Period
to 16 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Digital Transformation Programme skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Digital Transformation Programme over the 6 months to 16 October 2018 with a comparison to the same period in the previous 2 years.

Digital Transformation Programmes/Projects
UK > Scotland
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 127 192 199
Rank change year-on-year +65 +7 +12
Permanent jobs citing Digital Transformation Programme 106 33 26
As % of all permanent IT jobs advertised in Scotland 1.96% 0.60% 0.49%
As % of the Processes & Methodologies category 2.11% 0.65% 0.53%
Number of salaries quoted 99 21 24
Scotland median annual salary £52,500 £45,000 £42,500
Median salary % change year-on-year +16.67% +5.88% -29.17%
10th Percentile £41,250 £35,500 £36,250
90th Percentile £72,500 £62,500 £58,250
UK median annual salary £60,000 £60,000 £60,000

Digital Transformation Programme is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Scotland
Permanent vacancies with a requirement for process or methodology skills 5,025 5,091 4,898
As % of all permanent IT jobs advertised in Scotland 93.11% 92.06% 92.47%
Number of salaries quoted 3,286 3,242 2,903
Scotland median annual salary £45,500 £44,000 £44,000
Median salary % change year-on-year +3.41% - +3.53%
10th Percentile £29,660 £28,250 £27,500
90th Percentile £70,000 £66,250 £65,000
UK median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

Digital Transformation Programme
Job Vacancy Trend in Scotland

Job postings citing Digital Transformation Programme as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Digital Transformation Programme in Scotland

Digital Transformation Programme
Salary Trend in Scotland

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

Salary trend for Digital Transformation Programme in Scotland

Digital Transformation Programme
Salary Histogram in Scotland

The salary distribution of IT jobs citing Digital Transformation Programme in Scotland over the 6 months to 16 October 2018.

Salary histogram for Digital Transformation Programme in Scotland

Digital Transformation Programme
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Digital Transformation Programme within the Scotland region over the 6 months to 16 October 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 +36 68 £52,500 +23.53% 3
Edinburgh +25 36 £45,000 -1.81% 4
Scottish Borders - 2 £28,500 -
Digital Transformation Programme
UK

For the 6 months to 16 October 2018, IT jobs citing Digital Transformation Programme 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 Digital Transformation Programme.

1 71 (66.98%) Agile Software Development
2 66 (62.26%) Finance
3 46 (43.40%) Java
4 45 (42.45%) SDLC
5 37 (34.91%) JavaScript
6 33 (31.13%) DevOps
7 29 (27.36%) HTML
7 29 (27.36%) Python
8 28 (26.42%) Unix
9 26 (24.53%) HTML5
10 24 (22.64%) Front End Development
10 24 (22.64%) C#
11 23 (21.70%) Microsoft
12 22 (20.75%) .NET
12 22 (20.75%) User Experience
13 21 (19.81%) Data Modelling
14 17 (16.04%) Release Management
14 17 (16.04%) Visual Studio Team System
14 17 (16.04%) Team Foundation Server
14 17 (16.04%) SQL Server
14 17 (16.04%) Visual Studio
15 16 (15.09%) Continuous Integration
16 15 (14.15%) Microsoft Azure
16 15 (14.15%) Amazon AWS
16 15 (14.15%) Linux
17 14 (13.21%) Selenium
18 13 (12.26%) PowerShell
18 13 (12.26%) Security Management
18 13 (12.26%) Scrum
18 13 (12.26%) SpecFlow

Digital Transformation Programme
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 5 (4.72%) JBoss
2 1 (0.94%) Oracle SOA Suite
Business Applications
1 1 (0.94%) Dynamics CRM
Cloud Services
1 15 (14.15%) Amazon AWS
1 15 (14.15%) Microsoft Azure
Communications & Networking
1 2 (1.89%) HTTP
1 2 (1.89%) Internet
2 1 (0.94%) X.25
Database & Business Intelligence
1 17 (16.04%) SQL Server
2 8 (7.55%) Data Warehouse
2 8 (7.55%) Qlik Sense
2 8 (7.55%) QlikView
2 8 (7.55%) Relational Database
3 7 (6.60%) RDBMS
4 5 (4.72%) MongoDB
4 5 (4.72%) Oracle Database
5 2 (1.89%) Blockchain
6 1 (0.94%) Big Data
6 1 (0.94%) NoSQL
Development Applications
1 17 (16.04%) Team Foundation Server
1 17 (16.04%) Visual Studio
1 17 (16.04%) Visual Studio Team System
2 14 (13.21%) Selenium
3 13 (12.26%) SpecFlow
4 7 (6.60%) Git (software)
5 3 (2.83%) Hudson
6 1 (0.94%) JIRA
6 1 (0.94%) JUnit
General
1 66 (62.26%) Finance
2 3 (2.83%) Local Government
2 3 (2.83%) Marketing
3 2 (1.89%) Manufacturing
4 1 (0.94%) Electronics
4 1 (0.94%) Telecoms
Job Titles
1 53 (50.00%) Developer
2 33 (31.13%) Senior Developer
3 20 (18.87%) Senior DevOps
4 18 (16.98%) JavaScript Developer
4 18 (16.98%) Senior JavaScript Developer
4 18 (16.98%) Software Developer
5 14 (13.21%) Technical Developer
6 13 (12.26%) DevOps Engineer
6 13 (12.26%) Senior Software Developer
7 12 (11.32%) .NET Developer
8 11 (10.38%) Senior DevOps Engineer
9 9 (8.49%) Cloud Consultant
9 9 (8.49%) Consultant
9 9 (8.49%) DevOps Developer
10 8 (7.55%) .NET Software Developer
10 8 (7.55%) Architect
10 8 (7.55%) QlikView Developer
10 8 (7.55%) Senior .NET Developer
10 8 (7.55%) Senior .NET Software Developer
11 7 (6.60%) Analyst
Libraries, Frameworks & Software Standards
1 29 (27.36%) HTML
2 26 (24.53%) HTML5
3 22 (20.75%) .NET
4 9 (8.49%) CSS
5 6 (5.66%) React
5 6 (5.66%) Redux
6 4 (3.77%) Vue.js
7 3 (2.83%) XML
8 2 (1.89%) Middleware
9 1 (0.94%) ASP.NET
9 1 (0.94%) CGI
9 1 (0.94%) JSON
9 1 (0.94%) Node.js
9 1 (0.94%) REST
9 1 (0.94%) RESTful
9 1 (0.94%) WebSockets
9 1 (0.94%) XSD
Miscellaneous
1 22 (20.75%) User Experience
2 9 (8.49%) Data Structures
2 9 (8.49%) Hybrid Cloud
2 9 (8.49%) Public Cloud
3 8 (7.55%) Algorithms
3 8 (7.55%) Analytical Skills
4 4 (3.77%) Mobile App
5 2 (1.89%) Data Centre
5 2 (1.89%) Internet of Things
5 2 (1.89%) Social Media
6 1 (0.94%) e-Learning
Operating Systems
1 28 (26.42%) Unix
2 15 (14.15%) Linux
3 2 (1.89%) Android
3 2 (1.89%) Apple iOS
4 1 (0.94%) Windows
Processes & Methodologies
1 71 (66.98%) Agile Software Development
2 45 (42.45%) SDLC
3 33 (31.13%) DevOps
4 24 (22.64%) Front End Development
5 21 (19.81%) Data Modelling
6 17 (16.04%) Release Management
7 16 (15.09%) Continuous Integration
8 13 (12.26%) Scrum
8 13 (12.26%) Security Management
9 12 (11.32%) Decision-Making
9 12 (11.32%) Problem-Solving
10 11 (10.38%) Software Engineering
11 10 (9.43%) Analytics
12 9 (8.49%) Identity Access Management
13 8 (7.55%) Collaborative Working
13 8 (7.55%) Data Visualisation
13 8 (7.55%) Multithreaded Programming
13 8 (7.55%) Multithreading
13 8 (7.55%) Stakeholder Engagement
13 8 (7.55%) Visualisation
Programming Languages
1 46 (43.40%) Java
2 37 (34.91%) JavaScript
3 29 (27.36%) Python
4 24 (22.64%) C#
5 13 (12.26%) PowerShell
6 11 (10.38%) SQL
7 5 (4.72%) Clojure
7 5 (4.72%) Java 8
8 1 (0.94%) Apple Swift
8 1 (0.94%) Objective-C
Qualifications
1 3 (2.83%) ISTQB
2 2 (1.89%) CCIE
2 2 (1.89%) CCNA
2 2 (1.89%) CCNP
2 2 (1.89%) Cisco Certification
2 2 (1.89%) CISSP
2 2 (1.89%) ISSAP
3 1 (0.94%) ISTQB Foundation Certification
3 1 (0.94%) ITIL Certification
Vendors
1 23 (21.70%) Microsoft
2 12 (11.32%) Oracle
3 8 (7.55%) Cognos
3 8 (7.55%) Tableau
4 2 (1.89%) Cisco
5 1 (0.94%) IBM
5 1 (0.94%) SAP
5 1 (0.94%) Xamarin