Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 8 March 2021

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 8 March 2021 with a comparison to the same period in the previous 2 years.

Relational Database
England > London
6 months to
8 Mar 2021		 Same period 2020 Same period 2019
Rank 102 114 122
Rank change year-on-year +12 +8 +7
Permanent jobs citing Relational Database 870 1,392 1,707
As % of all permanent jobs advertised in London 3.07% 2.79% 2.75%
As % of the Database & Business Intelligence category 10.66% 9.96% 9.25%
Number of salaries quoted 811 1,077 1,382
Median annual salary £70,000 £67,500 £65,000
Median salary % change year-on-year +3.70% +3.85% +8.33%
10th Percentile £47,500 £42,500 £42,500
90th Percentile £102,500 £105,000 £95,000
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +2.94%

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 8,159 13,972 18,463
As % of all permanent IT jobs advertised in London 28.82% 27.98% 29.78%
Number of salaries quoted 6,648 11,515 15,506
Median annual salary £70,000 £65,000 £62,500
Median salary % change year-on-year +7.69% +4.00% +4.17%
10th Percentile £42,500 £38,750 £38,250
90th Percentile £100,000 £105,000 £95,000
England median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - +5.00%

Relational Database
Job Vacancy Trend in London

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

Job vacancy trend for Relational Database in London

Relational Database
Salary Trend in London

3-month moving average salary quoted in jobs citing Relational Database in London.

Salary trend for Relational Database in London

Relational Database
Salary Histogram in London

Salary distribution for jobs citing Relational Database in London over the 6 months to 8 March 2021.

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 8 March 2021. 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 -6 112 £72,500 +7.41% 63
South London +50 34 £52,000 -30.67% 5
West London +11 21 £65,000 +23.81% 12
North London +12 2 £61,250 +36.11% 2
Relational Database
England

For the 6 months to 8 March 2021, 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.

1 406 (46.67%) Agile Software Development
2 377 (43.33%) SQL
3 348 (40.00%) Finance
4 343 (39.43%) Python
5 342 (39.31%) AWS
6 284 (32.64%) Java
7 222 (25.52%) Docker
8 207 (23.79%) RDBMS
9 201 (23.10%) Microservices
10 190 (21.84%) JavaScript
10 190 (21.84%) Software Engineering
11 187 (21.49%) PostgreSQL
11 187 (21.49%) NoSQL
12 179 (20.57%) MySQL
13 176 (20.23%) Analytics
14 175 (20.11%) SQL Server
15 168 (19.31%) Git (software)
16 167 (19.20%) DevOps
17 159 (18.28%) TDD
18 155 (17.82%) Kubernetes
19 149 (17.13%) Azure
20 146 (16.78%) AngularJS
21 145 (16.67%) Business Intelligence
22 135 (15.52%) Degree
23 134 (15.40%) C#
24 132 (15.17%) RESTful
25 129 (14.83%) HTML
26 128 (14.71%) React
27 127 (14.60%) Oracle
28 124 (14.25%) Web Services

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 43 (4.94%) Apache Spark
2 41 (4.71%) Elasticsearch
3 33 (3.79%) Apache
4 28 (3.22%) Confluence
5 10 (1.15%) CMS
6 8 (0.92%) Apache Airflow
6 8 (0.92%) nginx
6 8 (0.92%) OpenStack
6 8 (0.92%) Tomcat
7 7 (0.80%) Apache Solr
8 6 (0.69%) Luigi
8 6 (0.69%) Oracle Workflow
8 6 (0.69%) Tornado
9 4 (0.46%) EPiServer
9 4 (0.46%) Mule
9 4 (0.46%) Red Hat Fuse
10 3 (0.34%) Anypoint
10 3 (0.34%) JBoss
10 3 (0.34%) Mule ESB
10 3 (0.34%) WordPress
Applications
1 10 (1.15%) Microsoft Excel
2 5 (0.57%) Microsoft Office
3 1 (0.11%) Microsoft Project
3 1 (0.11%) MS Visio
3 1 (0.11%) Spreadsheet
3 1 (0.11%) Weka
Business Applications
1 3 (0.34%) Sparx Enterprise Architect
2 2 (0.23%) Magento
2 2 (0.23%) Payment Gateway
3 1 (0.11%) Adobe Campaign
3 1 (0.11%) Dynamics CRM
3 1 (0.11%) Eloqua
3 1 (0.11%) HFM
3 1 (0.11%) Infor M3
3 1 (0.11%) JDE EnterpriseOne
3 1 (0.11%) Oracle Applications
3 1 (0.11%) Oracle Assets
3 1 (0.11%) Oracle EBS
3 1 (0.11%) Oracle ERP
3 1 (0.11%) Oracle General Ledger
3 1 (0.11%) Oracle Payables
3 1 (0.11%) Oracle Subledger Accounting
Cloud Services
1 342 (39.31%) AWS
2 149 (17.13%) Azure
3 95 (10.92%) Serverless
4 86 (9.89%) Power Platform
5 63 (7.24%) GCP
6 57 (6.55%) Amazon EC2
7 56 (6.44%) AWS Lambda
8 51 (5.86%) Amazon ECS
9 45 (5.17%) Amazon Kinesis
10 41 (4.71%) Cloud Computing
10 41 (4.71%) SaaS
11 29 (3.33%) Amazon SQS
12 24 (2.76%) AWS CodeBuild
13 22 (2.53%) Amazon Alexa
13 22 (2.53%) PaaS
14 17 (1.95%) GitHub
15 16 (1.84%) Salesforce Sales Cloud
16 15 (1.72%) IaaS
17 13 (1.49%) Amazon EKS
17 13 (1.49%) Amazon S3
Communications & Networking
1 20 (2.30%) HTTP
2 14 (1.61%) TCP/IP
3 9 (1.03%) DNS
4 7 (0.80%) Firewall
4 7 (0.80%) VPN
5 4 (0.46%) DSL
5 4 (0.46%) ICMP
5 4 (0.46%) SNMP
5 4 (0.46%) SSH
6 3 (0.34%) 802.11
6 3 (0.34%) DMZ
6 3 (0.34%) Fibre Channel
6 3 (0.34%) FTP
6 3 (0.34%) LAN
6 3 (0.34%) Reverse Proxy
6 3 (0.34%) SAN
6 3 (0.34%) Software-Defined Networking
6 3 (0.34%) WAN
7 2 (0.23%) DHCP
7 2 (0.23%) SMS
Database & Business Intelligence
1 207 (23.79%) RDBMS
2 187 (21.49%) NoSQL
2 187 (21.49%) PostgreSQL
3 179 (20.57%) MySQL
4 175 (20.11%) SQL Server
5 91 (10.46%) Data Warehouse
6 85 (9.77%) Power BI
7 77 (8.85%) MongoDB
8 71 (8.16%) Big Data
9 60 (6.90%) Amazon DynamoDB
10 58 (6.67%) SQL Server Reporting Services
11 56 (6.44%) SQL Server Integration Services
12 54 (6.21%) Tableau
13 46 (5.29%) Hadoop
14 37 (4.25%) Amazon Aurora
15 36 (4.14%) Redis
16 32 (3.68%) Amazon Redshift
17 28 (3.22%) OLTP
18 24 (2.76%) Amazon RDS
18 24 (2.76%) SQL Server Analysis Services
Development Applications
1 168 (19.31%) Git (software)
2 59 (6.78%) Jenkins
2 59 (6.78%) JIRA
3 16 (1.84%) Maven
4 14 (1.61%) webpack
5 13 (1.49%) Selenium
6 12 (1.38%) Bitbucket
6 12 (1.38%) Team Foundation Server
7 11 (1.26%) Gradle
8 10 (1.15%) Cucumber
8 10 (1.15%) Cypress.io
9 9 (1.03%) SQL Server Management Studio (SSMS)
9 9 (1.03%) TeamCity
10 8 (0.92%) gulp
10 8 (0.92%) Postman
11 7 (0.80%) CircleCI
12 6 (0.69%) Octopus Deploy
12 6 (0.69%) Subversion
13 5 (0.57%) Eclipse
13 5 (0.57%) Visual Studio
General
1 348 (40.00%) Finance
2 109 (12.53%) Banking
3 66 (7.59%) Marketing
4 45 (5.17%) Front Office
5 29 (3.33%) Retail
6 28 (3.22%) Games
7 26 (2.99%) Financial Institution
8 22 (2.53%) Public Sector
9 19 (2.18%) Legal
10 17 (1.95%) Publishing
11 14 (1.61%) Advertising
12 11 (1.26%) Investment Banking
13 10 (1.15%) Law
14 9 (1.03%) Telecoms
15 6 (0.69%) Back Office
16 5 (0.57%) Manufacturing
17 3 (0.34%) Electronics
17 3 (0.34%) Pharmaceutical
18 1 (0.11%) Aerospace
18 1 (0.11%) Automotive
Job Titles
1 439 (50.46%) Developer
2 120 (13.79%) Java Developer
3 106 (12.18%) Software Engineer
4 81 (9.31%) Senior Developer
5 80 (9.20%) Full Stack Developer
6 71 (8.16%) Python Developer
7 68 (7.82%) Analyst
8 58 (6.67%) AWS Engineer
9 53 (6.09%) Python Engineer
10 52 (5.98%) Data Engineer
11 51 (5.86%) AWS Developer
12 42 (4.83%) C# Developer
13 41 (4.71%) Programmer
14 37 (4.25%) Java Engineer
15 36 (4.14%) Architect
15 36 (4.14%) React Developer
16 35 (4.02%) Developer/Software Engineer
17 34 (3.91%) DBA
18 33 (3.79%) AWS Software Engineer
19 32 (3.68%) Software Programmer
Libraries, Frameworks & Software Standards
1 146 (16.78%) AngularJS
2 132 (15.17%) RESTful
3 129 (14.83%) HTML
4 128 (14.71%) React
5 124 (14.25%) Web Services
6 116 (13.33%) Node.js
7 111 (12.76%) Spring
8 106 (12.18%) .NET
8 106 (12.18%) CSS
8 106 (12.18%) REST
9 91 (10.46%) Kafka
10 66 (7.59%) Vue.js
11 63 (7.24%) Spring Boot
12 61 (7.01%) XML
13 57 (6.55%) gRPC
14 56 (6.44%) HTML5
15 53 (6.09%) Django
16 51 (5.86%) JSON
17 47 (5.40%) GraphQL
17 47 (5.40%) Hibernate
Miscellaneous
1 94 (10.80%) Analytical Skills
2 61 (7.01%) Hedge funds
3 59 (6.78%) Data Structures
4 50 (5.75%) Greenfield Project
5 48 (5.52%) Mobile App
6 45 (5.17%) Virtual Team
7 36 (4.14%) Fixed Income
8 32 (3.68%) Pricing Data
9 30 (3.45%) Enterprise Software
9 30 (3.45%) User Experience
10 27 (3.10%) Algorithms
11 21 (2.41%) Derivative
11 21 (2.41%) Social Network
12 19 (2.18%) CMDB
12 19 (2.18%) Reference Data
13 17 (1.95%) Blog
13 17 (1.95%) Clustering
14 16 (1.84%) Equities
14 16 (1.84%) NHS
14 16 (1.84%) Online Banking
Operating Systems
1 113 (12.99%) Linux
2 48 (5.52%) Windows
3 37 (4.25%) Unix
4 8 (0.92%) Apple iOS
5 7 (0.80%) CentOS
6 6 (0.69%) Android
7 5 (0.57%) Ubuntu
8 4 (0.46%) Red Hat Enterprise Linux
9 3 (0.34%) Oracle Linux
9 3 (0.34%) Solaris
9 3 (0.34%) VMS
9 3 (0.34%) Windows Server
10 2 (0.23%) Mac OS
10 2 (0.23%) Mac OS X
10 2 (0.23%) tvOS
Processes & Methodologies
1 406 (46.67%) Agile Software Development
2 201 (23.10%) Microservices
3 190 (21.84%) Software Engineering
4 176 (20.23%) Analytics
5 167 (19.20%) DevOps
6 159 (18.28%) TDD
7 145 (16.67%) Business Intelligence
8 121 (13.91%) Problem-Solving
9 115 (13.22%) Fintech
10 110 (12.64%) Test Automation
11 100 (11.49%) ETL
12 95 (10.92%) OO
13 93 (10.69%) Asset Management
14 91 (10.46%) Continuous Integration
15 89 (10.23%) Computer Science
16 84 (9.66%) Scrum
17 81 (9.31%) OOP
18 74 (8.51%) Mentoring
19 69 (7.93%) Machine Learning
20 68 (7.82%) Mathematics
Programming Languages
1 377 (43.33%) SQL
2 343 (39.43%) Python
3 284 (32.64%) Java
4 190 (21.84%) JavaScript
5 134 (15.40%) C#
6 61 (7.01%) TypeScript
7 58 (6.67%) Scala
8 57 (6.55%) T-SQL
9 56 (6.44%) Java 8
10 49 (5.63%) C++
11 46 (5.29%) PHP
12 43 (4.94%) R
13 32 (3.68%) Shell Script
14 28 (3.22%) Perl
15 25 (2.87%) Bash Shell
16 21 (2.41%) Groovy
17 20 (2.30%) Kotlin
18 19 (2.18%) Ruby
19 17 (1.95%) Data Analysis Expressions (DAX)
19 17 (1.95%) PL/SQL
Qualifications
1 135 (15.52%) Degree
2 32 (3.68%) Computer Science Degree
3 25 (2.87%) Numerate Degree
4 24 (2.76%) Security Cleared
5 23 (2.64%) SC Cleared
6 5 (0.57%) AWS Certification
6 5 (0.57%) Master's Degree
7 4 (0.46%) PhD
8 2 (0.23%) Postgraduate
9 1 (0.11%) FFIEC
9 1 (0.11%) ITIL Foundation Certificate
9 1 (0.11%) Microsoft Certification
9 1 (0.11%) PMI Certification
Quality Assurance & Compliance
1 63 (7.24%) QA
2 30 (3.45%) Data Quality
3 16 (1.84%) GDPR
4 2 (0.23%) ISO/IEC 27001
5 1 (0.11%) COBIT
5 1 (0.11%) GLBA
5 1 (0.11%) NIST
5 1 (0.11%) PCI DSS
System Software
1 222 (25.52%) Docker
2 9 (1.03%) HDFS
3 6 (0.69%) Oracle RAC
4 5 (0.57%) Active Directory
5 3 (0.34%) VMware Infrastructure
6 1 (0.11%) Apache Flume
6 1 (0.11%) GridGain
6 1 (0.11%) Lustre
6 1 (0.11%) Microsoft Virtual Server
6 1 (0.11%) Virtual Machines
6 1 (0.11%) Virtual Servers
Systems Management
1 155 (17.82%) Kubernetes
2 51 (5.86%) Terraform
3 41 (4.71%) Ansible
4 25 (2.87%) Puppet
5 21 (2.41%) Opscode Chef
6 6 (0.69%) Docker Swarm
6 6 (0.69%) Nagios
6 6 (0.69%) Oracle RMAN
7 4 (0.46%) Consul
7 4 (0.46%) HAProxy
7 4 (0.46%) Prometheus
7 4 (0.46%) systemd
8 3 (0.34%) Control-M
8 3 (0.34%) Grafana
8 3 (0.34%) ITRS Geneos
8 3 (0.34%) Zipkin
9 2 (0.23%) yum
10 1 (0.11%) Icinga
10 1 (0.11%) Istio
10 1 (0.11%) Salt
Vendors
1 127 (14.60%) Oracle
2 73 (8.39%) Google
3 59 (6.78%) Microsoft
4 48 (5.52%) Sybase
5 46 (5.29%) Salesforce.com
6 15 (1.72%) Salesforce Marketing Cloud
7 12 (1.38%) Atlassian
8 8 (0.92%) Aareon
8 8 (0.92%) Cognos
8 8 (0.92%) Sun
9 7 (0.80%) Databricks
9 7 (0.80%) SAP
10 6 (0.69%) AppDynamics
10 6 (0.69%) Facebook
10 6 (0.69%) Marin
10 6 (0.69%) PagerDuty
11 5 (0.57%) Talend
11 5 (0.57%) Xamarin
12 4 (0.46%) Alteryx
12 4 (0.46%) Splunk