Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England 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 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Relational Database
UK > England
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 119 107 91
Rank change year-on-year -12 -16 +4
Permanent jobs citing Relational Database 4583 5018 6399
As % of all permanent IT jobs advertised in England 2.72% 2.84% 3.11%
As % of the Database & Business Intelligence category 9.01% 9.60% 9.85%
Number of salaries quoted 3423 4045 5146
England median annual salary £50,000 £50,000 £50,000
10th Percentile £31,000 £30,000 £28,250
90th Percentile £77,500 £80,000 £77,500
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 permanent job vacancies advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 50861 52245 64966
As % of all permanent IT jobs advertised in England 30.19% 29.59% 31.58%
Number of salaries quoted 42283 45101 55204
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £30,000 £29,000 £28,500
90th Percentile £77,500 £77,500 £75,000
UK median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +2.27%

Relational Database
Job Vacancy Trend in England

Job postings citing Relational Database as a percentage of all IT jobs advertised in England.

Job vacancy trend for Relational Database in England

Relational Database
Salary Trend in England

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

Salary trend for Relational Database in England

Relational Database
Salary Histogram in England

The salary distribution of IT jobs citing Relational Database in England over the 6 months to 20 November 2017.

Salary histogram for Relational Database in England

Relational Database
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Relational Database within the England region over the 6 months to 20 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -15 2177 £60,000 - 145
South East +33 905 £45,000 -2.75% 49
North of England -16 531 £42,500 +4.94% 53
East of England -21 385 £47,000 +4.44% 22
South West +32 329 £40,000 -11.11% 23
North West -25 288 £45,000 +12.50% 30
Midlands -82 259 £45,000 +12.50% 24
Yorkshire -32 197 £40,000 - 19
West Midlands -73 170 £42,500 +6.25% 15
East Midlands -33 89 £45,000 +5.88% 9
North East +14 40 £38,959 -12.98% 4
Relational Database
UK

For the 6 months to 20 November 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 England region with a requirement for Relational Database.

1 2454 (53.55%) SQL
2 1927 (42.05%) Agile Software Development
3 1851 (40.39%) Java
4 1637 (35.72%) SQL Server
5 1609 (35.11%) RDBMS
6 1389 (30.31%) JavaScript
7 1377 (30.05%) Finance
8 1239 (27.03%) Oracle
9 1091 (23.81%) HTML
10 1050 (22.91%) .NET
11 988 (21.56%) Linux
12 980 (21.38%) Degree
13 953 (20.79%) C#
14 937 (20.45%) OO
15 871 (19.01%) CSS
16 867 (18.92%) Microsoft
17 761 (16.60%) Python
18 742 (16.19%) Scrum
19 715 (15.60%) MySQL
20 705 (15.38%) Software Engineering
21 694 (15.14%) TDD
22 687 (14.99%) Git (software)
23 680 (14.84%) Business Intelligence
24 673 (14.68%) Web Services
25 670 (14.62%) Spring
26 668 (14.58%) MVC
27 660 (14.40%) NoSQL
28 637 (13.90%) Computer Science
29 633 (13.81%) XML
30 626 (13.66%) Analytical Skills

Relational Database
Co-occurring IT Skills in England 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
1 277 (6.04%) Apache Spark
2 205 (4.47%) Apache
3 176 (3.84%) Tomcat
4 138 (3.01%) Elasticsearch
5 130 (2.84%) JBoss
6 128 (2.79%) Confluence
7 93 (2.03%) WebSphere
8 89 (1.94%) WebLogic
9 88 (1.92%) SharePoint
10 87 (1.90%) CMS
11 84 (1.83%) SAS
12 82 (1.79%) IIS
13 45 (0.98%) nginx
14 42 (0.92%) OpenStack
15 40 (0.87%) Apache Solr
16 37 (0.81%) Apache Pig
17 35 (0.76%) Oracle SOA Suite
18 31 (0.68%) Ethereum
19 30 (0.65%) Hyperledger
20 22 (0.48%) eris
Applications
1 177 (3.86%) Microsoft Excel
2 104 (2.27%) Microsoft Office
3 60 (1.31%) MS Visio
4 41 (0.89%) SPSS
5 24 (0.52%) Microsoft PowerPoint
6 17 (0.37%) Spreadsheet
7 9 (0.20%) Microsoft Project
8 5 (0.11%) HipChat
9 4 (0.087%) InfoPath
9 4 (0.087%) SPSS Modeler
10 3 (0.065%) Doxygen
10 3 (0.065%) GNU Octave
10 3 (0.065%) S-PLUS
10 3 (0.065%) Stata
11 1 (0.022%) Chatbot
11 1 (0.022%) Photoshop
11 1 (0.022%) Weka
Business Applications
1 45 (0.98%) Dynamics CRM
2 28 (0.61%) Magento
3 23 (0.50%) Adobe Campaign
4 21 (0.46%) Oracle EBS
5 15 (0.33%) FastStats
5 15 (0.33%) MetaTrader
6 12 (0.26%) Oracle Applications
7 11 (0.24%) Dynamics AX
7 11 (0.24%) Oracle Procure-to-Pay
8 10 (0.22%) Oracle EBS R12
9 9 (0.20%) Oracle Payables
10 8 (0.17%) Cognos TM1
10 8 (0.17%) Eloqua
10 8 (0.17%) Movex
10 8 (0.17%) PeopleSoft HCM
11 7 (0.15%) Oracle ERP
12 6 (0.13%) Oracle 11i
12 6 (0.13%) Temenos T24
13 5 (0.11%) Infor M3
14 4 (0.087%) Eagle PACE
Cloud Services
1 521 (11.37%) Amazon AWS
2 335 (7.31%) Microsoft Azure
3 193 (4.21%) SaaS
4 125 (2.73%) GitHub
5 104 (2.27%) Google Cloud Platform
6 64 (1.40%) Cloud Computing
7 55 (1.20%) IaaS
8 42 (0.92%) Amazon EC2
8 42 (0.92%) PaaS
9 34 (0.74%) Serverless
10 32 (0.70%) Amazon S3
11 25 (0.55%) AWS Lambda
12 24 (0.52%) npm
13 21 (0.46%) Amazon EMR
14 19 (0.41%) Office 365
15 13 (0.28%) Amazon SQS
15 13 (0.28%) OpenShift
16 12 (0.26%) Loggly
16 12 (0.26%) Sumo Logic
17 11 (0.24%) Amazon ELB
Communications & Networking
1 209 (4.56%) HTTP
2 106 (2.31%) Internet
3 97 (2.12%) TCP/IP
4 89 (1.94%) SSL
5 47 (1.03%) DNS
6 44 (0.96%) LDAP
7 37 (0.81%) Firewall
8 16 (0.35%) SMS
8 16 (0.35%) VPN
9 15 (0.33%) DHCP
9 15 (0.33%) Network Security
10 14 (0.31%) Intranet
11 13 (0.28%) FTP
12 10 (0.22%) HTTPS
12 10 (0.22%) IMAP
12 10 (0.22%) SMTP
13 9 (0.20%) AMQP
13 9 (0.20%) LAN
13 9 (0.20%) SAN
14 7 (0.15%) Ethernet
Database & Business Intelligence
1 1637 (35.72%) SQL Server
2 1609 (35.11%) RDBMS
3 715 (15.60%) MySQL
4 660 (14.40%) NoSQL
5 517 (11.28%) Big Data
6 441 (9.62%) Hadoop
7 432 (9.43%) Data Warehouse
8 396 (8.64%) SQL Server Integration Services
9 366 (7.99%) PostgreSQL
10 349 (7.62%) Oracle Database
11 335 (7.31%) SQL Server Reporting Services
12 290 (6.33%) MongoDB
13 282 (6.15%) Apache Cassandra
14 196 (4.28%) SQL Server Analysis Services
15 176 (3.84%) Redis
16 171 (3.73%) Power BI
17 143 (3.12%) BusinessObjects
18 130 (2.84%) SQL Server 2008
19 113 (2.47%) SQL Server 2012
20 109 (2.38%) OLAP
Development Applications
1 687 (14.99%) Git (software)
2 396 (8.64%) Jenkins
3 327 (7.14%) JIRA
4 289 (6.31%) Subversion
5 283 (6.17%) Maven
6 203 (4.43%) JUnit
7 166 (3.62%) Visual Studio
8 155 (3.38%) Team Foundation Server
9 148 (3.23%) TeamCity
10 134 (2.92%) Selenium
11 120 (2.62%) Mercurial
12 119 (2.60%) Ant
13 97 (2.12%) Cucumber
14 74 (1.61%) jMock
15 71 (1.55%) Hudson
16 68 (1.48%) Eclipse
17 67 (1.46%) EasyMock
17 67 (1.46%) Gradle
18 63 (1.37%) Atlassian Bamboo
19 62 (1.35%) Mockito
General
1 1377 (30.05%) Finance
2 499 (10.89%) Banking
3 294 (6.42%) Investment Banking
4 265 (5.78%) Marketing
5 257 (5.61%) Retail Banking
6 241 (5.26%) Retail
7 233 (5.08%) Front Office
8 171 (3.73%) Telecoms
9 134 (2.92%) Electronics
10 131 (2.86%) Manufacturing
11 96 (2.09%) Games
12 78 (1.70%) Financial Institution
13 77 (1.68%) Legal
14 71 (1.55%) Publishing
15 68 (1.48%) Advertising
16 45 (0.98%) Back Office
16 45 (0.98%) Pharmaceutical
17 38 (0.83%) Law
18 32 (0.70%) Automotive
19 23 (0.50%) French Language
Job Titles
1 2434 (53.11%) Developer
2 714 (15.58%) Java Developer
3 439 (9.58%) Senior Developer
4 418 (9.12%) .NET Developer
5 399 (8.71%) C# Developer
6 363 (7.92%) Analyst
7 334 (7.29%) Software Developer
8 325 (7.09%) SQL Developer
9 317 (6.92%) Software Engineer
10 311 (6.79%) Architect
11 261 (5.69%) C# .NET Developer
12 217 (4.73%) Full Stack Developer
13 191 (4.17%) DBA
14 170 (3.71%) Web Developer
15 160 (3.49%) Junior
16 158 (3.45%) Consultant
17 153 (3.34%) JavaScript Developer
17 153 (3.34%) Senior Java Developer
18 145 (3.16%) PHP Developer
19 143 (3.12%) Python Developer
Libraries, Frameworks & Software Standards
1 1091 (23.81%) HTML
2 1050 (22.91%) .NET
3 871 (19.01%) CSS
4 673 (14.68%) Web Services
5 670 (14.62%) Spring
6 633 (13.81%) XML
7 561 (12.24%) AngularJS
8 538 (11.74%) jQuery
9 472 (10.30%) ASP.NET
9 472 (10.30%) REST
10 469 (10.23%) HTML5
11 380 (8.29%) Hibernate
12 371 (8.10%) RESTful
13 347 (7.57%) JSON
14 300 (6.55%) CSS3
15 286 (6.24%) Node.js
16 262 (5.72%) J2EE
17 261 (5.69%) .NET Framework
18 249 (5.43%) SOAP
19 203 (4.43%) Java EE
Miscellaneous
1 637 (13.90%) Computer Science
2 626 (13.66%) Analytical Skills
3 245 (5.35%) Algorithms
4 232 (5.06%) User Experience
5 227 (4.95%) Data Structures
6 195 (4.25%) Enterprise Software
7 180 (3.93%) Fintech
8 130 (2.84%) Management Information System
9 114 (2.49%) Greenfield Project
10 112 (2.44%) Linux Command Line
11 107 (2.33%) Client/Server
12 95 (2.07%) Mobile App
13 80 (1.75%) Data Centre
14 79 (1.72%) Foreign Exchange (FX)
15 62 (1.35%) Replication
16 57 (1.24%) Fixed Income
17 54 (1.18%) Life Science
18 49 (1.07%) Reference Data
19 47 (1.03%) Virtual Team
20 46 (1.00%) Public Cloud
Operating Systems
1 988 (21.56%) Linux
2 557 (12.15%) Unix
3 534 (11.65%) Windows
4 106 (2.31%) Windows Server
5 96 (2.09%) Android
6 68 (1.48%) Apple iOS
7 67 (1.46%) Solaris
8 62 (1.35%) Red Hat Enterprise Linux
9 46 (1.00%) Windows Server 2008
10 32 (0.70%) Debian
11 30 (0.65%) Windows Server 2012
12 21 (0.46%) Mac OS X
12 21 (0.46%) Ubuntu
13 18 (0.39%) AIX
13 18 (0.39%) Windows 10
13 18 (0.39%) Windows 7
14 13 (0.28%) Mac OS
14 13 (0.28%) VMS
15 12 (0.26%) CentOS
16 11 (0.24%) Windows 8
Processes & Methodologies
1 1927 (42.05%) Agile Software Development
2 937 (20.45%) OO
3 742 (16.19%) Scrum
4 705 (15.38%) Software Engineering
5 694 (15.14%) TDD
6 680 (14.84%) Business Intelligence
7 668 (14.58%) MVC
8 622 (13.57%) SDLC
9 479 (10.45%) Test Automation
10 470 (10.26%) Analytics
11 466 (10.17%) Continuous Integration
12 455 (9.93%) BDD
13 437 (9.54%) DevOps
14 434 (9.47%) Web Development
15 433 (9.45%) ETL
16 421 (9.19%) Microservices
17 404 (8.82%) Data Modelling
18 375 (8.18%) Open Source
19 358 (7.81%) OOD
20 357 (7.79%) Unit Testing
Programming Languages
1 2454 (53.55%) SQL
2 1851 (40.39%) Java
3 1389 (30.31%) JavaScript
4 953 (20.79%) C#
5 761 (16.60%) Python
6 447 (9.75%) T-SQL
7 330 (7.20%) C++
8 323 (7.05%) PHP
9 247 (5.39%) Scala
10 227 (4.95%) PL/SQL
11 221 (4.82%) C
12 193 (4.21%) Ruby
13 159 (3.47%) Shell Script
14 147 (3.21%) Go
15 144 (3.14%) Perl
16 135 (2.95%) VB.NET
17 125 (2.73%) Bash Shell
18 120 (2.62%) PowerShell
19 116 (2.53%) Groovy
20 108 (2.36%) VB
Qualifications
1 980 (21.38%) Degree
2 308 (6.72%) Computer Science Degree
3 125 (2.73%) Security Cleared
4 91 (1.99%) Master's Degree
5 54 (1.18%) Microsoft Certification
6 44 (0.96%) SC Cleared
7 42 (0.92%) Numerate Degree
8 37 (0.81%) DV Cleared
9 35 (0.76%) PhD
10 26 (0.57%) ISTQB
11 18 (0.39%) ISEB
11 18 (0.39%) MCTS
12 17 (0.37%) Oracle Certification
13 15 (0.33%) MCITP
14 13 (0.28%) CCNA
14 13 (0.28%) Cisco Certification
14 13 (0.28%) CISSP
15 12 (0.26%) HND
15 12 (0.26%) MCSE
15 12 (0.26%) RHCE
Quality Assurance & Compliance
1 318 (6.94%) QA
2 102 (2.23%) Data Quality
3 42 (0.92%) SLA
4 41 (0.89%) PCI DSS
5 26 (0.57%) GDPR
6 20 (0.44%) GCP
6 20 (0.44%) ISO/IEC 27001
7 10 (0.22%) GAAP
8 9 (0.20%) Solvency II
9 7 (0.15%) COBIT
10 6 (0.13%) PMO
11 5 (0.11%) ISO 20022
12 4 (0.087%) 21 CFR Part 11
12 4 (0.087%) MiFID
12 4 (0.087%) Sarbanes-Oxley
13 3 (0.065%) ISO 15022
13 3 (0.065%) SEPA
13 3 (0.065%) WAI
14 2 (0.044%) HL7
14 2 (0.044%) IFRS
System Software
1 267 (5.83%) Docker
2 121 (2.64%) Active Directory
3 59 (1.29%) Oracle RAC
4 50 (1.09%) VMware Infrastructure
5 42 (0.92%) HDFS
6 25 (0.55%) Apache Flume
7 20 (0.44%) Virtual Machines
8 14 (0.31%) Hyper-V
9 9 (0.20%) Xen
10 8 (0.17%) Veritas Cluster Server
10 8 (0.17%) VirtualBox
11 7 (0.15%) XenApp
12 6 (0.13%) Virtual Desktop
13 5 (0.11%) MetaFrame
14 4 (0.087%) iptables
14 4 (0.087%) KVM
14 4 (0.087%) Virtual Servers
15 2 (0.044%) Tivoli Workload Scheduler
15 2 (0.044%) Varnish
15 2 (0.044%) VMware ESXi
Systems Management
1 186 (4.06%) Puppet
2 178 (3.88%) Ansible
3 149 (3.25%) Opscode Chef
4 85 (1.85%) Kubernetes
5 41 (0.89%) Mesos
6 38 (0.83%) Data Guard
7 37 (0.81%) Oozie
8 31 (0.68%) Oracle RMAN
9 26 (0.57%) Oracle Enterprise Manager
10 25 (0.55%) Nagios
10 25 (0.55%) Salt
10 25 (0.55%) Terraform
11 21 (0.46%) Systems Management Server (SMS)
12 19 (0.41%) Marathon
12 19 (0.41%) ZABBIX
13 18 (0.39%) Kibana
14 12 (0.26%) Hadoop YARN
15 11 (0.24%) Control-M
15 11 (0.24%) logstash
16 10 (0.22%) HP Quality Center
Vendors
1 1239 (27.03%) Oracle
2 867 (18.92%) Microsoft
3 207 (4.52%) SAP
4 136 (2.97%) Google
5 123 (2.68%) Sybase
6 119 (2.60%) Tableau
7 85 (1.85%) Informatica
8 77 (1.68%) IBM
9 76 (1.66%) MicroStrategy
10 71 (1.55%) VMware
11 67 (1.46%) Perforce
12 58 (1.27%) Red Hat
13 57 (1.24%) Splunk
14 54 (1.18%) Cognos
14 54 (1.18%) TIBCO
15 52 (1.13%) Salesforce.com
16 47 (1.03%) Atlassian
17 44 (0.96%) CA Agile Central
17 44 (0.96%) GoldenSource
18 42 (0.92%) Zend