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 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Relational Database
UK / Scotland
Rank 24 40 33
Rank change year-on-year
+16 -7
Permanent jobs citing Relational Database 165 156 205
As % of all permanent IT jobs located in Scotland 7.38% 5.34% 6.76%
As % of the Database & Business Intelligence category 21.74% 16.35% 21.09%
Number of salaries quoted 101 76 106
Median salary £50,000 £42,500 £42,500
Median salary % change year-on-year
+17.64% -
90% offered a salary of more than £29,500 £30,000 £30,750
10% offered a salary of more than £71,350 £57,500 £60,000
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
759 954 972
As % of all permanent IT jobs located in Scotland 33.94% 32.68% 32.07%
Number of salaries quoted 469 609 672
Median salary £45,000 £46,000 £40,000
Median salary % change year-on-year
-2.17% +15.00%
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £60,250 £60,000 £55,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 24 January 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 24 January 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 +19 101 £50,000 +28.20% 11
Edinburgh +6 57 £55,250 +30.00% 8
Aberdeen - 3 £24,000 -
Fife - 2 £40,000 -
West Lothian +3 1 £32,500 -7.14% 1
Midlothian - 1 £32,500 -
Relational Database
UK

Relational Database
Top 30 Related IT Skills in Scotland

For the 6 months to 24 January 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.

1 153 (52.58%) Java
2 144 (49.48%) RDBMS
3 122 (41.92%) SQL
4 118 (40.55%) Agile Software Development
5 95 (32.65%) Finance
5 95 (32.65%) Oracle
6 65 (22.34%) TDD
7 53 (18.21%) JavaScript
8 51 (17.53%) OO
9 50 (17.18%) C#
9 50 (17.18%) Banking
10 46 (15.81%) Unix
11 45 (15.46%) Degree
12 43 (14.78%) Data Modelling
13 42 (14.43%) HTML
14 39 (13.40%) .NET
15 36 (12.37%) Spring
16 35 (12.03%) Investment Banking
16 35 (12.03%) Data Warehouse
17 34 (11.68%) Python
17 34 (11.68%) DB2
17 34 (11.68%) MySQL
18 33 (11.34%) Oracle Database
19 32 (11.00%) Analytical Skills
19 32 (11.00%) SDLC
19 32 (11.00%) Linux
20 31 (10.65%) SQL Server
21 29 (9.97%) PL/SQL
22 28 (9.62%) CSS
22 28 (9.62%) SOA

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 22 (7.56%) JBoss
2 18 (6.19%) Oracle SOA Suite
3 9 (3.09%) Tomcat
4 8 (2.75%) SharePoint
4 8 (2.75%) WebSphere
5 7 (2.41%) Apache Qpid
6 6 (2.06%) Cloud Foundry
6 6 (2.06%) CMS
6 6 (2.06%) NetWeaver
6 6 (2.06%) WebLogic
6 6 (2.06%) WebSphere Application Server
7 5 (1.72%) IIS
7 5 (1.72%) SAS
8 4 (1.37%) GemFire
9 2 (0.69%) Apache
9 2 (0.69%) ArcGIS
9 2 (0.69%) BizTalk Server
9 2 (0.69%) Moodle
10 1 (0.34%) Confluence
10 1 (0.34%) Elasticsearch
Applications
1 6 (2.06%) Adobe Captivate
1 6 (2.06%) Adobe Illustrator
1 6 (2.06%) InDesign
1 6 (2.06%) Photoshop
2 3 (1.03%) MS Excel
3 2 (0.69%) MS Office
Business Applications
1 12 (4.12%) Oracle BPM
2 6 (2.06%) Oracle EBS
3 1 (0.34%) Cognos Business Intelligence
Cloud Services
1 12 (4.12%) Amazon AWS
2 6 (2.06%) Google Analytics
3 5 (1.72%) GitHub
4 4 (1.37%) Microsoft Azure
4 4 (1.37%) SaaS
5 2 (0.69%) Google App Engine
5 2 (0.69%) Google Cloud Platform
5 2 (0.69%) Google Compute Engine
5 2 (0.69%) Heroku
5 2 (0.69%) Office 365
5 2 (0.69%) PaaS
Communications & Networking
1 8 (2.75%) DNS
2 4 (1.37%) iSCSI
2 4 (1.37%) SSH
2 4 (1.37%) TCP/IP
3 3 (1.03%) HTTP
3 3 (1.03%) Internet
3 3 (1.03%) SNMP
4 2 (0.69%) AMQP
4 2 (0.69%) Firewall
4 2 (0.69%) Software-Defined Networking
5 1 (0.34%) Fibre Channel
5 1 (0.34%) SAN
Database & Business Intelligence
1 144 (49.48%) RDBMS
2 35 (12.03%) Data Warehouse
3 34 (11.68%) DB2
3 34 (11.68%) MySQL
4 33 (11.34%) Oracle Database
5 31 (10.65%) SQL Server
6 27 (9.28%) NoSQL
7 22 (7.56%) Oracle Database 11g
8 20 (6.87%) Oracle Database 10g
9 17 (5.84%) PostgreSQL
10 16 (5.50%) Oracle Reports
11 14 (4.81%) Data Mart
12 12 (4.12%) MongoDB
13 11 (3.78%) Apache Cassandra
14 10 (3.44%) Oracle Database 12c
15 8 (2.75%) Big Data
15 8 (2.75%) Oracle8/8i Database
15 8 (2.75%) Oracle9i Database
16 7 (2.41%) Amazon Redshift
16 7 (2.41%) Hadoop
Development Applications
1 20 (6.87%) Git (software)
2 16 (5.50%) Subversion
3 13 (4.47%) ERwin
4 12 (4.12%) JUnit
5 10 (3.44%) Jenkins
5 10 (3.44%) Oracle Forms
6 9 (3.09%) Maven
6 9 (3.09%) Talend Open Studio
7 8 (2.75%) PVCS
8 7 (2.41%) Selenium
9 6 (2.06%) Dreamweaver
9 6 (2.06%) Oracle APEX
10 5 (1.72%) Ant
10 5 (1.72%) Gradle
10 5 (1.72%) Visual Studio
11 4 (1.37%) Concordion
11 4 (1.37%) Cucumber
11 4 (1.37%) Hudson
11 4 (1.37%) JIRA
11 4 (1.37%) Trac
General
1 95 (32.65%) Finance
2 50 (17.18%) Banking
3 35 (12.03%) Investment Banking
4 7 (2.41%) Marketing
5 4 (1.37%) Back Office
5 4 (1.37%) Front Office
5 4 (1.37%) General Ledger
6 3 (1.03%) Manufacturing
7 2 (0.69%) Billing
7 2 (0.69%) Electronics
7 2 (0.69%) Legal
8 1 (0.34%) Financial Institution
8 1 (0.34%) Games
8 1 (0.34%) Prime Brokerage
8 1 (0.34%) Retail
Job Titles
1 192 (65.98%) Developer
2 92 (31.62%) Java Developer
3 43 (14.78%) Senior Developer
4 27 (9.28%) Python Developer
5 23 (7.90%) Architect
6 17 (5.84%) Applications Developer
7 16 (5.50%) .NET Developer
8 14 (4.81%) Oracle Developer
9 13 (4.47%) Data Modeller
9 13 (4.47%) Senior Java Developer
9 13 (4.47%) Solutions Architect
10 11 (3.78%) Analyst
10 11 (3.78%) Junior
10 11 (3.78%) Lead Developer
10 11 (3.78%) Senior Python Developer
10 11 (3.78%) Web Applications Developer
11 10 (3.44%) C# Developer
12 8 (2.75%) Senior Oracle Developer
12 8 (2.75%) Technical Leader
12 8 (2.75%) Web Developer
Libraries, Frameworks & Software Standards
1 42 (14.43%) HTML
2 39 (13.40%) .NET
3 36 (12.37%) Spring
4 28 (9.62%) CSS
5 25 (8.59%) JMS
6 21 (7.22%) ASP.NET
6 21 (7.22%) XML
7 17 (5.84%) SOAP
8 16 (5.50%) JSON
9 15 (5.15%) ASP.NET MVC
9 15 (5.15%) HTML5
9 15 (5.15%) Web Services
10 14 (4.81%) CSS3
10 14 (4.81%) Hibernate
11 13 (4.47%) AngularJS
12 12 (4.12%) Apache CXF
12 12 (4.12%) JPA
12 12 (4.12%) jQuery
12 12 (4.12%) JSF
12 12 (4.12%) RichFaces
Miscellaneous
1 32 (11.00%) Analytical Skills
2 13 (4.47%) User Experience
3 12 (4.12%) Computer Science
4 9 (3.09%) Reference Data
5 8 (2.75%) Data Integration
6 7 (2.41%) Derivative
6 7 (2.41%) Fixed Income
7 6 (2.06%) Digital Media
8 5 (1.72%) Enterprise Software
8 5 (1.72%) Equity Derivative
9 4 (1.37%) Replication
10 3 (1.03%) Data Centre
10 3 (1.03%) Data Structures
10 3 (1.03%) Mathematics
10 3 (1.03%) OTC Derivatives
11 2 (0.69%) Blog
11 2 (0.69%) Fintech
11 2 (0.69%) Mobile App
11 2 (0.69%) Physics
11 2 (0.69%) Visualisation
Operating Systems
1 46 (15.81%) Unix
2 32 (11.00%) Linux
3 15 (5.15%) Windows
4 4 (1.37%) OpenVMS
4 4 (1.37%) Windows 2000
4 4 (1.37%) Windows Server 2003
4 4 (1.37%) Windows XP
5 3 (1.03%) Mac OS X
6 2 (0.69%) Red Hat Enterprise Linux
7 1 (0.34%) AIX
7 1 (0.34%) Apple iOS
7 1 (0.34%) Windows Server
Processes & Methodologies
1 118 (40.55%) Agile Software Development
2 65 (22.34%) TDD
3 51 (17.53%) OO
4 43 (14.78%) Data Modelling
5 32 (11.00%) SDLC
6 28 (9.62%) Scrum
6 28 (9.62%) SOA
7 26 (8.93%) Analytics
7 26 (8.93%) ETL
8 24 (8.25%) Performance Tuning
9 22 (7.56%) MVC
9 22 (7.56%) OOD
10 21 (7.22%) Stakeholder Management
11 20 (6.87%) Front End Development
11 20 (6.87%) Infrastructure Management
11 20 (6.87%) Unit Testing
12 18 (6.19%) Continuous Improvement
13 17 (5.84%) Software Engineering
13 17 (5.84%) Use Case
14 16 (5.50%) Business Intelligence
Programming Languages
1 153 (52.58%) Java
2 122 (41.92%) SQL
3 53 (18.21%) JavaScript
4 50 (17.18%) C#
5 34 (11.68%) Python
6 29 (9.97%) PL/SQL
7 24 (8.25%) C++
8 14 (4.81%) Ruby
9 12 (4.12%) Shell Script
10 9 (3.09%) PHP
10 9 (3.09%) VB.NET
11 8 (2.75%) Perl
11 8 (2.75%) PowerShell
12 5 (1.72%) Bash Shell
13 4 (1.37%) Bourne shell
13 4 (1.37%) Korn
13 4 (1.37%) T-SQL
14 2 (0.69%) CoffeeScript
14 2 (0.69%) VB
14 2 (0.69%) VBA
Qualifications
1 45 (15.46%) Degree
2 10 (3.44%) Security Cleared
3 8 (2.75%) HND
4 2 (0.69%) ISEB
4 2 (0.69%) SC Cleared
5 1 (0.34%) Postgraduate
Quality Assurance & Compliance
1 6 (2.06%) MiFID
2 4 (1.37%) QA
2 4 (1.37%) SLA
3 2 (0.69%) AIFMD
3 2 (0.69%) Solvency II
4 1 (0.34%) Dodd-Frank
4 1 (0.34%) EMIR
4 1 (0.34%) ISO 9000
4 1 (0.34%) ISO/IEC 27001
System Software
1 8 (2.75%) Docker
2 4 (1.37%) Active Directory
2 4 (1.37%) NFS
2 4 (1.37%) Samba
3 3 (1.03%) VMware Infrastructure
4 2 (0.69%) Hyper-V
5 1 (0.34%) Firmware
Systems Management
1 4 (1.37%) SolarWinds Orion
2 3 (1.03%) Puppet
3 2 (0.69%) CFEngine
3 2 (0.69%) Opscode Chef
4 1 (0.34%) EMC NetWorker
4 1 (0.34%) HP Quality Center
Vendors
1 95 (32.65%) Oracle
2 21 (7.22%) Sybase
3 13 (4.47%) IBM
3 13 (4.47%) Informatica
3 13 (4.47%) MicroStrategy
3 13 (4.47%) Pega
3 13 (4.47%) Teradata
4 12 (4.12%) Google
4 12 (4.12%) Microsoft
5 9 (3.09%) SAP
5 9 (3.09%) Talend
6 7 (2.41%) Vertica
7 6 (2.06%) Adobe
8 5 (1.72%) Cisco
9 4 (1.37%) Cognos
9 4 (1.37%) SolarWinds
10 3 (1.03%) Perforce
10 3 (1.03%) Red Hat
10 3 (1.03%) VMware
11 2 (0.69%) ESRI
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