Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 June 2022 with a comparison to the same period in the previous 2 years.

Relational Database
UK > Work from Home
6 months to
28 Jun 2022
Same period 2021 Same period 2020
Rank 102 137 162
Rank change year-on-year +35 +25 -44
Permanent jobs citing Relational Database 2,725 935 160
As % of all permanent jobs with a WFH option 3.52% 2.55% 1.82%
As % of the Database & Business Intelligence category 11.88% 8.29% 6.30%
Number of salaries quoted 1,170 565 137
10th Percentile £35,500 £32,500 £35,250
25th Percentile £45,000 £41,250 £42,000
Median annual salary (50th Percentile) £57,500 £55,000 £50,000
Median % change year-on-year +4.55% +10.00% -13.04%
75th Percentile £75,938 £71,250 £65,000
90th Percentile £87,500 £86,550 £90,000
UK median annual salary £58,000 £60,000 £57,105
% change year-on-year -3.33% +5.07% +8.77%

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 with a WFH option and a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Work from Home
Permanent vacancies with a requirement for database or business intelligence skills 22,946 11,282 2,538
As % of all permanent jobs with a WFH option 29.65% 30.81% 28.90%
Number of salaries quoted 11,209 8,516 2,157
10th Percentile £37,491 £33,250 £35,000
25th Percentile £45,000 £41,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -
75th Percentile £80,000 £72,500 £72,500
90th Percentile £93,750 £87,500 £85,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +8.91%

Relational Database
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Relational Database as a proportion of all IT jobs advertised.

Relational Database trend for jobs with a WFH option

Relational Database
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Relational Database.

Relational Database salary trend for jobs with a WFH option

Relational Database
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Relational Database over the 6 months to 28 June 2022.

Relational Database salary histogram for jobs with a WFH option

For the 6 months to 28 June 2022, Relational Database job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Relational Database.

1 1,301 (47.74%) Agile
2 1,240 (45.50%) SQL
3 1,086 (39.85%) AWS
4 875 (32.11%) Social Skills
5 788 (28.92%) JavaScript
6 782 (28.70%) CI/CD
7 763 (28.00%) MySQL
8 745 (27.34%) Java
9 720 (26.42%) Python
10 710 (26.06%) DevOps
11 709 (26.02%) RDBMS
12 707 (25.94%) Software Engineering
13 705 (25.87%) PostgreSQL
14 691 (25.36%) Microservices
15 685 (25.14%) Docker
16 668 (24.51%) Finance
17 658 (24.15%) Azure
18 624 (22.90%) SQL Server
19 563 (20.66%) Test Automation
20 544 (19.96%) Kubernetes
21 540 (19.82%) Git (software)
22 538 (19.74%) React
23 508 (18.64%) C#
24 506 (18.57%) Scrum
25 500 (18.35%) .NET
26 494 (18.13%) Problem-Solving
27 473 (17.36%) Degree
28 465 (17.06%) Full Stack Development
29 455 (16.70%) RESTful
30 454 (16.66%) Node.js

Relational Database
Co-occurring IT Skills with a WFH Option 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
1 128 (4.70%) Apache Spark
2 80 (2.94%) Apache Airflow
3 58 (2.13%) WordPress
4 56 (2.06%) CMS
5 50 (1.83%) Apache
6 49 (1.80%) Confluence
7 33 (1.21%) Cloud Foundry
8 20 (0.73%) Oracle Workflow
9 17 (0.62%) Jupyter
10 16 (0.59%) Luigi
11 15 (0.55%) nginx
12 13 (0.48%) Ethereum
12 13 (0.48%) JBoss
12 13 (0.48%) WebSphere
13 11 (0.40%) Apache Solr
13 11 (0.40%) Drupal
14 10 (0.37%) IIS
15 8 (0.29%) WebLogic
16 7 (0.26%) Oracle SOA Suite
17 6 (0.22%) Jadu
Applications
1 111 (4.07%) Microsoft Excel
2 76 (2.79%) Microsoft PowerPoint
3 28 (1.03%) Microsoft Office
4 6 (0.22%) MS Visio
5 4 (0.15%) Microsoft Project
5 4 (0.15%) Spreadsheet
Business Applications
1 62 (2.28%) Oracle Clinical
2 35 (1.28%) Dynamics CRM
3 30 (1.10%) Shopify
4 15 (0.55%) Magento
5 13 (0.48%) Temenos T24
6 8 (0.29%) Avolution ABACUS
7 7 (0.26%) Distributed Ledger
7 7 (0.26%) Dynamics AX
7 7 (0.26%) Exstream
8 5 (0.18%) Adobe Campaign
8 5 (0.18%) Sparx Enterprise Architect
9 4 (0.15%) Acoustic Campaign
9 4 (0.15%) SAP MDM
10 3 (0.11%) FastStats
10 3 (0.11%) FastStats PeopleStage
10 3 (0.11%) Oracle ERP
10 3 (0.11%) Payment Gateway
10 3 (0.11%) Summit
11 2 (0.073%) Remedy ITSM
12 1 (0.037%) Oracle General Ledger
Cloud Services
1 1,086 (39.85%) AWS
2 658 (24.15%) Azure
3 402 (14.75%) GCP
4 326 (11.96%) SaaS
5 297 (10.90%) GitHub
6 242 (8.88%) Serverless
7 160 (5.87%) Power Platform
8 156 (5.72%) Azure DevOps
9 152 (5.58%) AWS Lambda
10 147 (5.39%) AWS CloudFormation
11 127 (4.66%) Amazon S3
12 103 (3.78%) Heroku
13 95 (3.49%) Cloud Computing
14 90 (3.30%) Datadog
14 90 (3.30%) PaaS
15 83 (3.05%) Snowflake
16 80 (2.94%) Amazon EC2
17 77 (2.83%) Google Data Studio
18 76 (2.79%) Amazon SQS
19 72 (2.64%) Amazon ECS
Communications & Networking
1 74 (2.72%) HTTP
2 30 (1.10%) Internet
3 18 (0.66%) DNS
3 18 (0.66%) Network Security
4 14 (0.51%) Firewall
5 11 (0.40%) Broadband
6 10 (0.37%) SAN
7 9 (0.33%) Intranet
8 6 (0.22%) Peer-to-Peer Networking
8 6 (0.22%) TCP/IP
9 5 (0.18%) Fibre Channel
9 5 (0.18%) iSCSI
9 5 (0.18%) WAN
10 4 (0.15%) DHCP
11 3 (0.11%) LAN
11 3 (0.11%) VPN
11 3 (0.11%) Wireless
12 2 (0.073%) PPP
12 2 (0.073%) SNA
12 2 (0.073%) SSH
Database & Business Intelligence
1 763 (28.00%) MySQL
2 709 (26.02%) RDBMS
3 705 (25.87%) PostgreSQL
4 624 (22.90%) SQL Server
5 426 (15.63%) NoSQL
6 291 (10.68%) Data Warehouse
7 249 (9.14%) Big Data
8 210 (7.71%) MongoDB
9 166 (6.09%) Redis
10 157 (5.76%) Elasticsearch
11 141 (5.17%) Power BI
12 130 (4.77%) Data Lake
13 110 (4.04%) DynamoDB
14 106 (3.89%) Amazon Redshift
15 102 (3.74%) Tableau
16 101 (3.71%) Hadoop
17 95 (3.49%) Amazon RDS
18 85 (3.12%) Amazon Aurora
19 79 (2.90%) Oracle Database
20 78 (2.86%) MariaDB
Development Applications
1 540 (19.82%) Git (software)
2 191 (7.01%) Jenkins
3 149 (5.47%) JIRA
4 125 (4.59%) GitLab
5 93 (3.41%) webpack
6 83 (3.05%) Bitbucket
7 70 (2.57%) Maven
8 67 (2.46%) Cypress.io
9 62 (2.28%) Visual Studio
10 60 (2.20%) Selenium
11 52 (1.91%) TeamCity
12 51 (1.87%) Team Foundation Server
13 50 (1.83%) CircleCI
14 45 (1.65%) Babel
15 34 (1.25%) SpecFlow
16 33 (1.21%) JUnit
17 29 (1.06%) Cucumber
18 26 (0.95%) Gradle
18 26 (0.95%) PHPUnit
19 25 (0.92%) Eclipse
General
1 875 (32.11%) Social Skills
2 668 (24.51%) Finance
3 372 (13.65%) Analytical Skills
4 249 (9.14%) Retail
5 148 (5.43%) Games
6 146 (5.36%) Marketing
7 130 (4.77%) Banking
8 119 (4.37%) Publishing
9 112 (4.11%) Presentation Skills
10 111 (4.07%) Public Sector
11 96 (3.52%) Advertising
12 85 (3.12%) Automotive
13 70 (2.57%) Inclusion and Diversity
14 57 (2.09%) Influencing Skills
15 55 (2.02%) Law
16 48 (1.76%) Legal
17 36 (1.32%) Organisational Skills
18 35 (1.28%) Pharmaceutical
19 25 (0.92%) Telecoms
20 17 (0.62%) Investment Banking
Job Titles
1 1,071 (39.30%) Developer
2 424 (15.56%) Software Engineer
3 300 (11.01%) Senior Developer
4 236 (8.66%) Senior Software Engineer
5 203 (7.45%) Data Engineer
6 162 (5.94%) .NET Developer
7 155 (5.69%) Java Engineer
8 154 (5.65%) Java Developer
9 147 (5.39%) Analyst
10 135 (4.95%) Software Developer
11 133 (4.88%) Full Stack Developer
12 130 (4.77%) Backend Developer
13 123 (4.51%) DevOps Engineer
14 112 (4.11%) C# Developer
15 100 (3.67%) Senior Java Engineer
16 84 (3.08%) Architect
17 81 (2.97%) Senior DevOps
18 80 (2.94%) Data Manager
19 75 (2.75%) Senior Software Developer
20 73 (2.68%) Lead Developer
Libraries, Frameworks & Software Standards
1 538 (19.74%) React
2 500 (18.35%) .NET
3 455 (16.70%) RESTful
4 454 (16.66%) Node.js
5 451 (16.55%) REST
6 394 (14.46%) CSS
7 365 (13.39%) HTML
8 356 (13.06%) Spring
9 304 (11.16%) Kafka
10 240 (8.81%) Spring Boot
11 237 (8.70%) AngularJS
12 214 (7.85%) Web Services
13 187 (6.86%) Vue.js
14 168 (6.17%) XML
15 163 (5.98%) .NET Core
16 161 (5.91%) ASP.NET
17 155 (5.69%) .NET Framework
18 144 (5.28%) JSON
19 130 (4.77%) GraphQL
20 127 (4.66%) Entity Framework
Miscellaneous
1 243 (8.92%) User Experience
2 187 (6.86%) Mobile App
3 136 (4.99%) Virtual Team
4 115 (4.22%) Greenfield Project
4 115 (4.22%) Legacy Systems
5 108 (3.96%) Self-Motivation
6 105 (3.85%) Cloud Native
7 96 (3.52%) Data Structures
8 90 (3.30%) Algorithms
9 84 (3.08%) Enterprise Software
10 66 (2.42%) Blog
11 61 (2.24%) Social Media
12 43 (1.58%) Management Information System
13 39 (1.43%) Public Cloud
14 36 (1.32%) Low-Code
15 31 (1.14%) Replication
15 31 (1.14%) Social Network
16 28 (1.03%) Sports Betting
17 24 (0.88%) Blockchain
18 23 (0.84%) IoT
Operating Systems
1 299 (10.97%) Linux
2 225 (8.26%) Windows
3 103 (3.78%) Unix
4 53 (1.94%) Android
5 48 (1.76%) Apple iOS
6 47 (1.72%) Ubuntu
7 29 (1.06%) Windows Server
8 7 (0.26%) Red Hat Enterprise Linux
9 6 (0.22%) Debian
10 5 (0.18%) MVS
10 5 (0.18%) zOS
11 3 (0.11%) AIX
11 3 (0.11%) CentOS
11 3 (0.11%) Solaris
12 2 (0.073%) Windows 10
13 1 (0.037%) Fedora
13 1 (0.037%) VMS
13 1 (0.037%) Windows Server 2008
Processes & Methodologies
1 1,301 (47.74%) Agile
2 782 (28.70%) CI/CD
3 710 (26.06%) DevOps
4 707 (25.94%) Software Engineering
5 691 (25.36%) Microservices
6 563 (20.66%) Test Automation
7 506 (18.57%) Scrum
8 494 (18.13%) Problem-Solving
9 465 (17.06%) Full Stack Development
10 403 (14.79%) TDD
11 351 (12.88%) OO
12 348 (12.77%) Mentoring
13 343 (12.59%) Analytics
14 337 (12.37%) Open Source
15 293 (10.75%) ETL
16 289 (10.61%) Computer Science
17 285 (10.46%) Business Intelligence
18 276 (10.13%) SDLC
19 247 (9.06%) Continuous Integration
20 245 (8.99%) Unit Testing
Programming Languages
1 1,240 (45.50%) SQL
2 788 (28.92%) JavaScript
3 745 (27.34%) Java
4 720 (26.42%) Python
5 508 (18.64%) C#
6 422 (15.49%) TypeScript
7 281 (10.31%) PHP
8 162 (5.94%) Scala
9 139 (5.10%) Ruby
10 125 (4.59%) Kotlin
11 124 (4.55%) T-SQL
12 114 (4.18%) Go
13 97 (3.56%) PowerShell
14 91 (3.34%) PL/SQL
15 87 (3.19%) R
16 83 (3.05%) Bash
17 67 (2.46%) ES6
18 58 (2.13%) Shell Script
19 40 (1.47%) Rust
20 39 (1.43%) C
Qualifications
1 473 (17.36%) Degree
2 170 (6.24%) Computer Science Degree
3 76 (2.79%) Security Cleared
4 50 (1.83%) Microsoft Certification
5 48 (1.76%) Master's Degree
6 46 (1.69%) SC Cleared
7 37 (1.36%) AWS Certification
8 28 (1.03%) ISTQB
9 9 (0.33%) CTC Cleared
10 8 (0.29%) MCSE
11 5 (0.18%) BPSS Clearance
11 5 (0.18%) ISEB
12 4 (0.15%) HND
12 4 (0.15%) MCPD
12 4 (0.15%) MCSD
13 3 (0.11%) CCNA
13 3 (0.11%) CFA
13 3 (0.11%) Cisco Certification
13 3 (0.11%) MBA
13 3 (0.11%) PMI Certification
Quality Assurance & Compliance
1 214 (7.85%) QA
2 73 (2.68%) Data Quality
3 62 (2.28%) Good Clinical Practice
4 46 (1.69%) Accessibility
5 34 (1.25%) SOC 2
6 19 (0.70%) ISO/IEC 27001
6 19 (0.70%) SLA
7 16 (0.59%) GDPR
8 10 (0.37%) Actionable Recommendations
9 8 (0.29%) IFRS
9 8 (0.29%) IFRS 17
9 8 (0.29%) NIST
10 7 (0.26%) ISO 9001
11 3 (0.11%) Sarbanes-Oxley
12 2 (0.073%) HIPAA
13 1 (0.037%) PCI DSS
13 1 (0.037%) PMO
13 1 (0.037%) PSD2
System Software
1 685 (25.14%) Docker
2 19 (0.70%) Active Directory
3 18 (0.66%) Apache ZooKeeper
3 18 (0.66%) HDFS
4 9 (0.33%) Virtual Machines
5 7 (0.26%) VMware Infrastructure
6 4 (0.15%) Firmware
7 3 (0.11%) BitLocker
7 3 (0.11%) Oracle RAC
7 3 (0.11%) vSphere
8 1 (0.037%) Hyper-V
8 1 (0.037%) LXC
8 1 (0.037%) VMware ESXi
Systems Management
1 544 (19.96%) Kubernetes
2 289 (10.61%) Terraform
3 163 (5.98%) Ansible
4 115 (4.22%) Opscode Chef
4 115 (4.22%) Puppet
5 87 (3.19%) Docker Swarm
6 24 (0.88%) Hadoop YARN
7 18 (0.66%) Oozie
8 17 (0.62%) Panaseer
9 16 (0.59%) Argo
10 15 (0.55%) SCCM
10 15 (0.55%) Single Sign-On
11 12 (0.44%) Grafana
12 10 (0.37%) Prometheus
13 8 (0.29%) Istio
14 6 (0.22%) Oracle Enterprise Manager
15 4 (0.15%) Kibana
16 3 (0.11%) Kubeflow
16 3 (0.11%) Microsoft Intune
16 3 (0.11%) Nagios
Vendors
1 368 (13.50%) Oracle
2 353 (12.95%) Microsoft
3 293 (10.75%) Google
4 85 (3.12%) Salesforce.com
5 77 (2.83%) Databricks
6 64 (2.35%) Apple
7 62 (2.28%) WooCommerce
8 47 (1.72%) IBM
9 44 (1.61%) Xamarin
9 44 (1.61%) Zend
10 40 (1.47%) NEC
10 40 (1.47%) Northgate
11 38 (1.39%) Marin
12 31 (1.14%) SAP
12 31 (1.14%) Splunk
13 30 (1.10%) HubSpot
14 29 (1.06%) Teradata
15 25 (0.92%) New Relic
16 23 (0.84%) Cisco
16 23 (0.84%) Talend