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

npm
UK > Scotland
6 months to
18 Aug 2018
Same period 2017 Same period 2016
Rank 160 213 206
Rank change year-on-year +53 -7 +28
Permanent jobs citing npm 67 9 36
As % of all permanent IT jobs advertised in Scotland 1.21% 0.17% 0.63%
As % of the Cloud Services category 6.39% 1.39% 6.96%
Number of salaries quoted 58 6 14
Scotland median annual salary £36,000 £35,000 £34,000
Median salary % change year-on-year +2.86% +2.94% -32.00%
10th Percentile £32,000 £32,500 £31,000
90th Percentile £66,850 £52,500 £47,500
UK median annual salary £50,000 £50,000 £50,000

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 1,048 649 517
As % of all permanent IT jobs advertised in Scotland 18.99% 12.08% 9.12%
Number of salaries quoted 644 423 328
Scotland median annual salary £47,500 £45,000 £40,000
Median salary % change year-on-year +5.56% +12.50% -5.88%
10th Percentile £30,075 £28,250 £26,250
90th Percentile £70,000 £67,500 £61,250
UK median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +5.26%

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 August 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 August 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
Glasgow +11 35 £35,000 -30.00% 1
Edinburgh +22 32 £52,500 +50.00% 6
npm
UK

For the 6 months to 18 August 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 62 (92.54%) AngularJS
2 58 (86.57%) Agile Software Development
3 49 (73.13%) MVC
4 48 (71.64%) C#
4 48 (71.64%) HTML
4 48 (71.64%) .NET
4 48 (71.64%) Node.js
5 46 (68.66%) SQL
5 46 (68.66%) React
6 37 (55.22%) Collaborative Working
7 35 (52.24%) Microsoft Azure
8 34 (50.75%) ASP.NET
9 33 (49.25%) JavaScript
10 32 (47.76%) CSS
10 32 (47.76%) ASP.NET MVC
10 32 (47.76%) TypeScript
11 29 (43.28%) Sass
11 29 (43.28%) SQL Server
11 29 (43.28%) webpack
12 25 (37.31%) ES6
13 22 (32.84%) Docker
14 21 (31.34%) gulp
14 21 (31.34%) Grunt
15 20 (29.85%) Git (software)
15 20 (29.85%) TDD
15 20 (29.85%) Vue.js
15 20 (29.85%) Microservices
15 20 (29.85%) SDLC
15 20 (29.85%) Redux
16 19 (28.36%) HTML5

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 (2.99%) IIS
2 1 (1.49%) Tomcat
2 1 (1.49%) WebSphere
2 1 (1.49%) WebSphere Application Server
Cloud Services
1 35 (52.24%) Microsoft Azure
2 17 (25.37%) Amazon AWS
3 16 (23.88%) Dynamics 365
3 16 (23.88%) Google Cloud Platform
3 16 (23.88%) Office 365
4 5 (7.46%) Yarn
5 2 (2.99%) NuGet
6 1 (1.49%) OpenShift
Communications & Networking
1 1 (1.49%) HTTP
Database & Business Intelligence
1 29 (43.28%) SQL Server
2 16 (23.88%) MongoDB
2 16 (23.88%) NoSQL
Development Applications
1 29 (43.28%) webpack
2 21 (31.34%) Grunt
2 21 (31.34%) gulp
3 20 (29.85%) Git (software)
4 18 (26.87%) Babel
5 16 (23.88%) Log4Net
5 16 (23.88%) NUnit
5 16 (23.88%) Rhino Mocks
5 16 (23.88%) Subversion
6 6 (8.96%) Jenkins
7 5 (7.46%) Gerrit
8 4 (5.97%) Bower
9 2 (2.99%) Ant
9 2 (2.99%) Bugzilla
9 2 (2.99%) InstallShield
9 2 (2.99%) MSBuild
9 2 (2.99%) MSI
9 2 (2.99%) Team Foundation Server
9 2 (2.99%) Visual Studio
9 2 (2.99%) Visual Studio Code
General
1 5 (7.46%) Finance
2 2 (2.99%) Retail
Job Titles
1 59 (88.06%) Developer
2 41 (61.19%) .NET Developer
3 19 (28.36%) C# Developer
4 16 (23.88%) C# .NET Developer
5 7 (10.45%) Front End Developer (Client-Side Developer)
6 5 (7.46%) Software Developer
7 4 (5.97%) Angular Developer
7 4 (5.97%) HTML CSS Developer
7 4 (5.97%) HTML Developer
7 4 (5.97%) Software Engineer
8 3 (4.48%) UI Developer
9 2 (2.99%) DevOps Engineer
9 2 (2.99%) Front End Web Developer (Client-Side Developer)
9 2 (2.99%) Junior Developer
9 2 (2.99%) Junior Front End Developer (Client-Side Developer)
9 2 (2.99%) Junior Web Developer
9 2 (2.99%) Lead Web Developer
9 2 (2.99%) Senior Developer
9 2 (2.99%) Senior Front-End Developer
9 2 (2.99%) Web Developer
Libraries, Frameworks & Software Standards
1 62 (92.54%) AngularJS
2 48 (71.64%) .NET
2 48 (71.64%) HTML
2 48 (71.64%) Node.js
3 46 (68.66%) React
4 34 (50.75%) ASP.NET
5 32 (47.76%) ASP.NET MVC
5 32 (47.76%) CSS
6 29 (43.28%) Sass
7 20 (29.85%) Redux
7 20 (29.85%) Vue.js
8 19 (28.36%) HTML5
8 19 (28.36%) LESS
8 19 (28.36%) REST
9 18 (26.87%) JSON
10 16 (23.88%) NHibernate
10 16 (23.88%) Spring.NET
10 16 (23.88%) WCF
10 16 (23.88%) XHTML
10 16 (23.88%) XML
Miscellaneous
1 12 (17.91%) Enterprise Software
2 11 (16.42%) User Experience
3 4 (5.97%) Analytical Skills
3 4 (5.97%) Fintech
4 3 (4.48%) Mobile App
5 2 (2.99%) Computer Science
6 1 (1.49%) Graphic Design
6 1 (1.49%) Linux Command Line
Operating Systems
1 18 (26.87%) Windows
2 2 (2.99%) Apple iOS
3 1 (1.49%) CentOS
3 1 (1.49%) Linux
3 1 (1.49%) Unix
Processes & Methodologies
1 58 (86.57%) Agile Software Development
2 49 (73.13%) MVC
3 37 (55.22%) Collaborative Working
4 20 (29.85%) Microservices
4 20 (29.85%) SDLC
4 20 (29.85%) TDD
5 16 (23.88%) API Development
5 16 (23.88%) Open Source
6 10 (14.93%) Continuous Integration
7 9 (13.43%) Front End Development
8 5 (7.46%) Continuous Delivery
8 5 (7.46%) Kanban
8 5 (7.46%) Scrum
9 4 (5.97%) A/B Testing
9 4 (5.97%) Continuous Deployment
9 4 (5.97%) Mentoring
9 4 (5.97%) Software Engineering
9 4 (5.97%) Test Automation
9 4 (5.97%) Web Development
10 3 (4.48%) Commercial Awareness
Programming Languages
1 48 (71.64%) C#
2 46 (68.66%) SQL
3 33 (49.25%) JavaScript
4 32 (47.76%) TypeScript
5 25 (37.31%) ES6
6 16 (23.88%) PL/SQL
6 16 (23.88%) T-SQL
7 10 (14.93%) Java
8 5 (7.46%) ES7
8 5 (7.46%) Python
9 3 (4.48%) PowerShell
9 3 (4.48%) Ruby
10 1 (1.49%) Bash Shell
10 1 (1.49%) Groovy
10 1 (1.49%) Jython
10 1 (1.49%) Perl
10 1 (1.49%) Shell Script
10 1 (1.49%) VBScript
Qualifications
1 16 (23.88%) BPSS Clearance
1 16 (23.88%) Security Cleared
2 2 (2.99%) Computer Science Degree
2 2 (2.99%) Degree
System Software
1 22 (32.84%) Docker
Systems Management
1 17 (25.37%) Opscode Chef
2 16 (23.88%) Puppet
3 1 (1.49%) Kubernetes
Vendors
1 17 (25.37%) Oracle
2 16 (23.88%) Google
3 2 (2.99%) Microsoft
3 2 (2.99%) Xamarin
4 1 (1.49%) Twitter