Period
to 19 April 2018

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Relational Database skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Relational Database over the 6 months to 19 April 2018 with a comparison to the same period in 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.

Relational Database
Scotland > Glasgow
6 months to
19 Apr 2018
Same period 2017 Same period 2016
Rank 44 28 35
Rank change year-on-year -16 +7 +4
Contract jobs citing Relational Database 65 70 57
As % of all contract IT jobs advertised in Glasgow 4.62% 6.56% 4.34%
As % of the Database & Business Intelligence category 18.62% 25.27% 20.07%
Number of daily rates quoted 25 25 35
Glasgow median daily rate £400 £400 £370
Median daily rate % change year-on-year - +8.11% -12.94%
10th Percentile £356 £313 £223
90th Percentile £450 £460 £438
Scotland median daily rate £400 £375 £409
% change year-on-year +6.67% -8.26% -2.68%
Number of hourly rates quoted 0 1 0
Glasgow median hourly rate - £15.89 -
Scotland median hourly rate - £52.00 -

Relational Database is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Glasgow with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Glasgow
Contract vacancies with a requirement for database or business intelligence skills 349 277 284
As % of all contract IT jobs advertised in Glasgow 24.80% 25.96% 21.65%
Number of daily rates quoted 211 141 166
Glasgow median daily rate £390 £363 £350
Median daily rate % change year-on-year +7.59% +3.57% -
10th Percentile £290 £263 £222
90th Percentile £500 £475 £438
Scotland median daily rate £400 £363 £375
% change year-on-year +10.34% -3.33% -
Number of hourly rates quoted 1 6 1
Glasgow median hourly rate £10.00 £17.32 £49.41
Median hourly rate % change year-on-year -42.26% -64.95% +93.76%
Scotland median hourly rate £42.00 £40.25 £18.75
% change year-on-year +4.35% +114.67% -42.31%

Relational Database
Job Vacancy Trend in Glasgow

Job postings citing Relational Database as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Relational Database in Glasgow

Relational Database
Contractor Daily Rate Trend in Glasgow

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Relational Database in Glasgow.

Contractor daily rate trend for Relational Database in Glasgow

Relational Database
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Relational Database in Glasgow over the 6 months to 19 April 2018.

Contractor daily rate histogram for Relational Database in Glasgow

Relational Database
Contractor Hourly Rate Trend in Glasgow

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Relational Database in Glasgow.

Contractor hourly rate trend for Relational Database in Glasgow

For the 6 months to 19 April 2018, IT contractor jobs citing Relational Database 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 Glasgow region with a requirement for Relational Database.

1 40 (61.54%) Java
2 34 (52.31%) RDBMS
3 32 (49.23%) Agile Software Development
4 30 (46.15%) Linux
4 30 (46.15%) SQL
5 27 (41.54%) Oracle
6 23 (35.38%) OO
7 21 (32.31%) Python
8 19 (29.23%) Problem-Solving
9 17 (26.15%) Finance
10 16 (24.62%) Unix
10 16 (24.62%) SDLC
11 15 (23.08%) JavaScript
12 14 (21.54%) OOD
12 14 (21.54%) AngularJS
12 14 (21.54%) Analytical Skills
13 13 (20.00%) Spring
13 13 (20.00%) Computer Science
14 12 (18.46%) Unit Testing
14 12 (18.46%) Git (software)
14 12 (18.46%) SQL Server
14 12 (18.46%) XML
15 11 (16.92%) Perl
15 11 (16.92%) SOA
16 10 (15.38%) C++
16 10 (15.38%) Waterfall
16 10 (15.38%) Oracle SOA Suite
16 10 (15.38%) JSON
17 9 (13.85%) Degree
17 9 (13.85%) REST

Relational Database
Co-occurring IT Skills in Glasgow 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 10 (15.38%) Oracle SOA Suite
2 5 (7.69%) Confluence
3 4 (6.15%) Umbraco
3 4 (6.15%) WebLogic
4 1 (1.54%) Drupal
4 1 (1.54%) Jetty
4 1 (1.54%) SAS
4 1 (1.54%) SharePoint
4 1 (1.54%) SharePoint 2010
4 1 (1.54%) SharePoint 2013
4 1 (1.54%) Tomcat
Applications
1 2 (3.08%) Microsoft Excel
1 2 (3.08%) Microsoft PowerPoint
1 2 (3.08%) Microsoft Project
Cloud Services
1 7 (10.77%) Amazon AWS
2 5 (7.69%) GitHub
2 5 (7.69%) Microsoft Azure
3 4 (6.15%) AWS CloudFormation
4 1 (1.54%) Office 365
Communications & Networking
1 9 (13.85%) HTTP
2 6 (9.23%) Reverse Proxy
3 5 (7.69%) DNS
3 5 (7.69%) SSL
3 5 (7.69%) TCP/IP
4 2 (3.08%) LAN
4 2 (3.08%) SAN
4 2 (3.08%) WAN
Database & Business Intelligence
1 34 (52.31%) RDBMS
2 12 (18.46%) SQL Server
3 8 (12.31%) Oracle Database
3 8 (12.31%) Oracle Database 11g
4 7 (10.77%) DB2
4 7 (10.77%) Hadoop
5 5 (7.69%) Oracle Database 10g
6 3 (4.62%) Data Warehouse
6 3 (4.62%) SQL Server Integration Services
7 2 (3.08%) Big Data
7 2 (3.08%) MySQL
7 2 (3.08%) NoSQL
7 2 (3.08%) PowerCenter
7 2 (3.08%) QlikView
7 2 (3.08%) SQL Server 2008
8 1 (1.54%) Pentaho
Development Applications
1 12 (18.46%) Git (software)
2 8 (12.31%) Jenkins
3 5 (7.69%) Grunt
3 5 (7.69%) gulp
3 5 (7.69%) JIRA
4 4 (6.15%) Gradle
4 4 (6.15%) Maven
4 4 (6.15%) Visual Studio
5 3 (4.62%) Hudson
6 2 (3.08%) ClearCase
6 2 (3.08%) Eclipse
6 2 (3.08%) JUnit
6 2 (3.08%) MagicDraw
6 2 (3.08%) Subversion
7 1 (1.54%) Ant
7 1 (1.54%) Cucumber
7 1 (1.54%) GitLab
7 1 (1.54%) Mockito
7 1 (1.54%) NUnit
7 1 (1.54%) Team Foundation Server
General
1 17 (26.15%) Finance
2 3 (4.62%) Banking
2 3 (4.62%) Investment Banking
2 3 (4.62%) Retail
Job Titles
1 43 (66.15%) Developer
2 17 (26.15%) Java Developer
3 12 (18.46%) Python Developer
4 6 (9.23%) JavaScript Developer
5 5 (7.69%) DevOps Engineer
5 5 (7.69%) Senior Developer
6 4 (6.15%) DBA
6 4 (6.15%) Designer
6 4 (6.15%) Infrastructure Engineer
6 4 (6.15%) Solutions Designer
7 3 (4.62%) Consultant
7 3 (4.62%) Core Java Developer
7 3 (4.62%) Node.js Developer
7 3 (4.62%) Senior JavaScript Developer
7 3 (4.62%) Umbraco Developer
8 2 (3.08%) Agile Developer
8 2 (3.08%) Cloud Developer
8 2 (3.08%) DB2 Developer
8 2 (3.08%) Infrastructure Operations Engineer
8 2 (3.08%) SAN Storage Engineer
Libraries, Frameworks & Software Standards
1 14 (21.54%) AngularJS
2 13 (20.00%) Spring
3 12 (18.46%) XML
4 10 (15.38%) JSON
5 9 (13.85%) REST
5 9 (13.85%) SOAP
6 8 (12.31%) CSS
6 8 (12.31%) HTML
6 8 (12.31%) Java EE
6 8 (12.31%) Web Services
7 7 (10.77%) Node.js
8 6 (9.23%) .NET
8 6 (9.23%) HTML5
9 5 (7.69%) CSS3
9 5 (7.69%) Django
9 5 (7.69%) Hibernate
10 4 (6.15%) jQuery
10 4 (6.15%) RESTful
11 3 (4.62%) J2EE
11 3 (4.62%) JSP
Miscellaneous
1 14 (21.54%) Analytical Skills
2 13 (20.00%) Computer Science
3 7 (10.77%) Derivative
4 6 (9.23%) Credit Risk
4 6 (9.23%) Data Centre
5 3 (4.62%) OTC Derivatives
5 3 (4.62%) Replication
6 2 (3.08%) Equities
6 2 (3.08%) Greenfield Project
6 2 (3.08%) IBM XIV
6 2 (3.08%) Market Risk
6 2 (3.08%) NHS
6 2 (3.08%) User Experience
7 1 (1.54%) Data Structures
7 1 (1.54%) Management Information System
7 1 (1.54%) Mobile App
7 1 (1.54%) Self-Motivation
Operating Systems
1 30 (46.15%) Linux
2 16 (24.62%) Unix
3 3 (4.62%) AIX
3 3 (4.62%) Mac OS X
4 2 (3.08%) Red Hat Enterprise Linux
4 2 (3.08%) Solaris
4 2 (3.08%) SUSE
4 2 (3.08%) Windows
Processes & Methodologies
1 32 (49.23%) Agile Software Development
2 23 (35.38%) OO
3 19 (29.23%) Problem-Solving
4 16 (24.62%) SDLC
5 14 (21.54%) OOD
6 12 (18.46%) Unit Testing
7 11 (16.92%) SOA
8 10 (15.38%) Waterfall
9 8 (12.31%) Project Management
10 7 (10.77%) Business Continuity
10 7 (10.77%) Scrum
10 7 (10.77%) Web Development
11 6 (9.23%) MVC
12 5 (7.69%) Configuration Management
12 5 (7.69%) Continuous Integration
12 5 (7.69%) ETL
12 5 (7.69%) OOP
12 5 (7.69%) Software Engineering
12 5 (7.69%) Stakeholder Management
12 5 (7.69%) Use Case
Programming Languages
1 40 (61.54%) Java
2 30 (46.15%) SQL
3 21 (32.31%) Python
4 15 (23.08%) JavaScript
5 11 (16.92%) Perl
6 10 (15.38%) C++
7 4 (6.15%) PowerShell
8 3 (4.62%) PL/SQL
9 2 (3.08%) C
10 1 (1.54%) C#
10 1 (1.54%) Shell Script
10 1 (1.54%) T-SQL
10 1 (1.54%) TypeScript
Qualifications
1 9 (13.85%) Degree
2 5 (7.69%) Computer Science Degree
3 2 (3.08%) HND
Quality Assurance & Compliance
1 2 (3.08%) PMO
1 2 (3.08%) SLA
2 1 (1.54%) GDPR
System Software
1 2 (3.08%) Firmware
1 2 (3.08%) VMware Infrastructure
Systems Management
1 4 (6.15%) Ansible
2 1 (1.54%) Control-M
Vendors
1 27 (41.54%) Oracle
2 4 (6.15%) Capita
2 4 (6.15%) Microsoft
3 3 (4.62%) Informatica
3 3 (4.62%) Sybase
4 2 (3.08%) Brocade
4 2 (3.08%) IBM
4 2 (3.08%) MicroStrategy
4 2 (3.08%) VMware
5 1 (1.54%) Perforce