Period
to 20 September 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 20 September 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
20 Sep 2018
Same period 2017 Same period 2016
Rank 30 31 22
Rank change year-on-year +1 -9 +16
Contract jobs citing Relational Database 114 87 100
As % of all contract IT jobs advertised in Glasgow 6.51% 6.17% 7.65%
As % of the Database & Business Intelligence category 22.80% 22.89% 28.82%
Number of daily rates quoted 63 21 42
Glasgow median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +14.29%
10th Percentile £356 £356 £325
90th Percentile £538 £475 £473
Scotland median daily rate £425 £398 £398
% change year-on-year +6.92% - +6.00%
Number of hourly rates quoted 0 2 0
Glasgow median hourly rate - £24.00 -
Scotland median hourly rate - £24.00 -

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 500 380 347
As % of all contract IT jobs advertised in Glasgow 28.57% 26.95% 26.55%
Number of daily rates quoted 280 188 196
Glasgow median daily rate £425 £380 £350
Median daily rate % change year-on-year +11.84% +8.57% -
10th Percentile £318 £300 £237
90th Percentile £550 £500 £450
Scotland median daily rate £404 £388 £350
% change year-on-year +4.19% +10.71% -0.71%
Number of hourly rates quoted 4 8 1
Glasgow median hourly rate £21.45 £107.00 £44.50
Median hourly rate % change year-on-year -79.95% +140.45% +14.84%
10th Percentile £10.06 £12.77 £43.25
90th Percentile £34.63 £195.00 £45.75
Scotland median hourly rate £16.25 £43.39 £36.00
% change year-on-year -62.55% +20.53% +11.03%

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 20 September 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 20 September 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 83 (72.81%) SQL
2 65 (57.02%) Agile Software Development
3 64 (56.14%) Oracle
3 64 (56.14%) Java
4 42 (36.84%) Python
5 38 (33.33%) Finance
6 37 (32.46%) Linux
7 36 (31.58%) Jenkins
8 34 (29.82%) RDBMS
9 33 (28.95%) OO
10 29 (25.44%) Problem-Solving
11 27 (23.68%) Spring
11 27 (23.68%) SQL Server
12 25 (21.93%) Perl
12 25 (21.93%) Unix
12 25 (21.93%) Git (software)
13 21 (18.42%) Analytical Skills
14 20 (17.54%) AngularJS
14 20 (17.54%) DB2
15 19 (16.67%) Scrum
15 19 (16.67%) Software Engineering
16 18 (15.79%) Hadoop
17 17 (14.91%) Maven
17 17 (14.91%) C++
17 17 (14.91%) Shell Script
17 17 (14.91%) ETL
17 17 (14.91%) DevOps
18 16 (14.04%) Sybase
19 14 (12.28%) Windows
19 14 (12.28%) SOAP

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 3 (2.63%) Mule
1 3 (2.63%) Mule ESB
1 3 (2.63%) Oracle SOA Suite
2 2 (1.75%) Apache Spark
2 2 (1.75%) Confluence
2 2 (1.75%) Tomcat
3 1 (0.88%) Apache Airflow
3 1 (0.88%) GemFire
3 1 (0.88%) Umbraco
Cloud Services
1 13 (11.40%) GitHub
2 9 (7.89%) Amazon AWS
3 5 (4.39%) Microsoft Azure
3 5 (4.39%) SaaS
4 2 (1.75%) Yarn
5 1 (0.88%) Amazon S3
5 1 (0.88%) AWS CloudFormation
Communications & Networking
1 5 (4.39%) AMQP
2 2 (1.75%) HTTP
3 1 (0.88%) DNS
3 1 (0.88%) Internet
3 1 (0.88%) PuTTY
3 1 (0.88%) Reverse Proxy
3 1 (0.88%) SSL
3 1 (0.88%) TCP/IP
Database & Business Intelligence
1 34 (29.82%) RDBMS
2 27 (23.68%) SQL Server
3 20 (17.54%) DB2
4 18 (15.79%) Hadoop
5 12 (10.53%) ArangoDB
5 12 (10.53%) Neo4j
5 12 (10.53%) Oracle Database
6 11 (9.65%) Pentaho
7 8 (7.02%) Big Data
8 6 (5.26%) Ingres
8 6 (5.26%) MongoDB
8 6 (5.26%) NoSQL
9 5 (4.39%) Oracle Database 10g
9 5 (4.39%) Oracle Database 11g
10 4 (3.51%) Oracle Database 12c
10 4 (3.51%) Oracle Reports
10 4 (3.51%) SQL Server Integration Services
11 3 (2.63%) Data Warehouse
11 3 (2.63%) MySQL
12 2 (1.75%) Data Mining
Development Applications
1 36 (31.58%) Jenkins
2 25 (21.93%) Git (software)
3 17 (14.91%) Maven
4 10 (8.77%) JIRA
5 9 (7.89%) Gradle
6 7 (6.14%) Bitbucket
6 7 (6.14%) IntelliJ
7 6 (5.26%) Hudson
8 5 (4.39%) Cucumber
8 5 (4.39%) JUnit
9 4 (3.51%) Eclipse
9 4 (3.51%) Oracle Forms
9 4 (3.51%) Selenium
9 4 (3.51%) Subversion
10 3 (2.63%) Ant
10 3 (2.63%) FitNesse
10 3 (2.63%) MagicDraw
11 2 (1.75%) Grunt
11 2 (1.75%) Karma Test Runner
11 2 (1.75%) Visual Studio
General
1 38 (33.33%) Finance
2 7 (6.14%) Banking
3 4 (3.51%) Investment Banking
3 4 (3.51%) Legal
4 1 (0.88%) Financial Institution
4 1 (0.88%) Games
4 1 (0.88%) Private Banking
4 1 (0.88%) Retail
Job Titles
1 78 (68.42%) Developer
2 30 (26.32%) Java Developer
3 22 (19.30%) Python Developer
4 9 (7.89%) Oracle Developer
5 8 (7.02%) SQL Developer
6 7 (6.14%) Core Java Developer
6 7 (6.14%) DevOps Engineer
7 6 (5.26%) Software Engineer
8 5 (4.39%) Angular Developer
8 5 (4.39%) Consultant
8 5 (4.39%) Data Engineer
8 5 (4.39%) Infrastructure Engineer
9 4 (3.51%) .NET Developer
9 4 (3.51%) ASP.NET Developer
9 4 (3.51%) Full Stack Developer
9 4 (3.51%) Java Engineer
9 4 (3.51%) Java Software Engineer
9 4 (3.51%) JavaScript Developer
10 3 (2.63%) Senior .NET Web Developer
10 3 (2.63%) Senior Java Consultant
Libraries, Frameworks & Software Standards
1 27 (23.68%) Spring
2 20 (17.54%) AngularJS
3 14 (12.28%) JSON
3 14 (12.28%) SOAP
3 14 (12.28%) XML
4 11 (9.65%) Hibernate
4 11 (9.65%) HTML
5 7 (6.14%) Drools
5 7 (6.14%) REST
6 6 (5.26%) Django
6 6 (5.26%) HTML5
6 6 (5.26%) J2EE
6 6 (5.26%) JMS
7 5 (4.39%) .NET
7 5 (4.39%) OAuth
7 5 (4.39%) OAuth2
7 5 (4.39%) OpenID
7 5 (4.39%) RabbitMQ
7 5 (4.39%) Spring Integration
8 4 (3.51%) ASP.NET
Miscellaneous
1 21 (18.42%) Analytical Skills
2 10 (8.77%) Cyberthreat
3 9 (7.89%) Greenfield Project
4 8 (7.02%) Computer Science
4 8 (7.02%) Derivative
5 7 (6.14%) Cloud Native
5 7 (6.14%) Private Cloud
6 6 (5.26%) Self-Motivation
7 4 (3.51%) Credit Risk
8 3 (2.63%) OTC Derivatives
8 3 (2.63%) User Experience
9 1 (0.88%) Blog
9 1 (0.88%) Data Centre
9 1 (0.88%) Data Structures
9 1 (0.88%) Equity Derivative
9 1 (0.88%) NHS
Operating Systems
1 37 (32.46%) Linux
2 25 (21.93%) Unix
3 14 (12.28%) Windows
4 1 (0.88%) Mac OS X
Processes & Methodologies
1 65 (57.02%) Agile Software Development
2 33 (28.95%) OO
3 29 (25.44%) Problem-Solving
4 19 (16.67%) Scrum
4 19 (16.67%) Software Engineering
5 17 (14.91%) DevOps
5 17 (14.91%) ETL
6 14 (12.28%) Cybersecurity
6 14 (12.28%) Data Protection
7 13 (11.40%) SDLC
8 12 (10.53%) Cryptography
8 12 (10.53%) Data Encryption
8 12 (10.53%) Data Loss Prevention
8 12 (10.53%) DRM
8 12 (10.53%) Infrastructure Engineering
8 12 (10.53%) IT Strategy
8 12 (10.53%) Site Reliability Engineering
8 12 (10.53%) TDD
8 12 (10.53%) Test Automation
9 11 (9.65%) Web Development
Programming Languages
1 83 (72.81%) SQL
2 64 (56.14%) Java
3 42 (36.84%) Python
4 25 (21.93%) Perl
5 17 (14.91%) C++
5 17 (14.91%) Shell Script
6 13 (11.40%) Bash Shell
6 13 (11.40%) Ruby
7 12 (10.53%) Go
8 11 (9.65%) JavaScript
9 7 (6.14%) R
10 6 (5.26%) PL/SQL
11 4 (3.51%) Ingres ABF
12 3 (2.63%) C
12 3 (2.63%) PowerShell
12 3 (2.63%) Scala
13 2 (1.75%) C#
13 2 (1.75%) Java 8
14 1 (0.88%) Jython
14 1 (0.88%) T-SQL
Qualifications
1 12 (10.53%) CISM
1 12 (10.53%) CISSP
2 7 (6.14%) Computer Science Degree
2 7 (6.14%) Degree
3 1 (0.88%) BPSS Clearance
3 1 (0.88%) DBS Check
3 1 (0.88%) Security Cleared
Quality Assurance & Compliance
1 13 (11.40%) GDPR
2 12 (10.53%) FINRA
3 1 (0.88%) PMO
System Software
1 2 (1.75%) HDFS
2 1 (0.88%) Virtual Servers
Systems Management
1 12 (10.53%) Terraform
2 4 (3.51%) Control-M
3 1 (0.88%) Ansible
Vendors
1 64 (56.14%) Oracle
2 16 (14.04%) Sybase
3 13 (11.40%) Microsoft
4 12 (10.53%) Cloudera
4 12 (10.53%) Hortonworks
4 12 (10.53%) McAfee
4 12 (10.53%) Symantec
4 12 (10.53%) Varonis
5 6 (5.26%) IBM
5 6 (5.26%) Informatica
6 4 (3.51%) MicroStrategy
7 3 (2.63%) Tableau
8 2 (1.75%) Perforce
9 1 (0.88%) Sencha
9 1 (0.88%) Twitter