Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 14 August 2018

The following table provides summary statistics for permanent job vacancies advertised in London 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 14 August 2018 with a comparison to the same period in the previous 2 years.

Relational Database
England > London
6 months to
14 Aug 2018		 Same period 2017 Same period 2016
Rank 105 104 101
Rank change year-on-year -1 -3 -13
Permanent jobs citing Relational Database 2,142 2,292 2,545
As % of all permanent IT jobs advertised in London 3.09% 3.10% 3.13%
As % of the Database & Business Intelligence category 9.82% 10.44% 10.44%
Number of salaries quoted 1,536 1,613 2,110
London median annual salary £60,000 £60,000 £59,500
Median salary % change year-on-year - +0.84% +3.48%
10th Percentile £38,750 £37,500 £37,500
90th Percentile £95,000 £90,000 £86,250
England median annual salary £52,000 £50,000 £50,000
% change year-on-year +4.00% - +5.26%

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 London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 21,813 21,947 24,378
As % of all permanent IT jobs advertised in London 31.44% 29.65% 30.00%
Number of salaries quoted 17,211 17,944 21,283
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £37,500 £36,250 £35,000
90th Percentile £92,500 £90,000 £85,000
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Relational Database
Job Vacancy Trend in London

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

Job vacancy trend for Relational Database in London

Relational Database
Salary Trend in London

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

Salary trend for Relational Database in London

Relational Database
Salary Histogram in London

The salary distribution of IT jobs citing Relational Database in London over the 6 months to 14 August 2018.

Salary histogram for Relational Database in London

Relational Database
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Relational Database within the London region over the 6 months to 14 August 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
Central London -9 387 £60,000 +4.35% 95
West London +17 95 £55,000 +15.79% 26
South London -11 51 £52,000 +9.47% 6
East London -21 34 £47,500 -9.52% 15
North London +22 31 £42,500 -19.05% 4
Relational Database
England

For the 6 months to 14 August 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 London region with a requirement for Relational Database.

1 1,232 (57.52%) SQL
2 880 (41.08%) Java
3 846 (39.50%) Finance
4 731 (34.13%) Agile Software Development
5 694 (32.40%) RDBMS
6 637 (29.74%) SQL Server
7 574 (26.80%) Python
8 529 (24.70%) JavaScript
9 528 (24.65%) Oracle
10 510 (23.81%) Linux
11 497 (23.20%) Problem-Solving
12 455 (21.24%) Degree
13 451 (21.06%) Banking
14 437 (20.40%) Analytical Skills
15 434 (20.26%) Amazon AWS
16 404 (18.86%) Big Data
17 399 (18.63%) HTML
18 374 (17.46%) C#
19 363 (16.95%) Microsoft
20 361 (16.85%) .NET
21 343 (16.01%) Computer Science
22 337 (15.73%) ETL
23 321 (14.99%) OO
24 320 (14.94%) Web Services
24 320 (14.94%) NoSQL
25 300 (14.01%) TDD
26 287 (13.40%) Analytics
27 280 (13.07%) CSS
28 275 (12.84%) PostgreSQL
29 272 (12.70%) Windows

Relational Database
Co-occurring IT Skills in London 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
1 164 (7.66%) Apache Spark
2 117 (5.46%) Apache
3 100 (4.67%) Elasticsearch
4 88 (4.11%) JBoss
5 82 (3.83%) Tomcat
6 75 (3.50%) Confluence
7 64 (2.99%) WebSphere
8 63 (2.94%) IIS
9 51 (2.38%) WebLogic
10 30 (1.40%) SharePoint
11 26 (1.21%) Adobe Experience Manager
11 26 (1.21%) Oracle HTTP Server
12 25 (1.17%) Apache Solr
13 24 (1.12%) CMS
14 19 (0.89%) GlassFish
15 18 (0.84%) OpenStack
15 18 (0.84%) SAS
15 18 (0.84%) WildFly
16 17 (0.79%) Ethereum
16 17 (0.79%) Oracle SOA Suite
Applications
1 93 (4.34%) Microsoft Excel
2 71 (3.31%) Microsoft Office
3 21 (0.98%) Spreadsheet
4 13 (0.61%) MS Visio
5 8 (0.37%) Microsoft PowerPoint
6 5 (0.23%) SPSS
7 4 (0.19%) Chatbot
7 4 (0.19%) GNU Octave
8 2 (0.093%) Microsoft Project
9 1 (0.047%) Acrobat
9 1 (0.047%) GIMP
9 1 (0.047%) HipChat
9 1 (0.047%) Photoshop
Business Applications
1 24 (1.12%) SimCorp Dimension
2 19 (0.89%) Relativity
3 18 (0.84%) Ringtail
4 14 (0.65%) SAP Hybris
5 12 (0.56%) SDL Web 8
6 11 (0.51%) Veritas eDiscovery
7 9 (0.42%) Concordance
8 8 (0.37%) Infor SunSystems
9 7 (0.33%) Remedy ITSM
9 7 (0.33%) Sentinel
10 6 (0.28%) Distributed Ledger
11 5 (0.23%) CSG Singleview
11 5 (0.23%) MetaTrader
11 5 (0.23%) PeopleSoft CRM
12 4 (0.19%) Oracle Receivables
13 3 (0.14%) FastStats
13 3 (0.14%) Markit EDM
13 3 (0.14%) NetSuite
14 2 (0.093%) Dynamics CRM
14 2 (0.093%) Dynamics NAV
Cloud Services
1 434 (20.26%) Amazon AWS
2 254 (11.86%) Microsoft Azure
3 92 (4.30%) SaaS
4 77 (3.59%) GitHub
5 73 (3.41%) Cloud Computing
6 55 (2.57%) Amazon EC2
7 51 (2.38%) IaaS
8 45 (2.10%) Amazon S3
8 45 (2.10%) Serverless
9 43 (2.01%) Google Cloud Platform
10 31 (1.45%) AWS CloudFormation
11 24 (1.12%) AWS Lambda
12 20 (0.93%) Amazon ELB
12 20 (0.93%) Route 53
13 17 (0.79%) Amazon ElastiCache
13 17 (0.79%) Loggly
13 17 (0.79%) Sumo Logic
14 14 (0.65%) Amazon EMR
14 14 (0.65%) PaaS
15 10 (0.47%) Office 365
Communications & Networking
1 100 (4.67%) HTTP
2 72 (3.36%) TCP/IP
3 68 (3.17%) Internet
4 58 (2.71%) Firewall
5 39 (1.82%) SAN
6 33 (1.54%) NAS
7 23 (1.07%) DNS
8 20 (0.93%) VPN
9 18 (0.84%) AMQP
10 15 (0.70%) WebEx
11 8 (0.37%) FTP
11 8 (0.37%) LAN
11 8 (0.37%) WAN
12 5 (0.23%) Wireless
13 4 (0.19%) Skype
14 3 (0.14%) 3G
14 3 (0.14%) 4G
14 3 (0.14%) HTTPS
14 3 (0.14%) Wi-Fi
15 2 (0.093%) Intranet
Database & Business Intelligence
1 694 (32.40%) RDBMS
2 637 (29.74%) SQL Server
3 404 (18.86%) Big Data
4 320 (14.94%) NoSQL
5 275 (12.84%) PostgreSQL
6 241 (11.25%) Data Warehouse
7 230 (10.74%) MySQL
8 208 (9.71%) SQL Server Integration Services
9 190 (8.87%) MongoDB
10 166 (7.75%) Hadoop
11 140 (6.54%) SQL Server Reporting Services
12 123 (5.74%) Oracle Database
13 98 (4.58%) Power BI
14 87 (4.06%) Redis
14 87 (4.06%) SQL Server 2008
14 87 (4.06%) SQL Server Analysis Services
15 84 (3.92%) DB2
16 69 (3.22%) SQL Server 2012
17 65 (3.03%) Apache Cassandra
18 59 (2.75%) Oracle Database 11g
Development Applications
1 260 (12.14%) Git (software)
2 128 (5.98%) JIRA
3 118 (5.51%) Maven
4 115 (5.37%) Jenkins
5 71 (3.31%) Subversion
6 68 (3.17%) TeamCity
7 51 (2.38%) Selenium
8 42 (1.96%) JUnit
9 40 (1.87%) Team Foundation Server
10 38 (1.77%) Bitbucket
11 37 (1.73%) Vagrant
12 36 (1.68%) Visual Studio
13 35 (1.63%) Atlassian Bamboo
14 34 (1.59%) Gradle
15 31 (1.45%) Octopus Deploy
16 30 (1.40%) Ant
16 30 (1.40%) Cucumber
17 25 (1.17%) Eclipse
18 24 (1.12%) NUnit
19 23 (1.07%) gulp
General
1 846 (39.50%) Finance
2 451 (21.06%) Banking
3 245 (11.44%) Investment Banking
4 219 (10.22%) Financial Institution
5 108 (5.04%) Marketing
6 106 (4.95%) Retail
7 85 (3.97%) Advertising
8 84 (3.92%) Front Office
9 68 (3.17%) Games
10 46 (2.15%) Legal
11 44 (2.05%) Telecoms
12 41 (1.91%) Back Office
13 30 (1.40%) Law
14 11 (0.51%) Billing
14 11 (0.51%) German Language
14 11 (0.51%) Manufacturing
15 10 (0.47%) French Language
16 7 (0.33%) Pharmaceutical
17 5 (0.23%) Electronics
17 5 (0.23%) Publishing
Job Titles
1 932 (43.51%) Developer
2 296 (13.82%) Java Developer
3 261 (12.18%) Analyst
4 177 (8.26%) Senior Developer
5 152 (7.10%) Architect
6 121 (5.65%) C# Developer
6 121 (5.65%) SQL Developer
7 119 (5.56%) Applications Support
8 114 (5.32%) DBA
9 92 (4.30%) Software Developer
10 90 (4.20%) Data Engineer
11 88 (4.11%) Python Developer
12 86 (4.01%) Consultant
13 81 (3.78%) .NET Developer
13 81 (3.78%) Software Engineer
14 78 (3.64%) Support Analyst
15 70 (3.27%) Full Stack Developer
16 69 (3.22%) Java Engineer
17 65 (3.03%) Business Intelligence Developer
18 64 (2.99%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 399 (18.63%) HTML
2 361 (16.85%) .NET
3 320 (14.94%) Web Services
4 280 (13.07%) CSS
5 263 (12.28%) AngularJS
6 261 (12.18%) Spring
7 243 (11.34%) XML
8 228 (10.64%) RESTful
9 170 (7.94%) REST
10 162 (7.56%) HTML5
11 157 (7.33%) React
12 149 (6.96%) JSON
13 146 (6.82%) Hibernate
14 133 (6.21%) Kafka
15 126 (5.88%) Node.js
16 122 (5.70%) SOAP
17 121 (5.65%) jQuery
18 116 (5.42%) ASP.NET
19 115 (5.37%) .NET Framework
20 91 (4.25%) Ajax
Miscellaneous
1 437 (20.40%) Analytical Skills
2 343 (16.01%) Computer Science
3 200 (9.34%) Cyberthreat
4 180 (8.40%) Fintech
5 117 (5.46%) Algorithms
6 92 (4.30%) Self-Motivation
7 90 (4.20%) Derivative
8 83 (3.87%) Data Structures
9 82 (3.83%) Management Information System
10 81 (3.78%) Replication
11 80 (3.73%) Enterprise Software
12 77 (3.59%) Hedge funds
13 69 (3.22%) Equities
13 69 (3.22%) User Experience
14 50 (2.33%) Greenfield Project
15 49 (2.29%) Fixed Income
16 45 (2.10%) Clustering
17 39 (1.82%) Foreign Exchange (FX)
18 34 (1.59%) Analytical Mindset
18 34 (1.59%) Virtual Team
Operating Systems
1 510 (23.81%) Linux
2 272 (12.70%) Windows
3 242 (11.30%) Unix
4 75 (3.50%) Red Hat Enterprise Linux
5 62 (2.89%) Windows Server
6 31 (1.45%) Windows 7
7 28 (1.31%) Solaris
8 26 (1.21%) CentOS
9 24 (1.12%) Android
9 24 (1.12%) VMS
10 21 (0.98%) Ubuntu
11 18 (0.84%) Apple iOS
12 14 (0.65%) Windows Server 2012
13 13 (0.61%) AIX
13 13 (0.61%) Windows Server 2008
14 11 (0.51%) HPUX
14 11 (0.51%) Mac OS X
14 11 (0.51%) Oracle Linux
15 8 (0.37%) CoreOS
16 1 (0.047%) Amazon Linux
Processes & Methodologies
1 731 (34.13%) Agile Software Development
2 497 (23.20%) Problem-Solving
3 337 (15.73%) ETL
4 321 (14.99%) OO
5 300 (14.01%) TDD
6 287 (13.40%) Analytics
7 267 (12.46%) DevOps
8 247 (11.53%) Investment Management
9 244 (11.39%) Software Engineering
10 235 (10.97%) Business Intelligence
11 226 (10.55%) Low Latency
12 224 (10.46%) Microservices
13 222 (10.36%) SDLC
14 202 (9.43%) Risk Management
15 196 (9.15%) Scrum
15 196 (9.15%) Strategic Thinking
16 191 (8.92%) Innovative Thinking
17 188 (8.78%) Test Automation
18 186 (8.68%) Continuous Integration
19 173 (8.08%) Data Modelling
Programming Languages
1 1,232 (57.52%) SQL
2 880 (41.08%) Java
3 574 (26.80%) Python
4 529 (24.70%) JavaScript
5 374 (17.46%) C#
6 206 (9.62%) T-SQL
7 199 (9.29%) C++
8 169 (7.89%) Perl
9 166 (7.75%) Scala
10 133 (6.21%) PHP
11 116 (5.42%) Shell Script
12 110 (5.14%) PowerShell
13 108 (5.04%) Java 8
14 105 (4.90%) Ruby
15 99 (4.62%) PL/SQL
16 98 (4.58%) Bash Shell
17 70 (3.27%) R
18 65 (3.03%) C
19 59 (2.75%) Go
20 55 (2.57%) VBA
Qualifications
1 455 (21.24%) Degree
2 172 (8.03%) Computer Science Degree
3 58 (2.71%) Master's Degree
4 32 (1.49%) PhD
5 31 (1.45%) Security Cleared
6 20 (0.93%) Microsoft Certification
7 14 (0.65%) Numerate Degree
8 12 (0.56%) DV Cleared
8 12 (0.56%) MCSE
9 10 (0.47%) MCSA
10 9 (0.42%) Oracle Certification
11 8 (0.37%) ACCA
11 8 (0.37%) CIMA
11 8 (0.37%) OCP
11 8 (0.37%) SC Cleared
12 7 (0.33%) ISTQB
13 6 (0.28%) AWS Certification
13 6 (0.28%) GSEC
14 5 (0.23%) ITIL Certification
14 5 (0.23%) MCP
Quality Assurance & Compliance
1 164 (7.66%) QA
2 59 (2.75%) Data Quality
3 25 (1.17%) GDPR
4 14 (0.65%) SLA
5 5 (0.23%) MiFID
5 5 (0.23%) Sarbanes-Oxley
6 4 (0.19%) GCP
7 3 (0.14%) HL7
8 2 (0.093%) ISO/IEC 20000
9 1 (0.047%) Dodd-Frank
System Software
1 211 (9.85%) Docker
2 57 (2.66%) Oracle RAC
3 53 (2.47%) Active Directory
4 28 (1.31%) HDFS
5 26 (1.21%) VMware Infrastructure
6 21 (0.98%) Virtual Machines
7 19 (0.89%) Hyper-V
8 14 (0.65%) Apache Flume
9 7 (0.33%) VirtualBox
10 6 (0.28%) Apache ZooKeeper
10 6 (0.28%) Firmware
10 6 (0.28%) Tivoli Workload Scheduler
11 4 (0.19%) OpenAM
12 3 (0.14%) XenServer
13 2 (0.093%) iptables
13 2 (0.093%) KVM
13 2 (0.093%) LXC
13 2 (0.093%) Varnish
13 2 (0.093%) Xen
13 2 (0.093%) XenApp
Systems Management
1 96 (4.48%) Kubernetes
2 92 (4.30%) Ansible
3 83 (3.87%) Puppet
4 77 (3.59%) Opscode Chef
5 55 (2.57%) Terraform
6 32 (1.49%) Nagios
7 26 (1.21%) Kibana
8 22 (1.03%) Data Guard
9 21 (0.98%) logstash
9 21 (0.98%) Packer
10 20 (0.93%) Salt
11 19 (0.89%) ITRS Geneos
12 18 (0.84%) Docker Swarm
13 17 (0.79%) ZABBIX
14 16 (0.75%) Microsoft Clustering
15 15 (0.70%) Prometheus
16 14 (0.65%) Mesos
17 12 (0.56%) Oracle Enterprise Manager
18 11 (0.51%) Control-M
18 11 (0.51%) Oracle RMAN
Vendors
1 528 (24.65%) Oracle
2 363 (16.95%) Microsoft
3 163 (7.61%) Sybase
4 115 (5.37%) Tableau
5 69 (3.22%) Red Hat
6 68 (3.17%) Google
7 56 (2.61%) Splunk
8 55 (2.57%) SAP
9 49 (2.29%) VMware
10 47 (2.19%) Salesforce.com
11 45 (2.10%) IBM
12 38 (1.77%) Informatica
13 33 (1.54%) Adobe
14 26 (1.21%) OutSystems
15 24 (1.12%) SimCorp
16 23 (1.07%) AppDynamics
17 22 (1.03%) Sun
17 22 (1.03%) Talend
18 21 (0.98%) Remedy
19 19 (0.89%) Cognos