Period
to 18 June 2018

The table below looks at the prevalence of the term Enterprise Software in contract job vacancies advertised in Scotland. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Enterprise Software over the 6 months to 18 June 2018 with a comparison to the same period over the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Enterprise Application Software
UK > Scotland
6 months to
18 Jun 2018
Same period 2017 Same period 2016
Rank 123 116 126
Rank change year-on-year -7 +10 +19
Contract jobs citing Enterprise Software 77 44 89
As % of all contract IT jobs advertised in Scotland 1.47% 1.16% 1.64%
As % of the Miscellaneous category 4.80% 3.72% 4.75%
Number of daily rates quoted 35 25 53
Scotland median daily rate £375 £375 £350
Median daily rate % change year-on-year - +7.14% -
10th Percentile £289 £315 £264
90th Percentile £504 £500 £498
UK median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +3.03%
Number of hourly rates quoted 0 0 3
Scotland median hourly rate - - £40.00
UK median hourly rate £40.00 £28.00 £41.50
% change year-on-year +42.86% -32.53% -

Enterprise Software is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Scotland with a requirement for generic IT skills.

All Generic IT Skills
Scotland
Contract vacancies with a requirement for generic IT skills 1,604 1,182 1,872
As % of all contract IT jobs advertised in Scotland 30.63% 31.27% 34.43%
Number of daily rates quoted 890 653 992
Scotland median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - +7.14%
10th Percentile £225 £195 £220
90th Percentile £526 £500 £513
UK median daily rate £455 £444 £425
% change year-on-year +2.48% +4.35% +6.25%
Number of hourly rates quoted 45 38 56
Scotland median hourly rate £17.50 £34.00 £38.75
Median hourly rate % change year-on-year -48.53% -12.26% +87.29%
10th Percentile £10.60 £11.32 £13.10
90th Percentile £59.00 £52.17 £46.75
UK median hourly rate £22.50 £20.00 £21.34
% change year-on-year +12.50% -6.28% +16.14%

Enterprise Software
Job Vacancy Trend in Scotland

Job postings citing Enterprise Software as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Enterprise Software in Scotland

Enterprise Software
Contractor Daily Rate Trend in Scotland

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Enterprise Software in Scotland.

Contractor daily rate trend for Enterprise Software in Scotland

Enterprise Software
Contractor Daily Rate Histogram in Scotland

The daily rate distribution of IT jobs citing Enterprise Software in Scotland over the 6 months to 18 June 2018.

Contractor daily rate histogram for Enterprise Software in Scotland

Enterprise Software
Contractor Hourly Rate Trend in Scotland

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Enterprise Software in Scotland.

Contractor hourly rate trend for Enterprise Software in Scotland

Enterprise Software
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Enterprise Software within the Scotland region over the 6 months to 18 June 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +2 47 £400 +6.67% 10
Edinburgh -21 26 £375 -3.23% 10
West Lothian +2 2 £275 -
Stirling - 2 - -
Enterprise Software
UK

For the 6 months to 18 June 2018, IT contractor jobs citing Enterprise Software also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Scotland region with a requirement for Enterprise Software.

1 58 (75.32%) Agile Software Development
2 35 (45.45%) JavaScript
3 33 (42.86%) Java
4 30 (38.96%) Scrum
5 28 (36.36%) .NET
6 26 (33.77%) HTML
7 23 (29.87%) Kanban
7 23 (29.87%) REST
8 22 (28.57%) CSS
8 22 (28.57%) Python
9 21 (27.27%) C#
10 16 (20.78%) ASP.NET
11 14 (18.18%) SQL Server
11 14 (18.18%) Microsoft
12 13 (16.88%) CRM
12 13 (16.88%) Linux
12 13 (16.88%) Finance
13 12 (15.58%) Spring
13 12 (15.58%) AngularJS
14 11 (14.29%) Microsoft Azure
14 11 (14.29%) Oracle
14 11 (14.29%) SQL
14 11 (14.29%) Dynamics CRM
15 10 (12.99%) Visual Studio
15 10 (12.99%) Unix
15 10 (12.99%) Test Automation
15 10 (12.99%) Big Data
16 9 (11.69%) Analytics
16 9 (11.69%) Kafka
16 9 (11.69%) Ansible

Enterprise Software
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 8 (10.39%) Confluence
2 7 (9.09%) Apache
3 5 (6.49%) Apache Spark
4 4 (5.19%) Oracle SOA Suite
5 3 (3.90%) Tomcat
6 2 (2.60%) JBoss
6 2 (2.60%) Umbraco
7 1 (1.30%) MS Exchange
7 1 (1.30%) WebSphere
Applications
1 3 (3.90%) Microsoft PowerPoint
1 3 (3.90%) MS Visio
Business Applications
1 11 (14.29%) Dynamics CRM
Cloud Services
1 11 (14.29%) Microsoft Azure
2 8 (10.39%) Dynamics 365
3 7 (9.09%) PaaS
4 4 (5.19%) OpenShift
5 3 (3.90%) Amazon AWS
6 2 (2.60%) npm
6 2 (2.60%) Office 365
Communications & Networking
1 1 (1.30%) HTTP
1 1 (1.30%) Internet
1 1 (1.30%) SAN
Database & Business Intelligence
1 14 (18.18%) SQL Server
2 10 (12.99%) Big Data
3 8 (10.39%) Hadoop
4 7 (9.09%) Power BI
5 5 (6.49%) Apache Zeppelin
5 5 (6.49%) MySQL
5 5 (6.49%) NoSQL
5 5 (6.49%) Relational Database
6 4 (5.19%) MongoDB
7 3 (3.90%) Apache Cassandra
7 3 (3.90%) Oracle Database
7 3 (3.90%) SQL Server Reporting Services
8 2 (2.60%) SQL Server 2014
9 1 (1.30%) Impala
9 1 (1.30%) PostgreSQL
9 1 (1.30%) SQLite
Development Applications
1 10 (12.99%) Visual Studio
2 9 (11.69%) Git (software)
3 8 (10.39%) JIRA
4 6 (7.79%) Team Foundation Server
5 5 (6.49%) Jenkins
6 4 (5.19%) TeamCity
7 2 (2.60%) Artifactory
7 2 (2.60%) gulp
7 2 (2.60%) Maven
7 2 (2.60%) Oracle Forms
7 2 (2.60%) Subversion
7 2 (2.60%) webpack
7 2 (2.60%) Zephyr
8 1 (1.30%) Ant
8 1 (1.30%) Eclipse
8 1 (1.30%) FishEye
8 1 (1.30%) Xcode
General
1 13 (16.88%) Finance
2 4 (5.19%) Back Office
3 3 (3.90%) Financial Institution
4 2 (2.60%) Billing
4 2 (2.60%) Games
5 1 (1.30%) Advertising
Job Titles
1 39 (50.65%) Developer
2 12 (15.58%) Architect
3 10 (12.99%) .NET Developer
4 9 (11.69%) CRM Developer
4 9 (11.69%) Senior Developer
4 9 (11.69%) Solutions Architect
5 7 (9.09%) Designer
6 6 (7.79%) Analyst
6 6 (7.79%) Java Developer
6 6 (7.79%) Solutions Designer
7 5 (6.49%) Applications Developer
7 5 (6.49%) Dynamics CRM Developer
7 5 (6.49%) Python Developer
7 5 (6.49%) Technical Architect
8 4 (5.19%) Java Architect
9 3 (3.90%) .NET Applications Developer
9 3 (3.90%) Java Applications Developer
9 3 (3.90%) JavaScript Developer
9 3 (3.90%) Linux Engineer
9 3 (3.90%) Web Architect
Libraries, Frameworks & Software Standards
1 28 (36.36%) .NET
2 26 (33.77%) HTML
3 23 (29.87%) REST
4 22 (28.57%) CSS
5 16 (20.78%) ASP.NET
6 12 (15.58%) AngularJS
6 12 (15.58%) Spring
7 9 (11.69%) jQuery
7 9 (11.69%) Kafka
8 8 (10.39%) Hibernate
9 7 (9.09%) HTML5
9 7 (9.09%) J2EE
10 6 (7.79%) Node.js
10 6 (7.79%) RESTful
10 6 (7.79%) Web Services
11 5 (6.49%) Angular 2
11 5 (6.49%) CSS3
11 5 (6.49%) Middleware
11 5 (6.49%) SOAP
12 4 (5.19%) ASP.NET MVC
Miscellaneous
1 5 (6.49%) Computer Science
2 4 (5.19%) Analytical Skills
2 4 (5.19%) Linux Command Line
2 4 (5.19%) Mobile App
3 3 (3.90%) Cyberthreat
3 3 (3.90%) Greenfield Project
3 3 (3.90%) iPad
3 3 (3.90%) Wiki
4 2 (2.60%) Mainframe
4 2 (2.60%) Private Cloud
5 1 (1.30%) Cyberattack
5 1 (1.30%) Hybrid Cloud
Operating Systems
1 13 (16.88%) Linux
2 10 (12.99%) Unix
3 7 (9.09%) Red Hat Enterprise Linux
4 3 (3.90%) Windows
5 1 (1.30%) Apple iOS
5 1 (1.30%) Windows 10
Processes & Methodologies
1 58 (75.32%) Agile Software Development
2 30 (38.96%) Scrum
3 23 (29.87%) Kanban
4 13 (16.88%) CRM
5 10 (12.99%) Test Automation
6 9 (11.69%) Analytics
6 9 (11.69%) Continuous Integration
6 9 (11.69%) Data Modelling
6 9 (11.69%) DevOps
6 9 (11.69%) Microservices
7 7 (9.09%) Business Intelligence
7 7 (9.09%) Case Management
7 7 (9.09%) Digital Transformation Programme
7 7 (9.09%) OO
7 7 (9.09%) Waterfall
8 6 (7.79%) Collaborative Working
8 6 (7.79%) Continuous Delivery
8 6 (7.79%) SOA
8 6 (7.79%) Software Architecture
8 6 (7.79%) TDD
Programming Languages
1 35 (45.45%) JavaScript
2 33 (42.86%) Java
3 22 (28.57%) Python
4 21 (27.27%) C#
5 11 (14.29%) SQL
6 9 (11.69%) Scala
7 8 (10.39%) PHP
8 4 (5.19%) Bash Shell
8 4 (5.19%) Go
9 3 (3.90%) Java 8
9 3 (3.90%) PL/SQL
10 2 (2.60%) ES6
10 2 (2.60%) Perl
11 1 (1.30%) Apple Swift
11 1 (1.30%) Objective-C
11 1 (1.30%) T-SQL
Qualifications
1 7 (9.09%) Degree
2 3 (3.90%) BPSS Clearance
3 2 (2.60%) CCNP
3 2 (2.60%) Cisco Certification
4 1 (1.30%) Computer Science Degree
4 1 (1.30%) MBA
4 1 (1.30%) MCTS
4 1 (1.30%) Microsoft Certification
Quality Assurance & Compliance
1 3 (3.90%) QA
2 2 (2.60%) Disclosure Scotland
System Software
1 4 (5.19%) Docker
2 3 (3.90%) Active Directory
3 2 (2.60%) VMware Infrastructure
4 1 (1.30%) BitLocker
4 1 (1.30%) vCloud
Systems Management
1 9 (11.69%) Ansible
2 5 (6.49%) Kibana
2 5 (6.49%) SELinux
3 4 (5.19%) HP Quality Center
3 4 (5.19%) Puppet
4 3 (3.90%) Kubernetes
5 2 (2.60%) HP ALM
5 2 (2.60%) Opscode Chef
5 2 (2.60%) Red Hat Satellite
6 1 (1.30%) Hyperic
6 1 (1.30%) PingFederate
6 1 (1.30%) SCCM
6 1 (1.30%) SCOM
6 1 (1.30%) SCVMM
6 1 (1.30%) vCenter Server
6 1 (1.30%) vRealize
Vendors
1 14 (18.18%) Microsoft
2 11 (14.29%) Oracle
3 6 (7.79%) Atlassian
3 6 (7.79%) Splunk
4 5 (6.49%) Perforce
5 3 (3.90%) VMware
6 2 (2.60%) Capita
6 2 (2.60%) HP
6 2 (2.60%) Red Hat
7 1 (1.30%) Brocade
7 1 (1.30%) Cisco
7 1 (1.30%) EMC
7 1 (1.30%) Google
7 1 (1.30%) Ping Identity
7 1 (1.30%) Twitter