The table below looks at the statistics for Relational Database skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Relational Database over the 3 months to 22 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Feb 2017
Same period 2016 Same period 2015
Relational Database
UK / Scotland
Rank 30 40 33
Rank change year-on-year
+10 -7
Permanent jobs citing Relational Database 157 165 201
As % of all permanent IT jobs located in Scotland 6.84% 5.56% 6.40%
As % of the Database & Business Intelligence category 19.10% 17.59% 20.68%
Number of salaries quoted 84 74 107
Median salary £50,000 £42,500 £42,500
Median salary % change year-on-year
+17.64% -
90% offered a salary of more than £26,500 £30,000 £32,100
10% offered a salary of more than £71,500 £57,500 £52,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Scotland region.

Database & Business Intelligence Category
Scotland
Permanent IT job ads with a match in the
Database & Business Intelligence category
822 938 972
As % of all permanent IT jobs located in Scotland 35.83% 31.59% 30.95%
Number of salaries quoted 526 603 657
Median salary £42,500 £47,500 £40,000
Median salary % change year-on-year
-10.52% +18.75%
90% offered a salary of more than £31,000 £32,500 £32,500
10% offered a salary of more than £65,000 £55,000 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Relational Database
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Relational Database as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Relational Database Jobs Demand Trend in Scotland

Relational Database
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Relational Database across the Scotland region.

Relational Database Salary Trend in Scotland

Relational Database
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Relational Database across the Scotland region over the 3 months to 22 February 2017.

Relational Database Salary Histogram in Scotland

Relational Database
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Relational Database within the Scotland region over the 3 months to 22 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +8 93 £50,000 +5.26% 12
Edinburgh +2 56 £60,000 +41.17% 7
Aberdeen - 3 £24,000 -
Fife - 2 £40,000 -
West Lothian -5 1 £32,500 -18.75%
Dundee - 1 - -
Angus - 1 £40,000 -
Relational Database
UK

Relational Database
Top 30 Related IT Skills in Scotland

For the 6 months to 22 February 2017, IT jobs citing Relational Database also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Relational Database.

1 163 (54.70%) Java
2 154 (51.68%) RDBMS
3 125 (41.95%) Agile Software Development
4 117 (39.26%) SQL
5 90 (30.20%) Finance
6 89 (29.87%) Oracle
7 66 (22.15%) TDD
8 58 (19.46%) Degree
9 53 (17.79%) JavaScript
10 51 (17.11%) Unix
11 49 (16.44%) Banking
12 46 (15.44%) Data Modelling
13 44 (14.77%) OO
13 44 (14.77%) SQL Server
14 40 (13.42%) HTML
15 38 (12.75%) C#
15 38 (12.75%) Spring
16 36 (12.08%) SOA
17 35 (11.74%) Data Warehouse
17 35 (11.74%) Investment Banking
18 34 (11.41%) Linux
19 33 (11.07%) MySQL
20 31 (10.40%) CSS
20 31 (10.40%) DB2
20 31 (10.40%) Python
20 31 (10.40%) Oracle Database
21 29 (9.73%) ETL
22 28 (9.40%) Analytics
22 28 (9.40%) NoSQL
23 27 (9.06%) SDLC

Relational Database
Top Related IT Skills in Scotland 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 23 (7.72%) Oracle SOA Suite
2 19 (6.38%) JBoss
3 9 (3.02%) Apache Spark
4 8 (2.68%) SharePoint
5 7 (2.35%) WebLogic
5 7 (2.35%) WebSphere
5 7 (2.35%) WebSphere Application Server
6 6 (2.01%) CMS
6 6 (2.01%) NetWeaver
7 5 (1.68%) IIS
7 5 (1.68%) SAS
7 5 (1.68%) Tomcat
8 4 (1.34%) Cloud Foundry
8 4 (1.34%) GemFire
9 2 (0.67%) ArcGIS
9 2 (0.67%) BizTalk Server
9 2 (0.67%) Elasticsearch
10 1 (0.34%) Apache
10 1 (0.34%) Apache Qpid
10 1 (0.34%) Moodle
Applications
1 6 (2.01%) Adobe Captivate
1 6 (2.01%) Adobe Illustrator
1 6 (2.01%) InDesign
1 6 (2.01%) Photoshop
2 5 (1.68%) MS Excel
3 3 (1.01%) MS Office
Business Applications
1 12 (4.03%) Oracle BPM
2 7 (2.35%) Oracle EBS
3 1 (0.34%) Cognos Business Intelligence
3 1 (0.34%) Cognos TM1
Cloud Services
1 13 (4.36%) Amazon AWS
2 6 (2.01%) Google Analytics
2 6 (2.01%) SaaS
3 4 (1.34%) GitHub
4 3 (1.01%) Office 365
5 2 (0.67%) Microsoft Azure
Communications & Networking
1 8 (2.68%) DNS
2 4 (1.34%) iSCSI
2 4 (1.34%) SSH
2 4 (1.34%) TCP/IP
3 3 (1.01%) SNMP
4 1 (0.34%) HTTP
4 1 (0.34%) Internet
Database & Business Intelligence
1 154 (51.68%) RDBMS
2 44 (14.77%) SQL Server
3 35 (11.74%) Data Warehouse
4 33 (11.07%) MySQL
5 31 (10.40%) DB2
5 31 (10.40%) Oracle Database
6 28 (9.40%) NoSQL
7 24 (8.05%) Oracle Database 11g
8 21 (7.05%) Oracle Database 10g
9 16 (5.37%) Hadoop
9 16 (5.37%) Oracle Reports
10 15 (5.03%) PostgreSQL
11 11 (3.69%) Amazon Redshift
11 11 (3.69%) MongoDB
11 11 (3.69%) Oracle9i Database
12 10 (3.36%) Apache Cassandra
12 10 (3.36%) Oracle Database 12c
12 10 (3.36%) Oracle8/8i Database
13 9 (3.02%) Data Mart
14 8 (2.68%) Big Data
Development Applications
1 18 (6.04%) Git (software)
2 17 (5.70%) Subversion
3 14 (4.70%) ERwin
4 11 (3.69%) JUnit
4 11 (3.69%) Selenium
4 11 (3.69%) Talend Open Studio
5 10 (3.36%) PVCS
6 8 (2.68%) Jenkins
6 8 (2.68%) Maven
7 7 (2.35%) Gradle
7 7 (2.35%) Oracle APEX
7 7 (2.35%) Oracle Forms
8 6 (2.01%) Cucumber
8 6 (2.01%) Dreamweaver
9 5 (1.68%) Ant
9 5 (1.68%) Concordion
9 5 (1.68%) JBehave
9 5 (1.68%) JIRA
10 4 (1.34%) Bugzilla
10 4 (1.34%) Hudson
General
1 90 (30.20%) Finance
2 49 (16.44%) Banking
3 35 (11.74%) Investment Banking
4 8 (2.68%) Marketing
5 4 (1.34%) Back Office
5 4 (1.34%) General Ledger
6 3 (1.01%) Manufacturing
7 2 (0.67%) Electronics
7 2 (0.67%) Front Office
7 2 (0.67%) Legal
8 1 (0.34%) Advertising
8 1 (0.34%) Games
8 1 (0.34%) Prime Brokerage
8 1 (0.34%) Retail
Job Titles
1 196 (65.77%) Developer
2 107 (35.91%) Java Developer
3 43 (14.43%) Senior Developer
4 26 (8.72%) Architect
5 21 (7.05%) Python Developer
6 17 (5.70%) Senior Java Developer
7 13 (4.36%) Applications Developer
7 13 (4.36%) Data Architect
7 13 (4.36%) Lead Developer
7 13 (4.36%) Oracle Developer
8 12 (4.03%) Senior Architect
8 12 (4.03%) Senior Data Architect
8 12 (4.03%) Senior Python Developer
8 12 (4.03%) Solutions Architect
9 11 (3.69%) Junior
9 11 (3.69%) Web Applications Developer
10 10 (3.36%) Analyst
10 10 (3.36%) Senior Oracle Developer
11 9 (3.02%) Lead Java Developer
11 9 (3.02%) Technical Leader
Libraries, Frameworks & Software Standards
1 40 (13.42%) HTML
2 38 (12.75%) Spring
3 31 (10.40%) CSS
4 26 (8.72%) .NET
5 24 (8.05%) XML
6 18 (6.04%) HTML5
6 18 (6.04%) JMS
6 18 (6.04%) JSON
7 17 (5.70%) ASP.NET
8 16 (5.37%) SOAP
9 15 (5.03%) CSS3
10 14 (4.70%) Hibernate
11 13 (4.36%) JPA
12 12 (4.03%) Apache CXF
12 12 (4.03%) JSF
12 12 (4.03%) RichFaces
13 11 (3.69%) ASP.NET MVC
13 11 (3.69%) Web Services
14 10 (3.36%) AngularJS
14 10 (3.36%) jQuery
Miscellaneous
1 26 (8.72%) Analytical Skills
2 18 (6.04%) Computer Science
3 13 (4.36%) User Experience
4 9 (3.02%) Enterprise Software
4 9 (3.02%) Reference Data
5 6 (2.01%) Digital Media
6 5 (1.68%) Derivative
6 5 (1.68%) Social Media
6 5 (1.68%) Taxonomies
7 4 (1.34%) Data Structures
7 4 (1.34%) Replication
8 3 (1.01%) Fixed Income
8 3 (1.01%) OTC Derivatives
9 2 (0.67%) Fintech
9 2 (0.67%) Mobile App
10 1 (0.34%) Equity Derivative
10 1 (0.34%) Management Information System
10 1 (0.34%) Smart Energy
10 1 (0.34%) VLE
Operating Systems
1 51 (17.11%) Unix
2 34 (11.41%) Linux
3 15 (5.03%) Windows
4 4 (1.34%) OpenVMS
4 4 (1.34%) Windows 2000
4 4 (1.34%) Windows Server 2003
4 4 (1.34%) Windows XP
5 3 (1.01%) Mac OS X
6 2 (0.67%) Red Hat Enterprise Linux
7 1 (0.34%) AIX
7 1 (0.34%) Apple iOS
7 1 (0.34%) Solaris
7 1 (0.34%) Windows Server 2012
Processes & Methodologies
1 125 (41.95%) Agile Software Development
2 66 (22.15%) TDD
3 46 (15.44%) Data Modelling
4 44 (14.77%) OO
5 36 (12.08%) SOA
6 29 (9.73%) ETL
7 28 (9.40%) Analytics
8 27 (9.06%) SDLC
9 24 (8.05%) Scrum
10 23 (7.72%) Stakeholder Management
11 21 (7.05%) Unit Testing
12 20 (6.71%) Business Intelligence
12 20 (6.71%) Front End Development
13 18 (6.04%) Infrastructure Management
13 18 (6.04%) Performance Tuning
13 18 (6.04%) Software Engineering
14 17 (5.70%) OOD
15 16 (5.37%) Mentoring
15 16 (5.37%) MVC
16 15 (5.03%) Open Source
Programming Languages
1 163 (54.70%) Java
2 117 (39.26%) SQL
3 53 (17.79%) JavaScript
4 38 (12.75%) C#
5 31 (10.40%) Python
6 25 (8.39%) PL/SQL
7 22 (7.38%) Ruby
8 19 (6.38%) C++
9 14 (4.70%) PHP
10 13 (4.36%) Shell Script
11 11 (3.69%) PowerShell
12 8 (2.68%) VB.NET
13 5 (1.68%) Bash Shell
13 5 (1.68%) CoffeeScript
14 4 (1.34%) Bourne shell
14 4 (1.34%) Korn
14 4 (1.34%) Perl
14 4 (1.34%) T-SQL
15 2 (0.67%) Apple Swift
15 2 (0.67%) Scala
Qualifications
1 58 (19.46%) Degree
2 12 (4.03%) Security Cleared
3 8 (2.68%) HND
4 3 (1.01%) ISEB
5 2 (0.67%) SC Cleared
6 1 (0.34%) Postgraduate
Quality Assurance & Compliance
1 6 (2.01%) QA
2 5 (1.68%) MiFID
3 4 (1.34%) SLA
4 2 (0.67%) Dodd-Frank
4 2 (0.67%) EMIR
System Software
1 6 (2.01%) Docker
2 4 (1.34%) Active Directory
2 4 (1.34%) NFS
2 4 (1.34%) Samba
3 3 (1.01%) Hyper-V
3 3 (1.01%) VMware Infrastructure
4 1 (0.34%) Firmware
Systems Management
1 4 (1.34%) SolarWinds Orion
2 1 (0.34%) HP Quality Center
Vendors
1 89 (29.87%) Oracle
2 15 (5.03%) MicroStrategy
3 14 (4.70%) IBM
3 14 (4.70%) Teradata
4 13 (4.36%) Microsoft
5 11 (3.69%) Google
5 11 (3.69%) Talend
6 9 (3.02%) SAP
6 9 (3.02%) Sybase
7 8 (2.68%) Informatica
7 8 (2.68%) Pega
7 8 (2.68%) Vertica
8 6 (2.01%) Adobe
9 5 (1.68%) Cognos
10 4 (1.34%) Cisco
10 4 (1.34%) SolarWinds
11 3 (1.01%) Perforce
11 3 (1.01%) Twitter
11 3 (1.01%) VMware
12 2 (0.67%) ESRI
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