69% 1.95% 7.45%
Number of salaries quoted 40 12 13
Scotland median annual salary £48,750 £36,250 £34,000
Median salary % change year-on-year +34.48% +6.62% -32.00%
10th Percentile £28,500 £32,500 £31,000
90th Percentile £70,000 £56,250 £53,000
UK median annual salary £52,500 £50,000 £51,250
% change year-on-year +5.00% -2.44% +2.50%

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 981 822 537
As % of all permanent IT jobs advertised in Scotland 18.46% 14.63% 10.33%
Number of salaries quoted 599 543 357
Scotland median annual salary £47,500 £45,000 £42,000
Median salary % change year-on-year +5.56% +7.14% +9.80%
10th Percentile £29,500 £27,500 £26,250
90th Percentile £70,000 £65,000 £60,200
UK median annual salary £55,000 £51,500 £50,000
% change year-on-year +6.80% +3.00% +2.04%

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 18 November 2018.

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 18 November 2018. 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 +13 28 £53,750 +53.57% 3
Glasgow +16 19 £35,000 -6.67% 2
npm
UK

For the 6 months to 18 November 2018, 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 37 (80.43%) AngularJS
2 36 (78.26%) HTML
3 33 (71.74%) CSS
4 31 (67.39%) Agile Software Development
5 30 (65.22%) JavaScript
6 27 (58.70%) webpack
7 26 (56.52%) React
8 24 (52.17%) Node.js
9 23 (50.00%) Sass
10 21 (45.65%) C#
10 21 (45.65%) .NET
11 19 (41.30%) MVC
11 19 (41.30%) ES6
12 18 (39.13%) HTML5
13 17 (36.96%) TDD
14 16 (34.78%) Grunt
14 16 (34.78%) gulp
14 16 (34.78%) Front End Development
15 15 (32.61%) SQL
15 15 (32.61%) Java
16 14 (30.43%) Web Development
16 14 (30.43%) TypeScript
17 13 (28.26%) Git (software)
18 12 (26.09%) Continuous Integration
18 12 (26.09%) ASP.NET
18 12 (26.09%) Vue.js
19 11 (23.91%) Angular 2
19 11 (23.91%) User Experience
19 11 (23.91%) Microservices
19 11 (23.91%) Redux

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 2 (4.35%) IIS
2 1 (2.17%) Tomcat
2 1 (2.17%) WebSphere
2 1 (2.17%) WebSphere Application Server
Cloud Services
1 8 (17.39%) Microsoft Azure
2 6 (13.04%) Amazon AWS
3 5 (10.87%) Yarn
4 3 (6.52%) Dynamics 365
4 3 (6.52%) Google Cloud Platform
4 3 (6.52%) Office 365
5 2 (4.35%) NuGet
6 1 (2.17%) OpenShift
Communications & Networking
1 1 (2.17%) HTTP
Database & Business Intelligence
1 11 (23.91%) SQL Server
2 3 (6.52%) MongoDB
2 3 (6.52%) NoSQL
Development Applications
1 27 (58.70%) webpack
2 16 (34.78%) Grunt
2 16 (34.78%) gulp
3 13 (28.26%) Git (software)
4 11 (23.91%) Subversion
5 6 (13.04%) Jenkins
5 6 (13.04%) Visual Studio
5 6 (13.04%) Visual Studio Code
6 5 (10.87%) Babel
6 5 (10.87%) Gerrit
7 3 (6.52%) Log4Net
7 3 (6.52%) NUnit
7 3 (6.52%) Rhino Mocks
8 2 (4.35%) Ant
8 2 (4.35%) Bugzilla
8 2 (4.35%) InstallShield
8 2 (4.35%) MSBuild
8 2 (4.35%) MSI
8 2 (4.35%) Octopus Deploy
8 2 (4.35%) Team Foundation Server
General
1 6 (13.04%) Retail
2 5 (10.87%) Finance
Job Titles
1 33 (71.74%) Developer
2 15 (32.61%) Front End Developer (Client-Side Developer)
3 10 (21.74%) .NET Developer
4 9 (19.57%) Software Engineer
5 7 (15.22%) Front End Web Developer (Client-Side Developer)
5 7 (15.22%) Web Developer
6 6 (13.04%) C# Developer
6 6 (13.04%) Junior
6 6 (13.04%) Junior Developer
6 6 (13.04%) Junior Front End Developer (Client-Side Developer)
6 6 (13.04%) Junior Web Developer
6 6 (13.04%) Lead Developer
6 6 (13.04%) Lead Web Developer
7 5 (10.87%) Software Developer
8 4 (8.70%) Angular Developer
8 4 (8.70%) HTML CSS Developer
8 4 (8.70%) HTML Developer
9 3 (6.52%) C# .NET Developer
9 3 (6.52%) Senior Software Engineer
10 2 (4.35%) Senior Developer
Libraries, Frameworks & Software Standards
1 37 (80.43%) AngularJS
2 36 (78.26%) HTML
3 33 (71.74%) CSS
4 26 (56.52%) React
5 24 (52.17%) Node.js
6 23 (50.00%) Sass
7 21 (45.65%) .NET
8 18 (39.13%) HTML5
9 12 (26.09%) ASP.NET
9 12 (26.09%) Vue.js
10 11 (23.91%) Angular 2
10 11 (23.91%) CSS3
10 11 (23.91%) Redux
11 9 (19.57%) Backbone.js
12 8 (17.39%) REST
12 8 (17.39%) RESTful
13 7 (15.22%) CSLA
14 6 (13.04%) Ajax
14 6 (13.04%) ASP.NET MVC
14 6 (13.04%) jQuery
Miscellaneous
1 11 (23.91%) User Experience
2 8 (17.39%) Analytical Skills
3 7 (15.22%) Enterprise Software
4 6 (13.04%) Computer Science
5 4 (8.70%) Fintech
6 1 (2.17%) Graphic Design
6 1 (2.17%) Linux Command Line
Operating Systems
1 5 (10.87%) Windows
2 2 (4.35%) Apple iOS
3 1 (2.17%) CentOS
3 1 (2.17%) Linux
3 1 (2.17%) Unix
Processes & Methodologies
1 31 (67.39%) Agile Software Development
2 19 (41.30%) MVC
3 17 (36.96%) TDD
4 16 (34.78%) Front End Development
5 14 (30.43%) Web Development
6 12 (26.09%) Continuous Integration
7 11 (23.91%) Collaborative Working
7 11 (23.91%) Microservices
8 10 (21.74%) Continuous Delivery
9 9 (19.57%) Mentoring
9 9 (19.57%) Software Engineering
10 8 (17.39%) A/B Testing
10 8 (17.39%) Continuous Deployment
10 8 (17.39%) SDLC
11 6 (13.04%) Data Privacy
11 6 (13.04%) E-Commerce
11 6 (13.04%) OO
11 6 (13.04%) OOP
11 6 (13.04%) Web Operations
12 5 (10.87%) Scrum
Programming Languages
1 30 (65.22%) JavaScript
2 21 (45.65%) C#
3 19 (41.30%) ES6
4 15 (32.61%) Java
4 15 (32.61%) SQL
5 14 (30.43%) TypeScript
6 10 (21.74%) Python
7 5 (10.87%) ES7
7 5 (10.87%) Ruby
8 3 (6.52%) PL/SQL
8 3 (6.52%) PowerShell
8 3 (6.52%) T-SQL
9 2 (4.35%) PHP
10 1 (2.17%) Bash Shell
10 1 (2.17%) Groovy
10 1 (2.17%) Jython
10 1 (2.17%) Perl
10 1 (2.17%) Shell Script
10 1 (2.17%) VBScript
Qualifications
1 6 (13.04%) Computer Science Degree
1 6 (13.04%) Degree
2 3 (6.52%) BPSS Clearance
2 3 (6.52%) Security Cleared
System Software
1 9 (19.57%) Docker
Systems Management
1 4 (8.70%) Opscode Chef
2 3 (6.52%) Puppet
3 1 (2.17%) Kubernetes
Vendors
1 4 (8.70%) Oracle
2 3 (6.52%) Google
3 2 (4.35%) Microsoft
3 2 (4.35%) Xamarin
4 1 (2.17%) Twitter