Period
to 19 January 2019

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 January 2019 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 Jan 2019
Same period 2018 Same period 2017
Rank 33 40 26
Rank change year-on-year +7 -14 +12
Contract jobs citing Relational Database 89 55 67
As % of all contract IT jobs advertised in Glasgow 5.72% 4.74% 6.27%
As % of the Database & Business Intelligence category 23.24% 20.07% 23.10%
Number of daily rates quoted 44 21 23
Glasgow median daily rate £438 £400 £388
Median daily rate % change year-on-year +9.38% +3.23% +10.71%
10th Percentile £341 £350 £311
90th Percentile £538 £450 £438
Scotland median daily rate £419 £400 £363
% change year-on-year +4.69% +10.34% -6.45%
Number of hourly rates quoted 0 2 1
Glasgow median hourly rate - £24.00 £15.89
Median hourly rate % change year-on-year - +51.04% -
Scotland median hourly rate - £24.00 £52.00
% change year-on-year - -53.85% -

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 383 274 290
As % of all contract IT jobs advertised in Glasgow 24.60% 23.62% 27.15%
Number of daily rates quoted 240 166 140
Glasgow median daily rate £400 £375 £363
Median daily rate % change year-on-year +6.67% +3.45% +7.41%
10th Percentile £310 £263 £261
90th Percentile £538 £500 £475
Scotland median daily rate £400 £388 £350
% change year-on-year +3.23% +10.71% -6.67%
Number of hourly rates quoted 3 4 6
Glasgow median hourly rate £12.50 £18.83 £17.32
Median hourly rate % change year-on-year -33.60% +8.69% -44.05%
10th Percentile £12.25 £11.59 £14.74
90th Percentile £12.75 £25.00 £31.54
Scotland median hourly rate £14.00 £24.00 £42.00
% change year-on-year -41.67% -42.86% +68.00%

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 January 2019.

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 January 2019, 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 69 (77.53%) SQL
2 61 (68.54%) Oracle
3 57 (64.04%) Agile Software Development
4 47 (52.81%) Java
5 41 (46.07%) RDBMS
6 34 (38.20%) SQL Server
6 34 (38.20%) Jenkins
7 31 (34.83%) Linux
7 31 (34.83%) Spring
8 29 (32.58%) Finance
9 25 (28.09%) Perl
10 24 (26.97%) Sybase
11 23 (25.84%) Python
11 23 (25.84%) Software Engineering
12 22 (24.72%) AngularJS
12 22 (24.72%) DevOps
13 20 (22.47%) Hadoop
14 19 (21.35%) JavaScript
15 17 (19.10%) DB2
15 17 (19.10%) Windows
15 17 (19.10%) Microsoft
15 17 (19.10%) Git (software)
15 17 (19.10%) Data Protection
16 16 (17.98%) Ruby
16 16 (17.98%) Test Automation
16 16 (17.98%) Bash Shell
16 16 (17.98%) GDPR
17 15 (16.85%) IT Strategy
17 15 (16.85%) Terraform
17 15 (16.85%) Data Loss Prevention

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 5 (5.62%) Mule
1 5 (5.62%) Mule ESB
2 4 (4.49%) JBoss
2 4 (4.49%) Oracle Application Server
3 1 (1.12%) Apache
3 1 (1.12%) Apache Qpid
3 1 (1.12%) Confluence
3 1 (1.12%) nginx
3 1 (1.12%) Oracle SOA Suite
Applications
1 2 (2.25%) Microsoft Excel
1 2 (2.25%) Microsoft PowerPoint
2 1 (1.12%) Microsoft Office
Business Applications
1 1 (1.12%) Magento
1 1 (1.12%) Oracle Financials
Cloud Services
1 15 (16.85%) GitHub
2 9 (10.11%) Amazon AWS
3 7 (7.87%) SaaS
4 4 (4.49%) Microsoft Azure
5 2 (2.25%) Yarn
Communications & Networking
1 7 (7.87%) AMQP
2 4 (4.49%) Internet
3 1 (1.12%) HTTP
3 1 (1.12%) NAS
Database & Business Intelligence
1 41 (46.07%) RDBMS
2 34 (38.20%) SQL Server
3 20 (22.47%) Hadoop
4 17 (19.10%) DB2
5 15 (16.85%) ArangoDB
5 15 (16.85%) Neo4j
6 11 (12.36%) Oracle Database
7 9 (10.11%) Big Data
7 9 (10.11%) Pentaho
8 8 (8.99%) MySQL
9 7 (7.87%) Data Warehouse
10 5 (5.62%) Oracle Database 10g
10 5 (5.62%) Oracle Database 11g
11 3 (3.37%) MongoDB
11 3 (3.37%) NoSQL
11 3 (3.37%) Oracle Database 12c
11 3 (3.37%) SQL Server Integration Services
12 2 (2.25%) BusinessObjects
12 2 (2.25%) BusinessObjects Web Intelligence
12 2 (2.25%) Redis
Development Applications
1 34 (38.20%) Jenkins
2 17 (19.10%) Git (software)
3 13 (14.61%) Maven
4 10 (11.24%) Gradle
5 7 (7.87%) JIRA
5 7 (7.87%) JUnit
6 6 (6.74%) Cucumber
7 5 (5.62%) Bitbucket
7 5 (5.62%) IntelliJ
7 5 (5.62%) Subversion
8 4 (4.49%) Hudson
8 4 (4.49%) Selenium
9 3 (3.37%) Bugzilla
9 3 (3.37%) Eclipse
9 3 (3.37%) Grunt
9 3 (3.37%) TeamCity
10 2 (2.25%) Appium
10 2 (2.25%) Calabash
10 2 (2.25%) Gatling
10 2 (2.25%) Karma Test Runner
General
1 29 (32.58%) Finance
2 9 (10.11%) Banking
3 3 (3.37%) Investment Banking
4 1 (1.12%) Marketing
4 1 (1.12%) Retail
Job Titles
1 42 (47.19%) Developer
2 24 (26.97%) Java Developer
3 11 (12.36%) DevOps Engineer
4 9 (10.11%) DBA
5 7 (7.87%) Java Engineer
6 5 (5.62%) Angular Developer
6 5 (5.62%) Consultant
6 5 (5.62%) Integration Consultant
6 5 (5.62%) Java Consultant
6 5 (5.62%) Java Integration Consultant
6 5 (5.62%) Oracle DBA
6 5 (5.62%) Senior Developer
6 5 (5.62%) Software Engineer
7 4 (4.49%) Full Stack Developer
7 4 (4.49%) Java Software Engineer
7 4 (4.49%) Oracle Developer
7 4 (4.49%) Python Developer
8 3 (3.37%) Automation Tester
8 3 (3.37%) DB2 DBA
8 3 (3.37%) Senior Java Consultant
Libraries, Frameworks & Software Standards
1 31 (34.83%) Spring
2 22 (24.72%) AngularJS
3 13 (14.61%) JSON
3 13 (14.61%) SOAP
4 11 (12.36%) HTML
4 11 (12.36%) REST
5 10 (11.24%) XML
6 9 (10.11%) J2EE
6 9 (10.11%) JMS
7 8 (8.99%) Hibernate
7 8 (8.99%) RabbitMQ
7 8 (8.99%) Web Services
8 7 (7.87%) OAuth
8 7 (7.87%) OAuth2
8 7 (7.87%) OpenID
8 7 (7.87%) Spring Integration
9 6 (6.74%) CSS
9 6 (6.74%) HTML5
10 5 (5.62%) Apache Camel
10 5 (5.62%) Drools
Miscellaneous
1 11 (12.36%) Cyberthreat
2 7 (7.87%) Analytical Skills
3 6 (6.74%) Greenfield Project
4 5 (5.62%) Cloud Native
4 5 (5.62%) Private Cloud
5 3 (3.37%) AS400
5 3 (3.37%) Derivative
5 3 (3.37%) Enterprise Software
5 3 (3.37%) Virtual Team
6 2 (2.25%) Management Information System
6 2 (2.25%) Self-Motivation
7 1 (1.12%) Algorithms
7 1 (1.12%) Blog
7 1 (1.12%) Clustering
7 1 (1.12%) Data Structures
7 1 (1.12%) Equity Derivative
7 1 (1.12%) NHS
7 1 (1.12%) OTC Derivatives
7 1 (1.12%) Replication
7 1 (1.12%) User Experience
Operating Systems
1 31 (34.83%) Linux
2 17 (19.10%) Windows
3 15 (16.85%) Unix
4 2 (2.25%) AIX
4 2 (2.25%) Tru64
5 1 (1.12%) Mac OS X
5 1 (1.12%) Windows Server
Processes & Methodologies
1 57 (64.04%) Agile Software Development
2 23 (25.84%) Software Engineering
3 22 (24.72%) DevOps
4 17 (19.10%) Data Protection
5 16 (17.98%) Test Automation
6 15 (16.85%) Cryptography
6 15 (16.85%) Cybersecurity
6 15 (16.85%) Data Encryption
6 15 (16.85%) Data Loss Prevention
6 15 (16.85%) DRM
6 15 (16.85%) IT Strategy
6 15 (16.85%) Site Reliability Engineering
7 14 (15.73%) OO
7 14 (15.73%) Security Operations
8 13 (14.61%) Scrum
9 12 (13.48%) ETL
9 12 (13.48%) Infrastructure Engineering
10 10 (11.24%) Continuous Delivery
11 9 (10.11%) Continuous Integration
11 9 (10.11%) Problem-Solving
Programming Languages
1 69 (77.53%) SQL
2 47 (52.81%) Java
3 25 (28.09%) Perl
4 23 (25.84%) Python
5 19 (21.35%) JavaScript
6 16 (17.98%) Bash Shell
6 16 (17.98%) Ruby
7 15 (16.85%) Go
8 6 (6.74%) PL/SQL
9 5 (5.62%) R
9 5 (5.62%) Scala
10 4 (4.49%) Shell Script
11 3 (3.37%) Java 8
11 3 (3.37%) T-SQL
12 2 (2.25%) C#
13 1 (1.12%) C++
Qualifications
1 15 (16.85%) CISM
1 15 (16.85%) CISSP
2 7 (7.87%) Computer Science Degree
2 7 (7.87%) Degree
3 1 (1.12%) ISTQB
3 1 (1.12%) ISTQB Foundation Certification
3 1 (1.12%) Master's Degree
3 1 (1.12%) MCDBA
3 1 (1.12%) MCITP
3 1 (1.12%) MCTS
3 1 (1.12%) Microsoft Certification
Quality Assurance & Compliance
1 16 (17.98%) GDPR
2 15 (16.85%) FINRA
3 6 (6.74%) QA
4 1 (1.12%) PMO
System Software
1 2 (2.25%) Docker
1 2 (2.25%) Oracle RAC
2 1 (1.12%) Active Directory
2 1 (1.12%) Varnish
Systems Management
1 15 (16.85%) Terraform
2 2 (2.25%) Control-M
2 2 (2.25%) Enterprise Manager Cloud Control
2 2 (2.25%) Oracle RMAN
3 1 (1.12%) Ansible
3 1 (1.12%) Kubernetes
3 1 (1.12%) Nagios
3 1 (1.12%) Opscode Chef
3 1 (1.12%) Puppet
Vendors
1 61 (68.54%) Oracle
2 24 (26.97%) Sybase
3 17 (19.10%) Microsoft
4 15 (16.85%) Cloudera
4 15 (16.85%) Hortonworks
4 15 (16.85%) McAfee
4 15 (16.85%) Symantec
4 15 (16.85%) Varonis
5 8 (8.99%) IBM
6 4 (4.49%) Informatica
7 3 (3.37%) Charles River
8 2 (2.25%) MicroStrategy
8 2 (2.25%) SAP
8 2 (2.25%) Tableau
9 1 (1.12%) Perforce
9 1 (1.12%) Twitter