Period
to 21 April 2018

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 21 April 2018 with a comparison to the same period in the previous 2 years.

Relational Database
UK > England
6 months to
21 Apr 2018
Same period 2017 Same period 2016
Rank 130 111 94
Rank change year-on-year -19 -17 +16
Permanent jobs citing Relational Database 4,202 4,473 5,989
As % of all permanent IT jobs advertised in England 2.53% 2.77% 3.11%
As % of the Database & Business Intelligence category 8.23% 9.12% 9.90%
Number of salaries quoted 3,267 3,672 5,002
England median annual salary £50,000 £49,000 £50,000
Median salary % change year-on-year +2.04% -2.00% +11.11%
10th Percentile £31,250 £29,525 £29,750
90th Percentile £80,000 £80,000 £75,000
UK median annual salary £50,000 £50,000 £50,000

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 51,030 49,035 60,475
As % of all permanent IT jobs advertised in England 30.71% 30.39% 31.45%
Number of salaries quoted 42,755 42,255 52,031
England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,000 £29,750 £29,000
90th Percentile £80,000 £77,500 £75,000
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

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 21 April 2018.

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 21 April 2018. 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 -31 1,877 £60,000 +3.45% 277
South East +29 877 £47,500 +13.77% 124
East of England -4 433 £47,500 +5.56% 56
North of England -31 433 £45,000 +12.50% 124
South West -9 293 £37,500 -6.25% 50
Midlands -9 286 £43,500 +16.00% 58
North West -26 261 £45,000 +12.50% 60
West Midlands -15 180 £42,500 +13.33% 32
Yorkshire -32 150 £45,000 +12.50% 55
East Midlands +11 106 £45,000 +12.50% 26
North East -13 22 £36,595 -2.41% 9
Relational Database
UK

For the 6 months to 21 April 2018, IT jobs citing Relational Database also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the England region with a requirement for Relational Database.

1 2,139 (50.90%) SQL
2 1,671 (39.77%) Agile Software Development
3 1,578 (37.55%) Java
4 1,433 (34.10%) RDBMS
5 1,394 (33.17%) SQL Server
6 1,250 (29.75%) JavaScript
7 1,164 (27.70%) Oracle
8 949 (22.58%) HTML
9 938 (22.32%) Finance
10 911 (21.68%) Degree
11 892 (21.23%) Linux
12 886 (21.09%) C#
13 849 (20.20%) .NET
14 819 (19.49%) Python
15 752 (17.90%) Amazon AWS
16 739 (17.59%) CSS
17 702 (16.71%) Microsoft
18 681 (16.21%) MySQL
19 651 (15.49%) Web Services
20 634 (15.09%) TDD
21 631 (15.02%) OO
22 619 (14.73%) Software Engineering
23 616 (14.66%) Git (software)
24 592 (14.09%) Problem-Solving
25 591 (14.06%) NoSQL
26 575 (13.68%) Computer Science
27 556 (13.23%) MVC
28 554 (13.18%) Analytical Skills
29 546 (12.99%) Scrum
30 543 (12.92%) Spring

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
1 245 (5.83%) Apache Spark
2 223 (5.31%) Apache
3 185 (4.40%) Tomcat
4 151 (3.59%) WebSphere
5 134 (3.19%) JBoss
6 129 (3.07%) Elasticsearch
7 121 (2.88%) WebLogic
8 94 (2.24%) Confluence
9 81 (1.93%) Oracle SOA Suite
10 73 (1.74%) CMS
11 71 (1.69%) SharePoint
12 68 (1.62%) IIS
13 61 (1.45%) SAS
14 51 (1.21%) Apache Solr
15 46 (1.09%) Apache Pig
16 45 (1.07%) nginx
17 41 (0.98%) Oracle HTTP Server
18 40 (0.95%) OpenStack
19 38 (0.90%) WildFly
20 31 (0.74%) Mule
Applications
1 171 (4.07%) Microsoft Excel
2 103 (2.45%) Microsoft Office
3 38 (0.90%) MS Visio
4 30 (0.71%) Spreadsheet
5 26 (0.62%) SPSS
6 19 (0.45%) Microsoft PowerPoint
7 11 (0.26%) Microsoft Project
8 9 (0.21%) GNU Octave
9 6 (0.14%) Weka
10 5 (0.12%) HipChat
10 5 (0.12%) Photoshop
11 2 (0.048%) Adobe Creative Suite
11 2 (0.048%) Chatbot
11 2 (0.048%) FrameMaker
11 2 (0.048%) RoboHelp
12 1 (0.024%) Acrobat
12 1 (0.024%) Fireworks
12 1 (0.024%) SPSS Modeler
Business Applications
1 28 (0.67%) Dynamics CRM
2 25 (0.59%) Relativity
3 23 (0.55%) Magento
3 23 (0.55%) Oracle EBS
4 22 (0.52%) Ringtail
5 19 (0.45%) Oracle Applications
6 17 (0.40%) Concordance
6 17 (0.40%) Infor SunSystems
7 12 (0.29%) Cognos TM1
8 11 (0.26%) Adobe Campaign
8 11 (0.26%) Dynamics AX
8 11 (0.26%) SAP Hybris
9 10 (0.24%) Oracle EBS R12
9 10 (0.24%) Payment Gateway
10 9 (0.21%) Oracle 11i
10 9 (0.21%) Veritas eDiscovery
11 8 (0.19%) Maximo
11 8 (0.19%) SDL Web 8
11 8 (0.19%) SimCorp Dimension
12 7 (0.17%) Cognos Business Intelligence
Cloud Services
1 752 (17.90%) Amazon AWS
2 454 (10.80%) Microsoft Azure
3 168 (4.00%) SaaS
4 148 (3.52%) Cloud Computing
5 93 (2.21%) IaaS
6 84 (2.00%) Serverless
7 83 (1.98%) GitHub
8 71 (1.69%) Google Cloud Platform
9 53 (1.26%) PaaS
10 41 (0.98%) Amazon S3
11 36 (0.86%) Amazon EC2
12 35 (0.83%) AWS Lambda
13 34 (0.81%) Office 365
14 26 (0.62%) AWS CloudFormation
14 26 (0.62%) npm
15 24 (0.57%) Dynamics 365
16 21 (0.50%) Bluemix
16 21 (0.50%) IBM Cloud
17 15 (0.36%) Amazon EMR
18 13 (0.31%) Sumo Logic
Communications & Networking
1 166 (3.95%) HTTP
2 98 (2.33%) Internet
3 69 (1.64%) TCP/IP
4 63 (1.50%) Firewall
5 53 (1.26%) DNS
6 46 (1.09%) SAN
7 39 (0.93%) VPN
8 30 (0.71%) NAS
9 28 (0.67%) Intranet
10 26 (0.62%) SSH
11 23 (0.55%) LAN
12 20 (0.48%) SSL
13 19 (0.45%) WAN
13 19 (0.45%) WebEx
14 16 (0.38%) AMQP
15 14 (0.33%) Kerberos
16 12 (0.29%) DHCP
16 12 (0.29%) FTP
17 11 (0.26%) SMS
18 10 (0.24%) Wireless
Database & Business Intelligence
1 1,433 (34.10%) RDBMS
2 1,394 (33.17%) SQL Server
3 681 (16.21%) MySQL
4 591 (14.06%) NoSQL
5 505 (12.02%) PostgreSQL
6 435 (10.35%) Big Data
7 433 (10.30%) Data Warehouse
8 351 (8.35%) MongoDB
9 321 (7.64%) Oracle Database
10 317 (7.54%) SQL Server Integration Services
11 309 (7.35%) Hadoop
12 255 (6.07%) SQL Server Reporting Services
13 170 (4.05%) Apache Cassandra
14 154 (3.66%) SQL Server Analysis Services
15 139 (3.31%) Apache Hive
16 132 (3.14%) Power BI
17 118 (2.81%) SQL Server 2008
18 98 (2.33%) DB2
19 90 (2.14%) SQL Server 2012
20 85 (2.02%) Redis
Development Applications
1 616 (14.66%) Git (software)
2 372 (8.85%) Jenkins
3 219 (5.21%) Subversion
4 213 (5.07%) JIRA
5 212 (5.05%) Maven
6 136 (3.24%) JUnit
7 114 (2.71%) Cucumber
7 114 (2.71%) Visual Studio
8 109 (2.59%) Team Foundation Server
9 99 (2.36%) Selenium
10 87 (2.07%) Gradle
11 80 (1.90%) Vagrant
12 77 (1.83%) TeamCity
13 71 (1.69%) Bitbucket
14 63 (1.50%) gulp
15 58 (1.38%) Atlassian Bamboo
16 55 (1.31%) Eclipse
17 53 (1.26%) Ant
18 45 (1.07%) webpack
19 43 (1.02%) Mockito
General
1 938 (22.32%) Finance
2 248 (5.90%) Banking
3 236 (5.62%) Retail
4 154 (3.66%) Marketing
5 114 (2.71%) Advertising
6 103 (2.45%) Telecoms
7 96 (2.28%) Investment Banking
8 88 (2.09%) Games
9 84 (2.00%) Financial Institution
10 83 (1.98%) Legal
11 70 (1.67%) Front Office
12 67 (1.59%) Publishing
13 65 (1.55%) Manufacturing
14 61 (1.45%) Back Office
15 55 (1.31%) Law
16 42 (1.00%) Automotive
17 33 (0.79%) French Language
18 28 (0.67%) Pharmaceutical
19 26 (0.62%) Electronics
20 24 (0.57%) Billing
Job Titles
1 2,099 (49.95%) Developer
2 591 (14.06%) Java Developer
3 404 (9.61%) Analyst
4 379 (9.02%) Senior Developer
5 338 (8.04%) C# Developer
6 331 (7.88%) Software Developer
7 315 (7.50%) .NET Developer
8 262 (6.24%) Software Engineer
9 225 (5.35%) DBA
10 222 (5.28%) Architect
11 190 (4.52%) Applications Support
12 187 (4.45%) C# .NET Developer
13 186 (4.43%) Java Engineer
14 180 (4.28%) SQL Developer
15 177 (4.21%) Consultant
16 162 (3.86%) Full Stack Developer
17 147 (3.50%) PHP Developer
18 137 (3.26%) Senior Java Developer
19 127 (3.02%) Junior
20 125 (2.97%) C# Software Developer
Libraries, Frameworks & Software Standards
1 949 (22.58%) HTML
2 849 (20.20%) .NET
3 739 (17.59%) CSS
4 651 (15.49%) Web Services
5 543 (12.92%) Spring
6 490 (11.66%) AngularJS
7 487 (11.59%) XML
8 462 (10.99%) REST
9 410 (9.76%) HTML5
10 408 (9.71%) jQuery
10 408 (9.71%) RESTful
11 366 (8.71%) ASP.NET
12 314 (7.47%) JSON
13 278 (6.62%) J2EE
14 271 (6.45%) SOAP
15 263 (6.26%) .NET Framework
16 262 (6.24%) Hibernate
17 240 (5.71%) Java EE
18 236 (5.62%) Node.js
18 236 (5.62%) React
Miscellaneous
1 575 (13.68%) Computer Science
2 554 (13.18%) Analytical Skills
3 234 (5.57%) Fintech
4 196 (4.66%) Self-Motivation
5 175 (4.16%) Management Information System
6 160 (3.81%) Enterprise Software
7 135 (3.21%) Greenfield Project
8 131 (3.12%) Algorithms
9 121 (2.88%) Mobile App
10 111 (2.64%) Data Structures
11 109 (2.59%) User Experience
12 78 (1.86%) Replication
13 73 (1.74%) Client/Server
14 68 (1.62%) Clustering
15 58 (1.38%) Hedge funds
15 58 (1.38%) Linux Command Line
16 54 (1.29%) Equities
17 44 (1.05%) Public Cloud
18 40 (0.95%) Virtual Team
19 38 (0.90%) Fixed Income
Operating Systems
1 892 (21.23%) Linux
2 475 (11.30%) Unix
3 440 (10.47%) Windows
4 104 (2.48%) Red Hat Enterprise Linux
5 78 (1.86%) Windows Server
6 72 (1.71%) Android
7 59 (1.40%) Apple iOS
8 51 (1.21%) Solaris
9 31 (0.74%) Debian
10 30 (0.71%) Windows Server 2008
11 28 (0.67%) VMS
12 25 (0.59%) Mac OS
13 24 (0.57%) Windows 7
14 21 (0.50%) CentOS
15 20 (0.48%) AIX
16 19 (0.45%) Windows Server 2012
17 17 (0.40%) Ubuntu
18 14 (0.33%) Mac OS X
19 10 (0.24%) HPUX
20 9 (0.21%) CoreOS
Processes & Methodologies
1 1,671 (39.77%) Agile Software Development
2 634 (15.09%) TDD
3 631 (15.02%) OO
4 619 (14.73%) Software Engineering
5 592 (14.09%) Problem-Solving
6 556 (13.23%) MVC
7 546 (12.99%) Scrum
8 525 (12.49%) DevOps
9 483 (11.49%) Business Intelligence
10 469 (11.16%) Continuous Integration
11 447 (10.64%) ETL
12 438 (10.42%) Test Automation
13 414 (9.85%) Analytics
14 411 (9.78%) SDLC
15 360 (8.57%) Microservices
16 332 (7.90%) Web Development
17 322 (7.66%) Data Modelling
18 284 (6.76%) Open Source
19 281 (6.69%) BDD
20 272 (6.47%) Unit Testing
Programming Languages
1 2,139 (50.90%) SQL
2 1,578 (37.55%) Java
3 1,250 (29.75%) JavaScript
4 886 (21.09%) C#
5 819 (19.49%) Python
6 410 (9.76%) T-SQL
7 344 (8.19%) PHP
8 269 (6.40%) Scala
9 220 (5.24%) Perl
10 216 (5.14%) C++
11 211 (5.02%) PL/SQL
12 188 (4.47%) Shell Script
13 187 (4.45%) Ruby
14 180 (4.28%) Java 8
15 170 (4.05%) Bash Shell
16 129 (3.07%) R
17 122 (2.90%) C
18 113 (2.69%) PowerShell
19 90 (2.14%) VB.NET
20 86 (2.05%) VB
Qualifications
1 911 (21.68%) Degree
2 275 (6.54%) Computer Science Degree
3 87 (2.07%) Security Cleared
4 80 (1.90%) Master's Degree
5 49 (1.17%) Microsoft Certification
6 47 (1.12%) Numerate Degree
7 44 (1.05%) PhD
8 32 (0.76%) DV Cleared
9 30 (0.71%) ISTQB
10 27 (0.64%) OCP
10 27 (0.64%) Oracle Certification
11 25 (0.59%) ITIL Certification
12 21 (0.50%) SC Cleared
13 19 (0.45%) ISEB
14 17 (0.40%) MCSE
15 12 (0.29%) MCSA
15 12 (0.29%) MCSD
16 10 (0.24%) HND
17 9 (0.21%) PMI Certification
18 8 (0.19%) Microsoft Certified Architect
Quality Assurance & Compliance
1 290 (6.90%) QA
2 108 (2.57%) Data Quality
3 36 (0.86%) SLA
4 32 (0.76%) GCP
5 28 (0.67%) GDPR
6 15 (0.36%) ISO/IEC 27001
6 15 (0.36%) PCI DSS
7 9 (0.21%) SEPA
8 7 (0.17%) Sarbanes-Oxley
9 4 (0.095%) Disclosure Scotland
10 3 (0.071%) Actionable Recommendations
10 3 (0.071%) COBIT
10 3 (0.071%) PMO
11 2 (0.048%) HL7
12 1 (0.024%) DICOM
12 1 (0.024%) Dodd-Frank
12 1 (0.024%) HIPAA
12 1 (0.024%) ISO 9001
12 1 (0.024%) MiFID
12 1 (0.024%) WCAG
System Software
1 377 (8.97%) Docker
2 87 (2.07%) Oracle RAC
3 61 (1.45%) Active Directory
4 51 (1.21%) HDFS
5 46 (1.09%) VMware Infrastructure
6 30 (0.71%) Apache Flume
7 22 (0.52%) Hyper-V
8 20 (0.48%) VirtualBox
9 19 (0.45%) Virtual Machines
10 11 (0.26%) KVM
11 8 (0.19%) Apache ZooKeeper
11 8 (0.19%) Virtual Servers
11 8 (0.19%) vSphere
12 7 (0.17%) vCloud
12 7 (0.17%) VMware ESXi
12 7 (0.17%) VMware NSX
13 6 (0.14%) Xen
14 5 (0.12%) OpenAM
14 5 (0.12%) VMware Workstation
15 3 (0.071%) ACF2
Systems Management
1 178 (4.24%) Puppet
2 172 (4.09%) Ansible
3 137 (3.26%) Opscode Chef
4 98 (2.33%) Kubernetes
5 72 (1.71%) Terraform
6 43 (1.02%) Data Guard
7 38 (0.90%) Oracle RMAN
8 31 (0.74%) Oracle Enterprise Manager
8 31 (0.74%) Single Sign-On
9 24 (0.57%) Oozie
10 22 (0.52%) Kibana
11 21 (0.50%) Nagios
12 20 (0.48%) Mesos
13 18 (0.43%) Packer
14 17 (0.40%) Microsoft Clustering
14 17 (0.40%) Salt
15 15 (0.36%) ZABBIX
16 13 (0.31%) Marathon
17 12 (0.29%) Hadoop YARN
18 11 (0.26%) FTK
Vendors
1 1,164 (27.70%) Oracle
2 702 (16.71%) Microsoft
3 165 (3.93%) Tableau
4 122 (2.90%) SAP
5 106 (2.52%) Red Hat
6 102 (2.43%) Google
7 92 (2.19%) IBM
8 73 (1.74%) Sybase
9 61 (1.45%) Splunk
10 58 (1.38%) VMware
11 57 (1.36%) Capita
12 55 (1.31%) Informatica
13 50 (1.19%) MuleSoft
14 49 (1.17%) WorldPay
15 48 (1.14%) Teradata
16 47 (1.12%) Salesforce.com
17 41 (0.98%) Xamarin
18 39 (0.93%) Talend
19 36 (0.86%) Cognos
19 36 (0.86%) TIBCO