Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 28 January 2020

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 28 January 2020 with a comparison to the same period in the previous 2 years.

Relational Database
England > London
6 months to
28 Jan 2020		 Same period 2019 Same period 2018
Rank 119 117 131
Rank change year-on-year -2 +14 -35
Permanent jobs citing Relational Database 1,430 1,765 1,859
As % of all permanent IT jobs advertised in London 2.79% 2.81% 2.70%
As % of the Database & Business Intelligence category 9.99% 9.53% 8.92%
Number of salaries quoted 1,057 1,359 1,342
London median annual salary £70,000 £62,500 £60,000
Median salary % change year-on-year +12.00% +4.17% -
10th Percentile £42,500 £42,500 £40,000
90th Percentile £105,000 £92,750 £90,000
England median annual salary £55,715 £52,500 £50,000
% change year-on-year +6.12% +5.00% -

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 14,321 18,519 20,850
As % of all permanent IT jobs advertised in London 27.93% 29.46% 30.23%
Number of salaries quoted 11,833 15,323 17,130
London median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% +4.35%
10th Percentile £38,750 £37,500 £36,469
90th Percentile £105,000 £95,000 £89,000
England median annual salary £53,000 £52,500 £50,000
% change year-on-year +0.95% +5.00% +5.26%

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 28 January 2020.

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 28 January 2020. 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 -12 274 £70,000 +12.00% 63
West London +35 76 £52,500 -8.70% 38
North London +4 26 £45,000 - 3
South London -37 17 £67,500 +58.82% 9
East London +6 16 £55,000 -2.22% 16
Relational Database
England

For the 6 months to 28 January 2020, 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.

1 735 (51.40%) SQL
2 559 (39.09%) Java
3 538 (37.62%) Agile Software Development
4 460 (32.17%) AWS
5 437 (30.56%) Python
6 434 (30.35%) Finance
7 427 (29.86%) RDBMS
8 393 (27.48%) SQL Server
9 332 (23.22%) Oracle
10 321 (22.45%) PostgreSQL
11 306 (21.40%) Software Engineering
12 272 (19.02%) DevOps
13 265 (18.53%) JavaScript
14 253 (17.69%) C#
14 253 (17.69%) Azure
15 249 (17.41%) Microservices
16 242 (16.92%) MySQL
17 235 (16.43%) OO
18 226 (15.80%) Degree
19 222 (15.52%) ETL
20 221 (15.45%) Analytics
21 213 (14.90%) Docker
21 213 (14.90%) Computer Science
22 209 (14.62%) Git (software)
22 209 (14.62%) Linux
23 195 (13.64%) Fintech
24 187 (13.08%) Scrum
25 182 (12.73%) Spring
26 180 (12.59%) Big Data
27 175 (12.24%) NoSQL

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
1 127 (8.88%) Apache Spark
2 53 (3.71%) Elasticsearch
3 31 (2.17%) WebSphere
4 29 (2.03%) Confluence
5 28 (1.96%) Apache Airflow
5 28 (1.96%) CMS
6 27 (1.89%) Adobe Experience Manager
7 25 (1.75%) Luigi
8 24 (1.68%) Apache Solr
9 21 (1.47%) Apache
10 17 (1.19%) SharePoint
11 15 (1.05%) JBoss
12 14 (0.98%) SAS
12 14 (0.98%) Tomcat
13 12 (0.84%) WebSphere Application Server
14 10 (0.70%) Oracle SOA Suite
15 9 (0.63%) WebLogic
16 8 (0.56%) Oracle Workflow
17 7 (0.49%) Jupyter
17 7 (0.49%) OpenStack
Applications
1 64 (4.48%) Microsoft Excel
2 9 (0.63%) Microsoft Office
3 5 (0.35%) Microsoft Project
4 3 (0.21%) Microsoft PowerPoint
4 3 (0.21%) MS Visio
4 3 (0.21%) Spreadsheet
5 2 (0.14%) SPSS
6 1 (0.070%) GNU Octave
6 1 (0.070%) Simulink
Business Applications
1 53 (3.71%) Magento
2 23 (1.61%) SDL Web 8
3 17 (1.19%) SAP Hybris
4 16 (1.12%) Dynamics CRM
5 7 (0.49%) Dynamics AX
5 7 (0.49%) PolarLake
6 5 (0.35%) Payment Gateway
6 5 (0.35%) Sparx Enterprise Architect
7 3 (0.21%) BusinessWorks
8 2 (0.14%) FastStats
8 2 (0.14%) Markit EDM
8 2 (0.14%) SimCorp Dimension
9 1 (0.070%) Adobe Campaign
9 1 (0.070%) Distributed Ledger
9 1 (0.070%) NetSuite
9 1 (0.070%) Oracle Payables
Cloud Services
1 460 (32.17%) AWS
2 253 (17.69%) Azure
3 138 (9.65%) GCP
4 73 (5.10%) GitHub
5 54 (3.78%) SaaS
6 49 (3.43%) Serverless
7 48 (3.36%) Cloud Computing
8 47 (3.29%) Power Platform
9 46 (3.22%) Amazon SQS
10 40 (2.80%) Amazon S3
11 35 (2.45%) Amazon EC2
12 34 (2.38%) Amazon Kinesis
13 22 (1.54%) Amazon EMR
14 21 (1.47%) AWS CloudFormation
15 19 (1.33%) AWS Lambda
16 12 (0.84%) AWS Elastic Beanstalk
17 11 (0.77%) Dynamics 365
17 11 (0.77%) PaaS
18 9 (0.63%) IaaS
18 9 (0.63%) NuGet
Communications & Networking
1 50 (3.50%) Internet
2 41 (2.87%) HTTP
3 13 (0.91%) TCP/IP
4 11 (0.77%) SAN
5 10 (0.70%) Firewall
5 10 (0.70%) NAS
6 9 (0.63%) VPN
7 6 (0.42%) Network Security
7 6 (0.42%) PBX
7 6 (0.42%) SMS
8 5 (0.35%) MQTT
9 4 (0.28%) DNS
9 4 (0.28%) Reverse Proxy
10 3 (0.21%) Multicast
11 2 (0.14%) FTP
11 2 (0.14%) HTTPS
11 2 (0.14%) Kerberos
11 2 (0.14%) OpenVPN
11 2 (0.14%) SSL
12 1 (0.070%) Wireshark
Database & Business Intelligence
1 427 (29.86%) RDBMS
2 393 (27.48%) SQL Server
3 321 (22.45%) PostgreSQL
4 242 (16.92%) MySQL
5 180 (12.59%) Big Data
6 175 (12.24%) NoSQL
7 172 (12.03%) Data Warehouse
8 101 (7.06%) Hadoop
9 70 (4.90%) MongoDB
10 69 (4.83%) SQL Server Integration Services
11 67 (4.69%) Amazon Aurora
12 57 (3.99%) Amazon DynamoDB
12 57 (3.99%) Amazon Redshift
13 55 (3.85%) Redis
14 54 (3.78%) Amazon RDS
14 54 (3.78%) Apache Cassandra
15 47 (3.29%) Power BI
16 45 (3.15%) SQL Server Reporting Services
17 40 (2.80%) DB2
18 36 (2.52%) Oracle Database
Development Applications
1 209 (14.62%) Git (software)
2 124 (8.67%) Jenkins
3 81 (5.66%) JIRA
4 51 (3.57%) Maven
5 37 (2.59%) CircleCI
6 35 (2.45%) TeamCity
7 31 (2.17%) JUnit
8 25 (1.75%) Selenium
8 25 (1.75%) Subversion
8 25 (1.75%) Visual Studio
9 23 (1.61%) Sonatype Nexus
10 22 (1.54%) Gradle
11 19 (1.33%) SonarQube
12 18 (1.26%) Vagrant
13 17 (1.19%) git-flow
13 17 (1.19%) Mockito
13 17 (1.19%) SpecFlow
14 14 (0.98%) Jasmine
15 13 (0.91%) Bitbucket
16 12 (0.84%) Octopus Deploy
General
1 434 (30.35%) Finance
2 130 (9.09%) Banking
3 69 (4.83%) Marketing
4 59 (4.13%) Retail
5 30 (2.10%) Front Office
6 25 (1.75%) French Language
6 25 (1.75%) German Language
7 23 (1.61%) Advertising
7 23 (1.61%) Games
8 21 (1.47%) Financial Institution
9 16 (1.12%) Investment Banking
10 15 (1.05%) Legal
10 15 (1.05%) Private Banking
11 14 (0.98%) Law
12 13 (0.91%) Automotive
13 11 (0.77%) Public Sector
14 10 (0.70%) Billing
15 9 (0.63%) Telecoms
16 7 (0.49%) Back Office
16 7 (0.49%) Spanish Language
Job Titles
1 611 (42.73%) Developer
2 243 (16.99%) Java Developer
3 153 (10.70%) Senior Developer
4 137 (9.58%) Architect
5 130 (9.09%) Software Engineer
6 122 (8.53%) Data Engineer
7 112 (7.83%) Analyst
8 100 (6.99%) C# Developer
9 97 (6.78%) Python Developer
10 82 (5.73%) Java Engineer
11 73 (5.10%) Java Software Engineer
12 71 (4.97%) Junior
13 69 (4.83%) AWS Developer
14 68 (4.76%) AWS Engineer
15 65 (4.55%) Java Software Developer
16 64 (4.48%) Consultant
17 61 (4.27%) .NET Developer
17 61 (4.27%) Developer/Software Engineer
17 61 (4.27%) SQL Developer
18 59 (4.13%) Data Architect
Libraries, Frameworks & Software Standards
1 182 (12.73%) Spring
2 170 (11.89%) HTML
3 166 (11.61%) .NET
4 158 (11.05%) XML
5 137 (9.58%) RESTful
6 128 (8.95%) CSS
6 128 (8.95%) Web Services
7 115 (8.04%) React
8 110 (7.69%) AngularJS
9 108 (7.55%) JSON
10 106 (7.41%) J2EE
11 97 (6.78%) Kafka
12 94 (6.57%) REST
13 83 (5.80%) J2SE
13 83 (5.80%) Node.js
14 67 (4.69%) Spring Boot
15 61 (4.27%) Django
16 60 (4.20%) Dropwizard
16 60 (4.20%) gRPC
16 60 (4.20%) SOAP
Miscellaneous
1 127 (8.88%) Analytical Skills
2 124 (8.67%) Data Structures
3 92 (6.43%) Algorithms
4 71 (4.97%) User Experience
5 68 (4.76%) Derivative
6 65 (4.55%) Self-Motivation
7 61 (4.27%) Pricing Data
8 48 (3.36%) Hedge funds
9 44 (3.08%) Management Information System
10 32 (2.24%) Greenfield Project
11 29 (2.03%) Virtual Team
12 27 (1.89%) Enterprise Software
12 27 (1.89%) Mobile App
13 24 (1.68%) Replication
14 20 (1.40%) Fixed Income
15 17 (1.19%) Clustering
15 17 (1.19%) Equities
16 16 (1.12%) Linux Command Line
17 15 (1.05%) Client/Server
18 13 (0.91%) Reference Data
Operating Systems
1 209 (14.62%) Linux
2 100 (6.99%) Unix
3 62 (4.34%) Windows
4 30 (2.10%) Windows Server
5 16 (1.12%) Android
6 14 (0.98%) Apple iOS
7 13 (0.91%) Red Hat Enterprise Linux
8 11 (0.77%) Oracle Linux
9 8 (0.56%) CentOS
10 7 (0.49%) Ubuntu
11 6 (0.42%) VMS
12 5 (0.35%) Mac OS X
12 5 (0.35%) Solaris
13 4 (0.28%) Mac OS
14 3 (0.21%) Windows Server 2012
15 2 (0.14%) Debian
15 2 (0.14%) Windows 2000
15 2 (0.14%) Windows XP
16 1 (0.070%) AIX
16 1 (0.070%) Nucleus RTOS
Processes & Methodologies
1 538 (37.62%) Agile Software Development
2 306 (21.40%) Software Engineering
3 272 (19.02%) DevOps
4 249 (17.41%) Microservices
5 235 (16.43%) OO
6 222 (15.52%) ETL
7 221 (15.45%) Analytics
8 213 (14.90%) Computer Science
9 195 (13.64%) Fintech
10 187 (13.08%) Scrum
11 165 (11.54%) Data Modelling
12 157 (10.98%) TDD
13 149 (10.42%) Business Intelligence
14 148 (10.35%) Data Science
15 144 (10.07%) Problem-Solving
16 127 (8.88%) Machine Learning
17 122 (8.53%) Data Management
17 122 (8.53%) Visualisation
18 113 (7.90%) Mentoring
19 95 (6.64%) E-Commerce
Programming Languages
1 735 (51.40%) SQL
2 559 (39.09%) Java
3 437 (30.56%) Python
4 265 (18.53%) JavaScript
5 253 (17.69%) C#
6 123 (8.60%) Scala
7 107 (7.48%) PHP
8 101 (7.06%) R
9 92 (6.43%) T-SQL
10 87 (6.08%) C++
11 64 (4.48%) PL/SQL
12 54 (3.78%) Java 8
13 49 (3.43%) TypeScript
14 46 (3.22%) Bash Shell
15 45 (3.15%) Ruby
16 41 (2.87%) Shell Script
17 35 (2.45%) PowerShell
18 34 (2.38%) Kotlin
19 30 (2.10%) Perl
20 28 (1.96%) C
Qualifications
1 226 (15.80%) Degree
2 91 (6.36%) Computer Science Degree
3 30 (2.10%) PhD
4 27 (1.89%) Master's Degree
5 18 (1.26%) Numerate Degree
6 14 (0.98%) MBA
7 12 (0.84%) Microsoft Certification
8 11 (0.77%) ITIL Foundation Certificate
8 11 (0.77%) Security Cleared
9 10 (0.70%) SC Cleared
10 7 (0.49%) ISTQB
10 7 (0.49%) MCAD
10 7 (0.49%) MCPD
10 7 (0.49%) MCTS
11 6 (0.42%) MCP
12 4 (0.28%) AWS Certification
13 3 (0.21%) MCSD
13 3 (0.21%) PMP
13 3 (0.21%) Postgraduate
13 3 (0.21%) PRINCE2 Certification
Quality Assurance & Compliance
1 101 (7.06%) QA
2 56 (3.92%) Data Quality
3 7 (0.49%) GDPR
3 7 (0.49%) ISO/IEC 20000
3 7 (0.49%) PCI DSS
3 7 (0.49%) SLA
4 3 (0.21%) Actionable Recommendations
5 2 (0.14%) EMIR
5 2 (0.14%) HL7
5 2 (0.14%) MiFID
6 1 (0.070%) Cyber Essentials
6 1 (0.070%) ISO 9001
6 1 (0.070%) ISO/IEC 27001
6 1 (0.070%) Solvency II
System Software
1 213 (14.90%) Docker
2 21 (1.47%) Active Directory
3 18 (1.26%) Oracle RAC
4 16 (1.12%) VMware Infrastructure
5 7 (0.49%) Apache Flume
5 7 (0.49%) HDFS
5 7 (0.49%) KVM
6 6 (0.42%) GridGain
7 5 (0.35%) Firmware
8 1 (0.070%) ACF2
8 1 (0.070%) Cronacle
8 1 (0.070%) Hyper-V
8 1 (0.070%) iptables
8 1 (0.070%) NFS
8 1 (0.070%) RACF
8 1 (0.070%) vCloud
8 1 (0.070%) Virtual Machines
Systems Management
1 148 (10.35%) Kubernetes
2 67 (4.69%) Ansible
3 46 (3.22%) Terraform
4 38 (2.66%) Opscode Chef
5 34 (2.38%) Puppet
6 26 (1.82%) Grafana
7 25 (1.75%) Prometheus
8 20 (1.40%) Kibana
9 18 (1.26%) Oozie
10 16 (1.12%) Istio
10 16 (1.12%) linkerd
11 13 (0.91%) Data Guard
12 9 (0.63%) Rancher
13 8 (0.56%) Packer
14 7 (0.49%) Oracle Enterprise Manager
14 7 (0.49%) Oracle RMAN
15 6 (0.42%) StatsD
16 5 (0.35%) Hadoop YARN
16 5 (0.35%) Matomo
17 4 (0.28%) HP Quality Center
Vendors
1 332 (23.22%) Oracle
2 155 (10.84%) Microsoft
3 101 (7.06%) Sybase
4 84 (5.87%) Google
5 67 (4.69%) Tableau
6 43 (3.01%) WorldPay
7 35 (2.45%) Salesforce.com
8 32 (2.24%) SAP
9 31 (2.17%) IBM
10 30 (2.10%) Adobe
11 26 (1.82%) hybris
12 25 (1.75%) Interwoven
12 25 (1.75%) VMware
13 23 (1.61%) Elastic Path
14 21 (1.47%) Red Hat
14 21 (1.47%) Zend
15 20 (1.40%) RedGate
16 19 (1.33%) Avaloq
17 17 (1.19%) TIBCO
18 15 (1.05%) Teradata