Period
to 18 July 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 18 July 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
18 Jul 2018
Same period 2017 Same period 2016
Rank 35 26 31
Rank change year-on-year -9 +5 +7
Contract jobs citing Relational Database 98 86 82
As % of all contract IT jobs advertised in Glasgow 5.59% 6.78% 6.34%
As % of the Database & Business Intelligence category 19.80% 26.38% 25.47%
Number of daily rates quoted 49 23 41
Glasgow median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +6.67%
10th Percentile £356 £330 £313
90th Percentile £538 £475 £525
Scotland median daily rate £406 £400 £420
% change year-on-year +1.56% -4.76% +12.00%
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
Scotland median hourly rate - £52.17 -

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 495 326 322
As % of all contract IT jobs advertised in Glasgow 28.22% 25.69% 24.88%
Number of daily rates quoted 278 154 187
Glasgow median daily rate £414 £375 £350
Median daily rate % change year-on-year +10.33% +7.14% -2.44%
10th Percentile £309 £290 £245
90th Percentile £550 £456 £450
Scotland median daily rate £400 £375 £375
% change year-on-year +6.67% - -
Number of hourly rates quoted 4 5 0
Glasgow median hourly rate £21.45 £190.00 -
Median hourly rate % change year-on-year -88.71% - -
Scotland median hourly rate £24.38 £43.39 £36.00
% change year-on-year -43.82% +20.53% +6.67%

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 18 July 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 18 July 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 60 (61.22%) SQL
2 54 (55.10%) Java
3 47 (47.96%) Agile Software Development
4 43 (43.88%) Oracle
5 40 (40.82%) Python
6 37 (37.76%) RDBMS
7 35 (35.71%) OO
8 34 (34.69%) Linux
9 30 (30.61%) Problem-Solving
10 28 (28.57%) Unix
10 28 (28.57%) Finance
11 23 (23.47%) Git (software)
11 23 (23.47%) Jenkins
12 20 (20.41%) Perl
12 20 (20.41%) Analytical Skills
13 19 (19.39%) C++
14 18 (18.37%) Spring
15 17 (17.35%) AngularJS
15 17 (17.35%) SQL Server
16 16 (16.33%) JavaScript
16 16 (16.33%) Scrum
17 15 (15.31%) Shell Script
17 15 (15.31%) SDLC
18 14 (14.29%) Hadoop
18 14 (14.29%) Maven
19 13 (13.27%) Computer Science
19 13 (13.27%) HTML
19 13 (13.27%) DB2
19 13 (13.27%) XML
20 12 (12.24%) JSON

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 8 (8.16%) Oracle SOA Suite
2 4 (4.08%) Confluence
2 4 (4.08%) Umbraco
3 3 (3.06%) Tomcat
4 2 (2.04%) Apache Spark
4 2 (2.04%) WebLogic
5 1 (1.02%) Apache Airflow
5 1 (1.02%) Drupal
5 1 (1.02%) GemFire
5 1 (1.02%) Jetty
Cloud Services
1 9 (9.18%) Amazon AWS
2 8 (8.16%) Microsoft Azure
3 7 (7.14%) GitHub
4 2 (2.04%) AWS CloudFormation
5 1 (1.02%) Amazon S3
Communications & Networking
1 3 (3.06%) Reverse Proxy
2 2 (2.04%) DNS
2 2 (2.04%) HTTP
2 2 (2.04%) SSL
2 2 (2.04%) TCP/IP
3 1 (1.02%) Internet
3 1 (1.02%) PuTTY
Database & Business Intelligence
1 37 (37.76%) RDBMS
2 17 (17.35%) SQL Server
3 14 (14.29%) Hadoop
4 13 (13.27%) DB2
5 10 (10.20%) Oracle Database
6 7 (7.14%) NoSQL
7 6 (6.12%) Ingres
8 5 (5.10%) MongoDB
8 5 (5.10%) Pentaho
9 4 (4.08%) ArangoDB
9 4 (4.08%) Big Data
9 4 (4.08%) Data Warehouse
9 4 (4.08%) Neo4j
9 4 (4.08%) Oracle Database 10g
9 4 (4.08%) Oracle Database 11g
9 4 (4.08%) Oracle Database 12c
9 4 (4.08%) Oracle Reports
9 4 (4.08%) SQL Server Integration Services
10 2 (2.04%) MySQL
10 2 (2.04%) PowerCenter
Development Applications
1 23 (23.47%) Git (software)
1 23 (23.47%) Jenkins
2 14 (14.29%) Maven
3 8 (8.16%) Gradle
4 7 (7.14%) JIRA
5 5 (5.10%) Cucumber
5 5 (5.10%) Grunt
5 5 (5.10%) gulp
5 5 (5.10%) Hudson
6 4 (4.08%) Oracle Forms
6 4 (4.08%) Subversion
7 3 (3.06%) Ant
7 3 (3.06%) Eclipse
7 3 (3.06%) JUnit
7 3 (3.06%) MagicDraw
7 3 (3.06%) Selenium
7 3 (3.06%) Visual Studio
8 2 (2.04%) ClearCase
8 2 (2.04%) FitNesse
8 2 (2.04%) IntelliJ
General
1 28 (28.57%) Finance
2 5 (5.10%) Banking
3 4 (4.08%) Legal
4 3 (3.06%) Investment Banking
4 3 (3.06%) Retail
5 1 (1.02%) Financial Institution
5 1 (1.02%) Games
5 1 (1.02%) Private Banking
Job Titles
1 76 (77.55%) Developer
2 27 (27.55%) Java Developer
3 22 (22.45%) Python Developer
4 8 (8.16%) JavaScript Developer
5 6 (6.12%) Core Java Developer
5 6 (6.12%) Oracle Developer
5 6 (6.12%) Senior Developer
5 6 (6.12%) SQL Developer
6 5 (5.10%) Infrastructure Engineer
6 5 (5.10%) Senior JavaScript Developer
7 4 (4.08%) .NET Developer
7 4 (4.08%) DevOps Engineer
7 4 (4.08%) Web Developer
8 3 (3.06%) .NET Web Developer
8 3 (3.06%) Hadoop Developer
8 3 (3.06%) HTML Developer
8 3 (3.06%) Node.js Developer
8 3 (3.06%) Senior .NET Developer
8 3 (3.06%) Senior ASP.NET Developer
8 3 (3.06%) Senior Web Developer
Libraries, Frameworks & Software Standards
1 18 (18.37%) Spring
2 17 (17.35%) AngularJS
3 13 (13.27%) HTML
3 13 (13.27%) XML
4 12 (12.24%) JSON
5 10 (10.20%) SOAP
6 9 (9.18%) Hibernate
7 8 (8.16%) HTML5
7 8 (8.16%) Node.js
7 8 (8.16%) REST
8 7 (7.14%) .NET
8 7 (7.14%) CSS
9 5 (5.10%) CSS3
9 5 (5.10%) Django
9 5 (5.10%) J2EE
10 4 (4.08%) ASP.NET
11 3 (3.06%) jQuery
11 3 (3.06%) Spring Boot
12 2 (2.04%) Express
12 2 (2.04%) JPA
Miscellaneous
1 20 (20.41%) Analytical Skills
2 13 (13.27%) Computer Science
3 8 (8.16%) Derivative
4 7 (7.14%) Greenfield Project
5 5 (5.10%) OTC Derivatives
6 4 (4.08%) Credit Risk
6 4 (4.08%) Self-Motivation
7 3 (3.06%) Cyberthreat
7 3 (3.06%) User Experience
8 2 (2.04%) Cloud Native
8 2 (2.04%) Data Centre
8 2 (2.04%) NHS
8 2 (2.04%) Private Cloud
9 1 (1.02%) Data Structures
9 1 (1.02%) Management Information System
9 1 (1.02%) Market Risk
9 1 (1.02%) Mobile App
Operating Systems
1 34 (34.69%) Linux
2 28 (28.57%) Unix
3 6 (6.12%) Windows
4 1 (1.02%) AIX
Processes & Methodologies
1 47 (47.96%) Agile Software Development
2 35 (35.71%) OO
3 30 (30.61%) Problem-Solving
4 16 (16.33%) Scrum
5 15 (15.31%) SDLC
6 11 (11.22%) OOD
7 10 (10.20%) TDD
7 10 (10.20%) Unit Testing
8 9 (9.18%) DevOps
8 9 (9.18%) ETL
8 9 (9.18%) SOA
9 8 (8.16%) Low Latency
9 8 (8.16%) MVC
9 8 (8.16%) Stakeholder Management
9 8 (8.16%) Web Development
10 6 (6.12%) Cybersecurity
10 6 (6.12%) Software Engineering
11 5 (5.10%) API Development
11 5 (5.10%) Data Analysis
11 5 (5.10%) Data Protection
Programming Languages
1 60 (61.22%) SQL
2 54 (55.10%) Java
3 40 (40.82%) Python
4 20 (20.41%) Perl
5 19 (19.39%) C++
6 16 (16.33%) JavaScript
7 15 (15.31%) Shell Script
8 5 (5.10%) Bash Shell
8 5 (5.10%) PL/SQL
8 5 (5.10%) Ruby
9 4 (4.08%) C
9 4 (4.08%) Go
9 4 (4.08%) Ingres ABF
10 3 (3.06%) PowerShell
11 2 (2.04%) Java 8
11 2 (2.04%) R
12 1 (1.02%) C#
12 1 (1.02%) Jython
Qualifications
1 5 (5.10%) Degree
2 4 (4.08%) CISM
2 4 (4.08%) CISSP
3 3 (3.06%) Computer Science Degree
4 1 (1.02%) BPSS Clearance
4 1 (1.02%) DBS Check
4 1 (1.02%) Security Cleared
Quality Assurance & Compliance
1 4 (4.08%) FINRA
1 4 (4.08%) GDPR
2 2 (2.04%) PMO
System Software
1 2 (2.04%) HDFS
2 1 (1.02%) Virtual Servers
Systems Management
1 4 (4.08%) Terraform
2 3 (3.06%) Control-M
3 2 (2.04%) Ansible
Vendors
1 43 (43.88%) Oracle
2 8 (8.16%) Sybase
3 5 (5.10%) Informatica
4 4 (4.08%) Cloudera
4 4 (4.08%) Hortonworks
4 4 (4.08%) McAfee
4 4 (4.08%) Microsoft
4 4 (4.08%) Symantec
4 4 (4.08%) Varonis
5 2 (2.04%) MicroStrategy
5 2 (2.04%) Perforce
6 1 (1.02%) IBM
6 1 (1.02%) Sencha
6 1 (1.02%) Tableau