The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Relational Database skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Relational Database over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Relational Database
UK / Scotland
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 26 51 22
Rank change year-on-year +25 -29  
Permanent jobs citing Relational Database 230 130 260
As % of all permanent IT jobs advertised in Scotland 8.54% 4.59% 8.26%
As % of the Database & Business Intelligence category 23.02% 14.41% 24.30%
Number of salaries quoted 124 58 178
Median salary £50,000 £40,500 £43,500
Median salary % change year-on-year +23.45% -6.89%  
90% offered a salary of more than £32,700 £29,400 £27,500
10% offered a salary of more than £70,000 £60,000 £57,500
UK excluding London median salary £45,000 £42,500 £40,250
% change year-on-year +5.88% +5.59%  

Relational Database is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Scotland
Permanent job vacancies with a requirement for database and business intelligence skills 999 902 1070
As % of all permanent IT job vacancies advertised in Scotland 37.10% 31.85% 33.99%
Number of salaries quoted 631 426 678
Median salary £43,000 £45,000 £42,500
Median salary % change year-on-year -4.44% +5.88%  
90% offered a salary of more than £30,000 £31,000 £30,050
10% offered a salary of more than £70,000 £60,000 £60,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Relational Database
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing Relational Database as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Relational Database 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 in Scotland.

Salary trend for Relational Database in Scotland

Relational Database
Salary Histogram in Scotland

The salary distribution of IT jobs citing Relational Database in Scotland over the 3 months to 26 June 2017.

Salary histogram for Relational Database 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 26 June 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 +17 167 £52,500 +14.13% 17
Edinburgh +34 63 £40,000 +33.33% 7
Midlothian - 1 £30,000 -
Relational Database
UK

For the 6 months to 26 June 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.

1 289 (68.97%) Java
2 245 (58.47%) RDBMS
3 228 (54.42%) Agile Software Development
4 185 (44.15%) SQL
5 159 (37.95%) TDD
6 132 (31.50%) Finance
7 112 (26.73%) Degree
8 100 (23.87%) Spring
9 99 (23.63%) Oracle
10 92 (21.96%) OO
11 76 (18.14%) C#
12 74 (17.66%) SQL Server
13 72 (17.18%) Unix
14 60 (14.32%) Hibernate
14 60 (14.32%) Python
15 58 (13.84%) XML
16 57 (13.60%) Linux
16 57 (13.60%) JavaScript
17 55 (13.13%) Scrum
18 53 (12.65%) Banking
19 50 (11.93%) Data Warehouse
20 47 (11.22%) Data Modelling
20 47 (11.22%) Oracle Database
21 46 (10.98%) SDLC
22 45 (10.74%) Greenfield Project
23 44 (10.50%) Unit Testing
23 44 (10.50%) SOAP
24 41 (9.79%) HTML
24 41 (9.79%) PL/SQL
25 40 (9.55%) J2EE

Relational Database
Co-occurring 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 (5.49%) Oracle SOA Suite
2 17 (4.06%) JBoss
2 17 (4.06%) Tomcat
3 13 (3.10%) WebLogic
4 12 (2.86%) Apache Spark
5 4 (0.95%) Apache
5 4 (0.95%) WebSphere
6 2 (0.48%) Confluence
7 1 (0.24%) CMS
7 1 (0.24%) Elasticsearch
7 1 (0.24%) IIS
7 1 (0.24%) Moodle
7 1 (0.24%) MS Exchange
7 1 (0.24%) Mule
7 1 (0.24%) Mule ESB
7 1 (0.24%) SAS
7 1 (0.24%) Skype for Business
7 1 (0.24%) Umbraco
7 1 (0.24%) WebSphere Application Server
Applications
1 3 (0.72%) Microsoft Office
2 1 (0.24%) Microsoft Excel
2 1 (0.24%) Photoshop
Business Applications
1 6 (1.43%) Oracle BPM
2 3 (0.72%) Oracle EBS
3 1 (0.24%) Cognos TM1
3 1 (0.24%) IntelliMatch
3 1 (0.24%) Oracle General Ledger
3 1 (0.24%) Oracle iProcurement
3 1 (0.24%) Oracle Payables
3 1 (0.24%) Oracle Receivables
3 1 (0.24%) Pega PRPC
Cloud Services
1 14 (3.34%) GitHub
1 14 (3.34%) Microsoft Azure
2 8 (1.91%) Amazon AWS
3 5 (1.19%) Cloud Computing
3 5 (1.19%) SaaS
4 1 (0.24%) Office 365
4 1 (0.24%) PaaS
Communications & Networking
1 3 (0.72%) HTTP
2 2 (0.48%) Internet
3 1 (0.24%) DNS
3 1 (0.24%) Fibre Channel
3 1 (0.24%) FTP
3 1 (0.24%) Network Security
3 1 (0.24%) SAN
3 1 (0.24%) Skype
3 1 (0.24%) SNMP
Database & Business Intelligence
1 245 (58.47%) RDBMS
2 74 (17.66%) SQL Server
3 50 (11.93%) Data Warehouse
4 47 (11.22%) Oracle Database
5 37 (8.83%) NoSQL
6 34 (8.11%) DB2
7 29 (6.92%) Big Data
7 29 (6.92%) Oracle Database 10g
8 24 (5.73%) Oracle9i Database
9 23 (5.49%) Oracle Database 11g
10 21 (5.01%) MySQL
11 16 (3.82%) Hadoop
12 15 (3.58%) Oracle8/8i Database
13 14 (3.34%) Oracle Database 12c
14 11 (2.63%) Oracle Reports
14 11 (2.63%) SQL Server Integration Services
15 10 (2.39%) PostgreSQL
16 9 (2.15%) KDB
16 9 (2.15%) Kdb+
17 8 (1.91%) HBase
Development Applications
1 40 (9.55%) JUnit
2 31 (7.40%) Git (software)
3 30 (7.16%) Maven
4 23 (5.49%) Selenium
5 22 (5.25%) Jenkins
6 15 (3.58%) PVCS
6 15 (3.58%) Talend Open Studio
6 15 (3.58%) Team Foundation Server
7 13 (3.10%) Ant
7 13 (3.10%) Hudson
8 11 (2.63%) Cucumber
8 11 (2.63%) Gradle
8 11 (2.63%) Subversion
9 10 (2.39%) TeamCity
10 9 (2.15%) Visual Studio
11 8 (1.91%) ERwin
11 8 (1.91%) Moq
11 8 (1.91%) NUnit
11 8 (1.91%) Oracle Forms
12 7 (1.67%) tSQLt
General
1 132 (31.50%) Finance
2 53 (12.65%) Banking
3 31 (7.40%) Investment Banking
4 6 (1.43%) Legal
5 5 (1.19%) Marketing
6 2 (0.48%) Automotive
6 2 (0.48%) Electronics
6 2 (0.48%) Law
6 2 (0.48%) Manufacturing
7 1 (0.24%) Advertising
7 1 (0.24%) Back Office
7 1 (0.24%) Front Office
7 1 (0.24%) Games
7 1 (0.24%) Retail
Job Titles
1 319 (76.13%) Developer
2 186 (44.39%) Java Developer
3 125 (29.83%) Senior Developer
4 63 (15.04%) Senior Java Developer
5 28 (6.68%) Architect
6 23 (5.49%) Applications Developer
6 23 (5.49%) Oracle Developer
7 22 (5.25%) Python Developer
8 18 (4.30%) Senior Python Developer
9 17 (4.06%) Software Developer
10 15 (3.58%) Lead Developer
10 15 (3.58%) Lead Java Developer
10 15 (3.58%) Senior Oracle Developer
10 15 (3.58%) SQL Developer
11 14 (3.34%) DBA
11 14 (3.34%) Senior Architect
12 13 (3.10%) .NET Developer
13 12 (2.86%) C# Developer
13 12 (2.86%) Senior Applications Developer
13 12 (2.86%) Senior Big Data Developer
Libraries, Frameworks & Software Standards
1 100 (23.87%) Spring
2 60 (14.32%) Hibernate
3 58 (13.84%) XML
4 44 (10.50%) SOAP
5 41 (9.79%) HTML
6 40 (9.55%) J2EE
7 39 (9.31%) CSS
8 38 (9.07%) .NET
9 37 (8.83%) JSON
10 25 (5.97%) Web Services
11 24 (5.73%) REST
12 22 (5.25%) AngularJS
12 22 (5.25%) JMS
13 21 (5.01%) HTML5
14 18 (4.30%) ASP.NET
15 15 (3.58%) jQuery
16 14 (3.34%) Ajax
16 14 (3.34%) ASP.NET MVC
16 14 (3.34%) Java EE
17 12 (2.86%) Kafka
Miscellaneous
1 45 (10.74%) Greenfield Project
2 31 (7.40%) Computer Science
3 29 (6.92%) Analytical Skills
4 24 (5.73%) Enterprise Software
5 15 (3.58%) User Experience
6 12 (2.86%) Client/Server
7 10 (2.39%) Data Structures
8 8 (1.91%) Derivative
8 8 (1.91%) OTC Derivatives
9 6 (1.43%) Taxonomies
10 4 (0.95%) Algorithms
10 4 (0.95%) Management Information System
10 4 (0.95%) Mobile App
10 4 (0.95%) Social Media
11 3 (0.72%) Fixed Income
12 2 (0.48%) Hybrid Cloud
12 2 (0.48%) Tandem
13 1 (0.24%) Replication
13 1 (0.24%) Robotics
13 1 (0.24%) VLE
Operating Systems
1 72 (17.18%) Unix
2 57 (13.60%) Linux
3 16 (3.82%) Windows
4 2 (0.48%) AIX
4 2 (0.48%) Red Hat Enterprise Linux
4 2 (0.48%) Windows Server
4 2 (0.48%) Windows Server 2012
5 1 (0.24%) Solaris
5 1 (0.24%) Windows Server 2008
Processes & Methodologies
1 228 (54.42%) Agile Software Development
2 159 (37.95%) TDD
3 92 (21.96%) OO
4 55 (13.13%) Scrum
5 47 (11.22%) Data Modelling
6 46 (10.98%) SDLC
7 44 (10.50%) Unit Testing
8 40 (9.55%) OOD
9 39 (9.31%) SOA
9 39 (9.31%) Test Automation
10 32 (7.64%) ETL
11 29 (6.92%) Stakeholder Management
12 28 (6.68%) BDD
12 28 (6.68%) Software Engineering
13 26 (6.21%) Continuous Integration
13 26 (6.21%) Multithreading
13 26 (6.21%) Web Development
14 24 (5.73%) Enterprise Architecture
14 24 (5.73%) Mentoring
15 23 (5.49%) Microservices
Programming Languages
1 289 (68.97%) Java
2 185 (44.15%) SQL
3 76 (18.14%) C#
4 60 (14.32%) Python
5 57 (13.60%) JavaScript
6 41 (9.79%) PL/SQL
7 38 (9.07%) C++
8 25 (5.97%) Ruby
8 25 (5.97%) Shell Script
9 18 (4.30%) Perl
10 16 (3.82%) PowerShell
11 13 (3.10%) T-SQL
12 10 (2.39%) PHP
13 7 (1.67%) Scala
14 5 (1.19%) Korn
15 4 (0.95%) CoffeeScript
16 3 (0.72%) Bash Shell
17 2 (0.48%) C
17 2 (0.48%) Go
17 2 (0.48%) VB
Qualifications
1 112 (26.73%) Degree
2 15 (3.58%) Security Cleared
3 12 (2.86%) Computer Science Degree
4 3 (0.72%) MCAD
4 3 (0.72%) MCSD
4 3 (0.72%) MCTS
4 3 (0.72%) Microsoft Certification
5 2 (0.48%) ISEB
6 1 (0.24%) Oracle Certification
6 1 (0.24%) PhD
Quality Assurance & Compliance
1 16 (3.82%) QA
2 10 (2.39%) SLA
3 9 (2.15%) MiFID
4 6 (1.43%) Dodd-Frank
4 6 (1.43%) EMIR
5 2 (0.48%) Data Quality
System Software
1 8 (1.91%) Oracle RAC
2 6 (1.43%) Docker
3 4 (0.95%) VMware Infrastructure
4 3 (0.72%) Active Directory
4 3 (0.72%) Hyper-V
Systems Management
1 8 (1.91%) Data Guard
1 8 (1.91%) Oracle RMAN
2 1 (0.24%) BladeLogic
2 1 (0.24%) EMC NetWorker
Vendors
1 99 (23.63%) Oracle
2 32 (7.64%) Microsoft
3 19 (4.53%) Sybase
4 17 (4.06%) MicroStrategy
5 15 (3.58%) Talend
6 14 (3.34%) IBM
7 10 (2.39%) Perforce
8 8 (1.91%) Informatica
8 8 (1.91%) Teradata
9 4 (0.95%) VMware
10 3 (0.72%) Cognos
10 3 (0.72%) F5
10 3 (0.72%) Twitter
10 3 (0.72%) Vertica
11 2 (0.48%) Red Hat
11 2 (0.48%) Tableau
11 2 (0.48%) TIBCO
12 1 (0.24%) CheckPoint
12 1 (0.24%) EMC
12 1 (0.24%) SunGard
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