Relational Database Jobs in Scotland

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
Location	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

Relational Database
Top 30 Co-occurring IT Skills in Scotland

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
Applications
Business Applications
Cloud Services
Communications & Networking
Database & Business Intelligence
Development Applications
General
Job Titles
Libraries, Frameworks & Software Standards
Miscellaneous
Operating Systems
Processes & Methodologies
Programming Languages
Qualifications
Quality Assurance & Compliance
System Software
Systems Management
Vendors

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