Period
to

The table below looks at the prevalence of the term Inclusion and Diversity in permanent job vacancies with an option to work from home (WFH). Included is a benchmarking guide to the salaries offered in vacancies that have cited Inclusion and Diversity over the 6 months to 17 May 2022 with a comparison to the same period over the previous 2 years.

Inclusion and Diversity
UK > Work from Home
6 months to
17 May 2022
Same period 2021 Same period 2020
Rank 59 272 169
Rank change year-on-year +213 -103 +108
Permanent jobs citing Inclusion and Diversity 3,710 347 170
As % of all permanent jobs with a WFH option 5.29% 1.13% 1.79%
As % of the General category 8.39% 2.25% 3.78%
Number of salaries quoted 1,425 120 19
10th Percentile £34,304 £29,375 £37,815
25th Percentile £45,625 £39,938 £40,891
Median annual salary (50th Percentile) £60,000 £57,500 £42,240
Median % change year-on-year +4.35% +36.13% +1.46%
75th Percentile £73,675 £75,000 £60,550
90th Percentile £90,000 £90,250 £63,000
UK median annual salary £57,100 £55,000 £45,000
% change year-on-year +3.82% +22.22% -

Inclusion and Diversity is in the General Skills 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 common skills.

All General Skills
Work from Home
Permanent vacancies with a requirement for common skills 44,243 15,437 4,493
As % of all permanent jobs with a WFH option 63.03% 50.36% 47.41%
Number of salaries quoted 24,379 12,033 3,658
10th Percentile £35,000 £32,500 £33,750
25th Percentile £45,000 £41,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £56,000
Median % change year-on-year +9.09% -1.79% -0.88%
75th Percentile £79,000 £75,000 £75,000
90th Percentile £95,000 £90,000 £90,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

Inclusion and Diversity
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Inclusion and Diversity as a proportion of all IT jobs advertised.

Inclusion and Diversity trend for jobs with a WFH option

Inclusion and Diversity
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Inclusion and Diversity.

Inclusion and Diversity salary trend for jobs with a WFH option

Inclusion and Diversity
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Inclusion and Diversity over the 6 months to 17 May 2022.

Inclusion and Diversity salary histogram for jobs with a WFH option

For the 6 months to 17 May 2022, Inclusion and Diversity 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 Inclusion and Diversity.

1 1,784 (48.09%) Finance
2 1,657 (44.66%) Agile
3 1,142 (30.78%) Social Skills
4 964 (25.98%) AWS
5 918 (24.74%) Python
6 913 (24.61%) Java
7 909 (24.50%) Software Engineering
8 851 (22.94%) Threat Intelligence
9 844 (22.75%) Cyber Threat Intelligence
10 838 (22.59%) Cyberattack
11 783 (21.11%) JavaScript
12 743 (20.03%) Security Cleared
13 698 (18.81%) Azure
14 664 (17.90%) React
15 656 (17.68%) Test Automation
16 636 (17.14%) Cyber Defence
17 626 (16.87%) Docker
18 614 (16.55%) CI/CD
19 611 (16.47%) DevOps
20 595 (16.04%) Banking
21 564 (15.20%) Problem-Solving
22 528 (14.23%) TDD
23 524 (14.12%) SQL
24 512 (13.80%) Microsoft
25 497 (13.40%) C#
26 486 (13.10%) Public Sector
27 477 (12.86%) Kubernetes
28 475 (12.80%) Linux
28 475 (12.80%) Mentoring
29 467 (12.59%) Coaching

Inclusion and Diversity
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
1 142 (3.83%) Confluence
2 85 (2.29%) SharePoint
3 73 (1.97%) CMS
4 66 (1.78%) Apache Spark
5 57 (1.54%) Elasticsearch
6 56 (1.51%) Cloud Foundry
7 55 (1.48%) Apache
8 39 (1.05%) OpenStack
9 36 (0.97%) Apache Airflow
10 33 (0.89%) Sitecore CMS
11 22 (0.59%) WordPress
12 16 (0.43%) Kentico
13 12 (0.32%) JBoss
13 12 (0.32%) Jetty
13 12 (0.32%) WebSphere
14 11 (0.30%) nginx
14 11 (0.30%) SAS
14 11 (0.30%) Tomcat
14 11 (0.30%) Umbraco
15 10 (0.27%) EPiServer
Applications
1 122 (3.29%) Microsoft Office
2 78 (2.10%) Microsoft Excel
3 53 (1.43%) Sketch
4 36 (0.97%) Photoshop
5 34 (0.92%) Microsoft PowerPoint
6 29 (0.78%) MS Visio
7 27 (0.73%) InVision
8 18 (0.49%) Adobe XD
9 15 (0.40%) Adobe Illustrator
10 12 (0.32%) Zeplin
11 10 (0.27%) Adobe After Effects
11 10 (0.27%) Microsoft Project
12 7 (0.19%) Adobe Creative Suite
13 6 (0.16%) Chatbot
13 6 (0.16%) Maple
14 5 (0.13%) CINEMA 4D
14 5 (0.13%) UserZoom
15 4 (0.11%) SketchUp
16 3 (0.081%) Adobe Premiere
16 3 (0.081%) Vensim
Business Applications
1 20 (0.54%) Oracle BPM
2 13 (0.35%) Dynamics CRM
3 12 (0.32%) Magento
4 7 (0.19%) SAP BPC
5 5 (0.13%) Academy Revenues and Benefits
5 5 (0.13%) Dynamics GP
5 5 (0.13%) Sparx Enterprise Architect
6 4 (0.11%) Changepoint
7 2 (0.054%) NetSuite
8 1 (0.027%) Dynamics AX
8 1 (0.027%) ENOVIA
8 1 (0.027%) Kondor
8 1 (0.027%) Salesforce.com CRM
8 1 (0.027%) Teamcenter
Cloud Services
1 964 (25.98%) AWS
2 698 (18.81%) Azure
3 326 (8.79%) GCP
4 183 (4.93%) Serverless
5 150 (4.04%) SaaS
6 119 (3.21%) Stripe
7 112 (3.02%) AWS Lambda
8 103 (2.78%) GitHub
9 92 (2.48%) AWS CloudFormation
10 87 (2.35%) IaaS
11 82 (2.21%) PaaS
12 74 (1.99%) Figma
13 70 (1.89%) Microsoft 365
14 61 (1.64%) Azure Functions
14 61 (1.64%) Power Platform
15 60 (1.62%) Amazon S3
16 59 (1.59%) BrowserStack
17 56 (1.51%) Amazon ECS
18 55 (1.48%) Snowflake
19 54 (1.46%) npm
Communications & Networking
1 184 (4.96%) Broadband
2 95 (2.56%) HTTP
3 84 (2.26%) TCP/IP
4 67 (1.81%) DHCP
4 67 (1.81%) Firewall
5 57 (1.54%) Network Security
6 55 (1.48%) DNS
7 44 (1.19%) SSL
8 43 (1.16%) Wireless
9 40 (1.08%) Internet
10 38 (1.02%) Wi-Fi
11 37 (1.00%) SNA
12 36 (0.97%) Reverse Proxy
13 34 (0.92%) IMAP
13 34 (0.92%) tcpdump
13 34 (0.92%) Wireshark
14 29 (0.78%) Software-Defined Networking
15 23 (0.62%) HTTPS
16 20 (0.54%) BGP
16 20 (0.54%) VPN
Database & Business Intelligence
1 346 (9.33%) NoSQL
2 143 (3.85%) Big Data
3 124 (3.34%) MySQL
4 116 (3.13%) SQL Server
5 115 (3.10%) MongoDB
6 111 (2.99%) Hadoop
7 107 (2.88%) PostgreSQL
8 81 (2.18%) Data Warehouse
9 73 (1.97%) BigQuery
10 68 (1.83%) Relational Database
11 51 (1.37%) Tableau
12 50 (1.35%) Data Lake
13 48 (1.29%) Metadata
13 48 (1.29%) Power BI
14 44 (1.19%) Amazon RDS
15 43 (1.16%) Amazon Redshift
16 35 (0.94%) Amazon Athena
16 35 (0.94%) Apache Hive
16 35 (0.94%) Sqoop
17 33 (0.89%) Hazelcast
Development Applications
1 450 (12.13%) Git (software)
2 279 (7.52%) Jenkins
3 273 (7.36%) JIRA
4 149 (4.02%) Selenium
5 109 (2.94%) Cypress.io
6 93 (2.51%) Cucumber
7 86 (2.32%) Sonatype Nexus
8 81 (2.18%) Maven
9 70 (1.89%) CircleCI
10 69 (1.86%) GitLab
11 67 (1.81%) Mockito
12 64 (1.73%) Gradle
13 53 (1.43%) JUnit
14 51 (1.37%) Bitbucket
15 48 (1.29%) Appium
16 43 (1.16%) webpack
17 41 (1.11%) SonarQube
18 40 (1.08%) gulp
19 35 (0.94%) Artifactory
20 34 (0.92%) Zephyr
General
1 1,784 (48.09%) Finance
2 1,142 (30.78%) Social Skills
3 595 (16.04%) Banking
4 486 (13.10%) Public Sector
5 408 (11.00%) Analytical Skills
6 285 (7.68%) Marketing
7 284 (7.65%) Law
8 216 (5.82%) Games
9 212 (5.71%) Retail
10 123 (3.32%) Presentation Skills
11 121 (3.26%) Organisational Skills
12 93 (2.51%) Legal
13 92 (2.48%) Telecoms
14 82 (2.21%) Influencing Skills
15 74 (1.99%) Advertising
16 50 (1.35%) Publishing
17 46 (1.24%) Police
18 43 (1.16%) Manufacturing
19 35 (0.94%) Financial Institution
19 35 (0.94%) Military
Job Titles
1 777 (20.94%) Developer
2 477 (12.86%) Software Engineer
3 244 (6.58%) Analyst
4 225 (6.06%) Senior Developer
5 181 (4.88%) Architect
6 173 (4.66%) DevOps Engineer
7 156 (4.20%) Java Developer
8 128 (3.45%) Consultant
9 126 (3.40%) Senior Software Engineer
10 115 (3.10%) Project Manager
11 104 (2.80%) Designer
12 96 (2.59%) Data Engineer
13 95 (2.56%) Security Engineer
14 90 (2.43%) Front End Developer (Client-Side Developer)
15 89 (2.40%) Full Stack Developer
16 87 (2.35%) .NET Developer
17 83 (2.24%) Python Developer
17 83 (2.24%) Systems Engineer
18 78 (2.10%) Senior Manager
19 74 (1.99%) Test Engineer
Libraries, Frameworks & Software Standards
1 664 (17.90%) React
2 431 (11.62%) .NET
3 392 (10.57%) HTML
4 340 (9.16%) CSS
5 337 (9.08%) Node.js
6 252 (6.79%) Kafka
7 222 (5.98%) RESTful
8 215 (5.80%) REST
9 205 (5.53%) Spring
10 175 (4.72%) AngularJS
11 165 (4.45%) .NET Framework
12 151 (4.07%) HTML5
13 119 (3.21%) GraphQL
14 116 (3.13%) Spring Boot
15 110 (2.96%) .NET Core
16 99 (2.67%) OAuth
17 88 (2.37%) JSON
18 87 (2.35%) Redux
18 87 (2.35%) XML
19 85 (2.29%) RabbitMQ
Miscellaneous
1 838 (22.59%) Cyberattack
2 636 (17.14%) Cyber Defence
3 427 (11.51%) User Experience
4 230 (6.20%) Self-Motivation
5 225 (6.06%) Cybercrime
6 204 (5.50%) Social Media
7 188 (5.07%) Management Information System
8 155 (4.18%) Greenfield Project
9 147 (3.96%) Social Network
10 132 (3.56%) Blog
11 123 (3.32%) Mobile App
12 122 (3.29%) NHS
13 113 (3.05%) Cyberthreat
14 106 (2.86%) BBC
15 97 (2.61%) Over-the-Top Content
16 95 (2.56%) Cloud Native
17 93 (2.51%) Algorithms
18 91 (2.45%) Data Structures
19 77 (2.08%) Public Cloud
20 75 (2.02%) Foreign Exchange (FX)
Operating Systems
1 475 (12.80%) Linux
2 318 (8.57%) Windows
3 189 (5.09%) Android
4 147 (3.96%) Apple iOS
5 81 (2.18%) Unix
6 59 (1.59%) Windows Server
7 46 (1.24%) Mac OS
8 32 (0.86%) Ubuntu
9 27 (0.73%) CentOS
10 17 (0.46%) Kali Linux
11 15 (0.40%) Windows 10
11 15 (0.40%) Windows Phone
12 11 (0.30%) Red Hat Enterprise Linux
13 9 (0.24%) VMS
13 9 (0.24%) Windows Server 2012
14 7 (0.19%) AIX
15 5 (0.13%) Solaris
16 3 (0.081%) Embedded Linux
16 3 (0.081%) Mac OS X
16 3 (0.081%) Windows Server 2016
Processes & Methodologies
1 1,657 (44.66%) Agile
2 909 (24.50%) Software Engineering
3 851 (22.94%) Threat Intelligence
4 844 (22.75%) Cyber Threat Intelligence
5 656 (17.68%) Test Automation
6 614 (16.55%) CI/CD
7 611 (16.47%) DevOps
8 564 (15.20%) Problem-Solving
9 528 (14.23%) TDD
10 475 (12.80%) Mentoring
11 467 (12.59%) Coaching
12 410 (11.05%) Project Management
13 394 (10.62%) Analytics
14 369 (9.95%) Scrum
15 365 (9.84%) Continuous Improvement
16 347 (9.35%) Microservices
17 344 (9.27%) Continuous Integration
18 312 (8.41%) Full Stack Development
19 287 (7.74%) SDLC
20 269 (7.25%) Asset Management
Programming Languages
1 918 (24.74%) Python
2 913 (24.61%) Java
3 783 (21.11%) JavaScript
4 524 (14.12%) SQL
5 497 (13.40%) C#
6 395 (10.65%) TypeScript
7 182 (4.91%) Go
8 178 (4.80%) Bash
8 178 (4.80%) C++
9 153 (4.12%) Ruby
10 150 (4.04%) Scala
11 127 (3.42%) PHP
12 116 (3.13%) Groovy
13 97 (2.61%) C
13 97 (2.61%) Rust
14 74 (1.99%) Shell Script
15 69 (1.86%) R
16 55 (1.48%) MATLAB
17 51 (1.37%) Kotlin
18 45 (1.21%) PowerShell
Qualifications
1 743 (20.03%) Security Cleared
2 445 (11.99%) SC Cleared
3 316 (8.52%) Degree
4 123 (3.32%) DBS Check
5 99 (2.67%) DV Cleared
6 62 (1.67%) PhD
7 57 (1.54%) Computer Science Degree
8 53 (1.43%) ISTQB
9 41 (1.11%) Master's Degree
10 38 (1.02%) ISTQB Advanced Certification
10 38 (1.02%) ISTQB Foundation Certification
11 37 (1.00%) Microsoft Certification
12 33 (0.89%) BPSS Clearance
13 31 (0.84%) AWS Certification
14 23 (0.62%) Cisco Certification
15 20 (0.54%) VMware Certified Professional (VCP)
16 19 (0.51%) CISSP
17 16 (0.43%) CISM
18 15 (0.40%) Chartered Engineer
18 15 (0.40%) PMI Certification
Quality Assurance & Compliance
1 367 (9.89%) QA
2 208 (5.61%) Accessibility
3 95 (2.56%) SLA
4 55 (1.48%) Data Quality
5 53 (1.43%) PMO
6 39 (1.05%) GDPR
7 22 (0.59%) ISO/IEC 27001
8 18 (0.49%) NIST
9 16 (0.43%) ECSS
9 16 (0.43%) PSD2
10 12 (0.32%) PCI DSS
11 11 (0.30%) NIST 800
12 10 (0.27%) NCSC
13 8 (0.22%) WCAG
14 5 (0.13%) Cyber Essentials
15 4 (0.11%) Actionable Recommendations
15 4 (0.11%) HL7
15 4 (0.11%) ISO 9000
15 4 (0.11%) P3O
16 3 (0.081%) JSP 440
System Software
1 626 (16.87%) Docker
2 136 (3.67%) Active Directory
3 101 (2.72%) VMware Infrastructure
4 52 (1.40%) Firmware
5 35 (0.94%) Apache Flume
5 35 (0.94%) VMware ESXi
5 35 (0.94%) vSphere
6 25 (0.67%) Virtual Machines
7 19 (0.51%) KVM
8 18 (0.49%) Xen
9 9 (0.24%) BitLocker
10 5 (0.13%) Varnish
10 5 (0.13%) XenApp
10 5 (0.13%) XenDesktop
11 4 (0.11%) Virtual Servers
12 3 (0.081%) Postfix
13 2 (0.054%) iptables
13 2 (0.054%) MetaFrame
13 2 (0.054%) Terminal Services
14 1 (0.027%) OpenDJ
Systems Management
1 477 (12.86%) Kubernetes
2 438 (11.81%) Terraform
3 284 (7.65%) Ansible
4 109 (2.94%) Puppet
5 88 (2.37%) Grafana
5 88 (2.37%) Opscode Chef
6 80 (2.16%) Prometheus
7 62 (1.67%) Single Sign-On
8 42 (1.13%) vCenter Server
9 36 (0.97%) Docker Swarm
10 35 (0.94%) Oozie
11 34 (0.92%) HP ALM
12 23 (0.62%) Fortio
12 23 (0.62%) Istio
12 23 (0.62%) Kiali
13 22 (0.59%) HP Quality Center
14 19 (0.51%) Jamf Pro
15 18 (0.49%) logstash
16 15 (0.40%) Kibana
16 15 (0.40%) Salt
Vendors
1 512 (13.80%) Microsoft
2 207 (5.58%) Google
3 149 (4.02%) Oracle
4 128 (3.45%) VMware
5 112 (3.02%) Apple
6 101 (2.72%) Atlassian
7 57 (1.54%) Perforce
8 51 (1.37%) HP
9 46 (1.24%) Adobe
9 46 (1.24%) Splunk
10 42 (1.13%) Databricks
10 42 (1.13%) Sitecore
11 41 (1.11%) BT
12 39 (1.05%) Virgin Media
13 36 (0.97%) Instagram
14 35 (0.94%) Cloudera
14 35 (0.94%) TikTok
15 32 (0.86%) Cisco
16 23 (0.62%) Red Hat
16 23 (0.62%) Salesforce.com