Period
to 15 July 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 15 July 2018 with a comparison to the same period in the previous 2 years.

Digital Transformation Programmes/Projects
UK > Scotland
6 months to
15 Jul 2018
Same period 2017 Same period 2016
Rank 157 204 218
Rank change year-on-year +47 +14 +4
Permanent jobs citing Digital Transformation Programme 76 17 22
As % of all permanent IT jobs advertised in Scotland 1.31% 0.33% 0.37%
As % of the Processes & Methodologies category 1.41% 0.35% 0.41%
Number of salaries quoted 61 11 20
Scotland median annual salary £52,500 £47,500 £51,500
Median salary % change year-on-year +10.53% -7.77% +3.00%
10th Percentile £37,500 £41,250 £37,000
90th Percentile £68,750 £75,000 £70,625
UK median annual salary £60,000 £55,000 £62,500
% change year-on-year +9.09% -12.00% -13.79%

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 5,399 4,822 5,420
As % of all permanent IT jobs advertised in Scotland 92.97% 92.23% 92.08%
Number of salaries quoted 3,601 3,051 3,227
Scotland median annual salary £45,000 £45,000 £45,000
10th Percentile £29,250 £28,250 £27,500
90th Percentile £70,000 £70,000 £65,000
UK median annual salary £50,000 £49,000 £47,500
% change year-on-year +2.04% +3.16% -

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 15 July 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 15 July 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 +29 60 £52,500 +23.53% 6
Edinburgh -3 18 £45,000 -21.74% 2
Digital Transformation Programme
UK

For the 6 months to 15 July 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 64 (84.21%) Agile Software Development
2 44 (57.89%) Finance
3 34 (44.74%) Java
4 30 (39.47%) DevOps
5 21 (27.63%) SDLC
6 18 (23.68%) Unix
7 17 (22.37%) JavaScript
7 17 (22.37%) Software Engineering
7 17 (22.37%) User Experience
8 16 (21.05%) Python
8 16 (21.05%) Scrum
9 15 (19.74%) Linux
9 15 (19.74%) Amazon AWS
10 14 (18.42%) Microsoft Azure
11 13 (17.11%) Software Delivery
12 12 (15.79%) Data Modelling
12 12 (15.79%) Microsoft
12 12 (15.79%) Security Management
13 11 (14.47%) Oracle
14 10 (13.16%) C#
14 10 (13.16%) Stakeholder Management
14 10 (13.16%) Creative Thinking
15 9 (11.84%) Front End Development
15 9 (11.84%) Git (software)
16 8 (10.53%) .NET
16 8 (10.53%) Relational Database
17 7 (9.21%) Oracle Database
17 7 (9.21%) React
17 7 (9.21%) Redux
17 7 (9.21%) Java 8

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 7 (9.21%) JBoss
Applications
1 2 (2.63%) Microsoft Excel
1 2 (2.63%) Microsoft Office
1 2 (2.63%) Microsoft PowerPoint
1 2 (2.63%) MS Visio
2 1 (1.32%) InVision
Business Applications
1 2 (2.63%) Dynamics CRM
2 1 (1.32%) Dynamics AX
2 1 (1.32%) Dynamics NAV
Cloud Services
1 15 (19.74%) Amazon AWS
2 14 (18.42%) Microsoft Azure
3 1 (1.32%) PaaS
Communications & Networking
1 2 (2.63%) HTTP
1 2 (2.63%) Internet
2 1 (1.32%) X.25
Database & Business Intelligence
1 8 (10.53%) Relational Database
2 7 (9.21%) MongoDB
2 7 (9.21%) Oracle Database
2 7 (9.21%) RDBMS
3 4 (5.26%) SQL Server
4 2 (2.63%) Blockchain
Development Applications
1 9 (11.84%) Git (software)
2 4 (5.26%) Selenium
2 4 (5.26%) SpecFlow
2 4 (5.26%) Team Foundation Server
2 4 (5.26%) Visual Studio
2 4 (5.26%) Visual Studio Team System
3 1 (1.32%) Axure RP
3 1 (1.32%) Balsamiq Mockups
3 1 (1.32%) JUnit
General
1 44 (57.89%) Finance
2 5 (6.58%) Marketing
3 3 (3.95%) Retail
4 2 (2.63%) Local Government
4 2 (2.63%) Manufacturing
5 1 (1.32%) Electronics
5 1 (1.32%) Legal
5 1 (1.32%) Telecoms
Job Titles
1 21 (27.63%) Developer
2 15 (19.74%) Architect
3 13 (17.11%) DevOps Engineer
4 11 (14.47%) Senior Developer
4 11 (14.47%) Software Developer
5 10 (13.16%) Senior DevOps
5 10 (13.16%) Senior DevOps Engineer
5 10 (13.16%) Software Architect
5 10 (13.16%) Strategy Architect
6 8 (10.53%) Analyst
7 7 (9.21%) Business Analyst
8 6 (7.89%) Cloud Engineer
8 6 (7.89%) Senior Cloud Engineer
9 5 (6.58%) JavaScript Developer
9 5 (6.58%) Senior JavaScript Developer
10 4 (5.26%) Java Developer
10 4 (5.26%) Project Manager
10 4 (5.26%) Senior Software Developer
10 4 (5.26%) Software Engineer
10 4 (5.26%) Technical Developer
Libraries, Frameworks & Software Standards
1 8 (10.53%) .NET
2 7 (9.21%) HTML
2 7 (9.21%) React
2 7 (9.21%) Redux
3 5 (6.58%) HTML5
4 4 (5.26%) Vue (Vue.js)
5 3 (3.95%) XML
6 1 (1.32%) Framer.js
6 1 (1.32%) JSON
6 1 (1.32%) REST
6 1 (1.32%) WebSockets
6 1 (1.32%) XSD
Miscellaneous
1 17 (22.37%) User Experience
2 4 (5.26%) Social Media
3 3 (3.95%) Analytical Skills
3 3 (3.95%) Hybrid Cloud
4 2 (2.63%) Data Centre
4 2 (2.63%) Internet of Things
4 2 (2.63%) Public Cloud
5 1 (1.32%) Data Structures
5 1 (1.32%) e-Learning
5 1 (1.32%) Greenfield Project
5 1 (1.32%) Mobile App
Operating Systems
1 18 (23.68%) Unix
2 15 (19.74%) Linux
3 2 (2.63%) Android
3 2 (2.63%) Apple iOS
4 1 (1.32%) Windows
Processes & Methodologies
1 64 (84.21%) Agile Software Development
2 30 (39.47%) DevOps
3 21 (27.63%) SDLC
4 17 (22.37%) Software Engineering
5 16 (21.05%) Scrum
6 13 (17.11%) Software Delivery
7 12 (15.79%) Data Modelling
7 12 (15.79%) Security Management
8 10 (13.16%) Creative Thinking
8 10 (13.16%) Stakeholder Management
9 9 (11.84%) Front End Development
10 7 (9.21%) Extreme Programming
11 5 (6.58%) Problem-Solving
12 4 (5.26%) Coaching
12 4 (5.26%) CRM
12 4 (5.26%) Decision-Making
12 4 (5.26%) OO
12 4 (5.26%) Project Management
12 4 (5.26%) Release Management
12 4 (5.26%) Robotic Process Automation
Programming Languages
1 34 (44.74%) Java
2 17 (22.37%) JavaScript
3 16 (21.05%) Python
4 10 (13.16%) C#
5 7 (9.21%) Clojure
5 7 (9.21%) Java 8
5 7 (9.21%) SQL
6 4 (5.26%) PowerShell
7 1 (1.32%) Apple Swift
7 1 (1.32%) Objective-C
Qualifications
1 2 (2.63%) BPSS Clearance
1 2 (2.63%) CCIE
1 2 (2.63%) CCNA
1 2 (2.63%) CCNP
1 2 (2.63%) Cisco Certification
1 2 (2.63%) CISSP
1 2 (2.63%) ISSAP
2 1 (1.32%) MCSE
2 1 (1.32%) Microsoft Certification
2 1 (1.32%) Security Cleared
Vendors
1 12 (15.79%) Microsoft
2 11 (14.47%) Oracle
3 2 (2.63%) Cisco
3 2 (2.63%) SAP
4 1 (1.32%) IBM
4 1 (1.32%) VMware
4 1 (1.32%) Xamarin