Period
to 15 November 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 15 November 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
15 Nov 2018
Same period 2017 Same period 2016
Rank 27 34 23
Rank change year-on-year +7 -11 +15
Contract jobs citing Relational Database 119 70 83
As % of all contract IT jobs advertised in Glasgow 7.00% 5.27% 7.31%
As % of the Database & Business Intelligence category 25.98% 20.11% 27.04%
Number of daily rates quoted 67 19 30
Glasgow median daily rate £425 £413 £414
Median daily rate % change year-on-year +3.03% -0.30% +17.38%
10th Percentile £345 £356 £313
90th Percentile £538 £475 £525
Scotland median daily rate £425 £400 £386
% change year-on-year +6.25% +3.56% +3.00%
Number of hourly rates quoted 0 2 0
Glasgow median hourly rate - £24.00 -
Scotland median hourly rate - £24.00 £52.00
% change year-on-year - -53.85% -20.00%

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 458 348 307
As % of all contract IT jobs advertised in Glasgow 26.93% 26.20% 27.05%
Number of daily rates quoted 257 180 159
Glasgow median daily rate £400 £380 £363
Median daily rate % change year-on-year +5.26% +4.83% +6.62%
10th Percentile £313 £285 £262
90th Percentile £538 £500 £475
Scotland median daily rate £400 £390 £350
% change year-on-year +2.56% +11.43% -4.11%
Number of hourly rates quoted 2 8 1
Glasgow median hourly rate £33.75 £107.00 £44.50
Median hourly rate % change year-on-year -68.46% +140.45% +14.84%
10th Percentile £31.63 £12.77 £43.25
90th Percentile £34.88 £195.00 £45.75
Scotland median hourly rate £32.50 £43.39 £42.00
% change year-on-year -25.10% +3.31% +46.28%

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 15 November 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 15 November 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 88 (73.95%) SQL
2 71 (59.66%) Oracle
3 68 (57.14%) Agile Software Development
4 62 (52.10%) Java
5 44 (36.97%) Linux
5 44 (36.97%) Jenkins
6 43 (36.13%) Finance
7 42 (35.29%) Python
8 40 (33.61%) RDBMS
9 37 (31.09%) SQL Server
10 32 (26.89%) Perl
10 32 (26.89%) Spring
11 27 (22.69%) Sybase
11 27 (22.69%) Hadoop
12 26 (21.85%) Software Engineering
12 26 (21.85%) Unix
12 26 (21.85%) OO
13 24 (20.17%) Git (software)
14 23 (19.33%) DevOps
14 23 (19.33%) Problem-Solving
15 22 (18.49%) AngularJS
16 21 (17.65%) DB2
17 20 (16.81%) Windows
17 20 (16.81%) Ruby
17 20 (16.81%) Data Protection
17 20 (16.81%) Cybersecurity
18 19 (15.97%) GDPR
18 19 (15.97%) Bash Shell
18 19 (15.97%) Microsoft
18 19 (15.97%) Scrum

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 (2.52%) Mule
1 3 (2.52%) Mule ESB
1 3 (2.52%) Oracle SOA Suite
2 2 (1.68%) Apache Spark
2 2 (1.68%) Tomcat
3 1 (0.84%) Apache
3 1 (0.84%) Apache Airflow
3 1 (0.84%) Confluence
3 1 (0.84%) GemFire
3 1 (0.84%) nginx
Business Applications
1 1 (0.84%) Magento
Cloud Services
1 18 (15.13%) GitHub
2 8 (6.72%) Amazon AWS
3 5 (4.20%) Microsoft Azure
3 5 (4.20%) SaaS
4 2 (1.68%) Yarn
5 1 (0.84%) Amazon S3
Communications & Networking
1 5 (4.20%) AMQP
2 1 (0.84%) HTTP
2 1 (0.84%) Internet
2 1 (0.84%) PuTTY
Database & Business Intelligence
1 40 (33.61%) RDBMS
2 37 (31.09%) SQL Server
3 27 (22.69%) Hadoop
4 21 (17.65%) DB2
5 18 (15.13%) ArangoDB
5 18 (15.13%) Neo4j
6 13 (10.92%) Oracle Database
6 13 (10.92%) Pentaho
7 11 (9.24%) Big Data
8 7 (5.88%) NoSQL
9 6 (5.04%) Ingres
9 6 (5.04%) MongoDB
9 6 (5.04%) Oracle Database 10g
9 6 (5.04%) Oracle Database 11g
10 5 (4.20%) Data Warehouse
10 5 (4.20%) MySQL
11 4 (3.36%) Oracle Database 12c
11 4 (3.36%) Oracle Reports
12 3 (2.52%) Redis
12 3 (2.52%) SQL Server Integration Services
Development Applications
1 44 (36.97%) Jenkins
2 24 (20.17%) Git (software)
3 17 (14.29%) Maven
4 10 (8.40%) JUnit
5 9 (7.56%) Gradle
5 9 (7.56%) JIRA
6 7 (5.88%) Bitbucket
6 7 (5.88%) Cucumber
6 7 (5.88%) IntelliJ
7 6 (5.04%) Hudson
8 4 (3.36%) Eclipse
8 4 (3.36%) Oracle Forms
8 4 (3.36%) Selenium
8 4 (3.36%) Subversion
9 3 (2.52%) Ant
9 3 (2.52%) Bugzilla
9 3 (2.52%) FitNesse
9 3 (2.52%) Grunt
9 3 (2.52%) MagicDraw
9 3 (2.52%) TeamCity
General
1 43 (36.13%) Finance
2 8 (6.72%) Banking
3 4 (3.36%) Investment Banking
3 4 (3.36%) Legal
4 1 (0.84%) Financial Institution
4 1 (0.84%) Games
4 1 (0.84%) Marketing
4 1 (0.84%) Private Banking
4 1 (0.84%) Retail
Job Titles
1 74 (62.18%) Developer
2 31 (26.05%) Java Developer
3 15 (12.61%) Python Developer
4 11 (9.24%) DevOps Engineer
5 9 (7.56%) Oracle Developer
6 8 (6.72%) SQL Developer
7 6 (5.04%) Angular Developer
7 6 (5.04%) Data Engineer
7 6 (5.04%) Infrastructure Engineer
7 6 (5.04%) Java Engineer
7 6 (5.04%) Software Engineer
8 5 (4.20%) Core Java Developer
8 5 (4.20%) Full Stack Developer
9 4 (3.36%) Data Protection Engineer
9 4 (3.36%) Java Software Engineer
9 4 (3.36%) Tester
10 3 (2.52%) .NET Developer
10 3 (2.52%) ASP.NET Developer
10 3 (2.52%) Java Consultant
10 3 (2.52%) Senior Web Developer
Libraries, Frameworks & Software Standards
1 32 (26.89%) Spring
2 22 (18.49%) AngularJS
3 15 (12.61%) SOAP
4 14 (11.76%) JSON
4 14 (11.76%) XML
5 12 (10.08%) Hibernate
5 12 (10.08%) HTML
6 9 (7.56%) REST
7 8 (6.72%) JMS
8 7 (5.88%) Drools
8 7 (5.88%) J2EE
9 6 (5.04%) HTML5
10 5 (4.20%) OAuth
10 5 (4.20%) OAuth2
10 5 (4.20%) OpenID
10 5 (4.20%) RabbitMQ
10 5 (4.20%) Spring Integration
11 4 (3.36%) .NET
11 4 (3.36%) Node.js
11 4 (3.36%) Web Services
Miscellaneous
1 16 (13.45%) Analytical Skills
2 13 (10.92%) Cyberthreat
3 10 (8.40%) Greenfield Project
4 7 (5.88%) Cloud Native
4 7 (5.88%) Private Cloud
5 6 (5.04%) Derivative
5 6 (5.04%) Self-Motivation
6 5 (4.20%) Computer Science
7 3 (2.52%) OTC Derivatives
7 3 (2.52%) User Experience
8 2 (1.68%) AS400
8 2 (1.68%) Credit Risk
9 1 (0.84%) Blog
9 1 (0.84%) Equity Derivative
9 1 (0.84%) NHS
Operating Systems
1 44 (36.97%) Linux
2 26 (21.85%) Unix
3 20 (16.81%) Windows
4 1 (0.84%) Mac OS X
Processes & Methodologies
1 68 (57.14%) Agile Software Development
2 26 (21.85%) OO
2 26 (21.85%) Software Engineering
3 23 (19.33%) DevOps
3 23 (19.33%) Problem-Solving
4 20 (16.81%) Cybersecurity
4 20 (16.81%) Data Protection
5 19 (15.97%) Scrum
6 18 (15.13%) Cryptography
6 18 (15.13%) Data Encryption
6 18 (15.13%) Data Loss Prevention
6 18 (15.13%) DRM
6 18 (15.13%) IT Strategy
6 18 (15.13%) Site Reliability Engineering
7 16 (13.45%) ETL
7 16 (13.45%) SDLC
7 16 (13.45%) Security Operations
8 15 (12.61%) Infrastructure Engineering
8 15 (12.61%) Test Automation
9 12 (10.08%) TDD
Programming Languages
1 88 (73.95%) SQL
2 62 (52.10%) Java
3 42 (35.29%) Python
4 32 (26.89%) Perl
5 20 (16.81%) Ruby
6 19 (15.97%) Bash Shell
7 18 (15.13%) Go
7 18 (15.13%) Shell Script
8 16 (13.45%) JavaScript
9 10 (8.40%) C++
10 7 (5.88%) R
11 5 (4.20%) PL/SQL
11 5 (4.20%) Scala
12 4 (3.36%) Ingres ABF
13 3 (2.52%) C
13 3 (2.52%) Java 8
13 3 (2.52%) T-SQL
14 2 (1.68%) C#
15 1 (0.84%) Jython
15 1 (0.84%) PowerShell
Qualifications
1 18 (15.13%) CISM
1 18 (15.13%) CISSP
2 5 (4.20%) Computer Science Degree
2 5 (4.20%) Degree
3 1 (0.84%) BPSS Clearance
3 1 (0.84%) DBS Check
3 1 (0.84%) Security Cleared
Quality Assurance & Compliance
1 19 (15.97%) GDPR
2 18 (15.13%) FINRA
3 1 (0.84%) PMO
3 1 (0.84%) QA
System Software
1 2 (1.68%) Docker
1 2 (1.68%) HDFS
2 1 (0.84%) Varnish
2 1 (0.84%) Virtual Servers
Systems Management
1 18 (15.13%) Terraform
2 4 (3.36%) Control-M
3 1 (0.84%) Kubernetes
Vendors
1 71 (59.66%) Oracle
2 27 (22.69%) Sybase
3 19 (15.97%) Microsoft
4 18 (15.13%) Cloudera
4 18 (15.13%) Hortonworks
4 18 (15.13%) McAfee
4 18 (15.13%) Symantec
4 18 (15.13%) Varonis
5 6 (5.04%) IBM
5 6 (5.04%) Informatica
6 3 (2.52%) Tableau
7 2 (1.68%) MicroStrategy
7 2 (1.68%) Perforce
7 2 (1.68%) SAP
8 1 (0.84%) Sencha
8 1 (0.84%) Twitter