Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

The following table provides summary statistics for permanent job vacancies with a requirement for Chatbot skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Chatbot over the 6 months to 25 May 2022 with a comparison to the same period in the previous 2 years.

Chatbots
UK
6 months to
25 May 2022		 Same period 2021 Same period 2020
Rank 995 848 786
Rank change year-on-year -147 -62 -41
Permanent jobs citing Chatbot 218 73 129
As % of all permanent jobs advertised in the UK 0.13% 0.079% 0.14%
As % of the Applications category 1.60% 1.16% 1.89%
Number of salaries quoted 78 64 97
10th Percentile £32,000 £31,875 £40,925
25th Percentile £47,500 £46,625 £52,500
Median annual salary (50th Percentile) £60,000 £63,750 £63,750
Median % change year-on-year -5.88% - +6.25%
75th Percentile £73,625 £71,250 £77,500
90th Percentile £84,125 £95,000 £87,500
UK excluding London median annual salary £50,000 £45,000 £55,000
% change year-on-year +11.11% -18.18% +10.00%

Chatbot is in the Software Applications category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for software application skills.

All Software Application Skills
UK
Permanent vacancies with a requirement for software application skills 13,589 6,298 6,811
As % of all permanent IT jobs advertised in the UK 8.27% 6.83% 7.38%
Number of salaries quoted 7,015 4,272 5,337
10th Percentile £26,000 £24,000 £24,000
25th Percentile £31,250 £31,250 £30,000
Median annual salary (50th Percentile) £45,000 £42,500 £42,500
Median % change year-on-year +5.88% - +6.25%
75th Percentile £60,000 £57,500 £56,000
90th Percentile £75,000 £70,000 £70,000
UK excluding London median annual salary £38,500 £39,000 £37,500
% change year-on-year -1.28% +4.00% +7.14%

Chatbot
Job Vacancy Trend

Job postings citing Chatbot as a proportion of all IT jobs advertised.

Job vacancy trend for Chatbot in the UK

Chatbot
Salary Trend

3-month moving average salary quoted in jobs citing Chatbot.

Salary trend for Chatbot in the UK

Chatbot
Salary Histogram

Salary distribution for jobs citing Chatbot over the 6 months to 25 May 2022.

Salary histogram for Chatbot in the UK

Chatbot
Top 14 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Chatbot within the UK over the 6 months to 25 May 2022. 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
Jobs
England -159 192 £60,000 -9.43% 20
London -199 134 £60,000 -14.29% 14
Work from Home -225 82 £60,000 +33.33% 3
UK excluding London -111 56 £50,000 +11.11% 6
South East -83 23 £38,250 +9.29% 2
North of England -84 15 £50,000 +8.11% 3
North West -70 11 £49,500 -5.71% 3
Midlands -62 8 £65,274 +1.59% 1
East Midlands - 5 £65,274 -
Yorkshire -42 4 £50,000 +11.11%
Scotland -54 4 £70,000 +40.00%
West Midlands -62 3 - - 1
South West - 3 - -
East of England - 3 - -

For the 6 months to 25 May 2022, IT jobs citing Chatbot 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 with a requirement for Chatbot.

1 218 (100.00%) Conversational UI
2 135 (61.93%) Agile
3 117 (53.67%) Artificial Intelligence
4 83 (38.07%) JavaScript
4 83 (38.07%) User Experience
5 78 (35.78%) React
6 74 (33.94%) DevOps
7 73 (33.49%) Azure
8 70 (32.11%) SQL
9 59 (27.06%) Node.js
9 59 (27.06%) Machine Learning
10 58 (26.61%) HTML
11 57 (26.15%) Analytical Skills
12 56 (25.69%) CMS
13 53 (24.31%) TypeScript
14 52 (23.85%) GraphQL
15 51 (23.39%) AngularJS
15 51 (23.39%) CI/CD
16 50 (22.94%) AWS
17 48 (22.02%) Microsoft
18 46 (21.10%) Problem-Solving
19 44 (20.18%) Software Engineering
20 43 (19.72%) Degree
20 43 (19.72%) Games
20 43 (19.72%) CSS
20 43 (19.72%) Headless CMS
21 42 (19.27%) Microservices
21 42 (19.27%) GCP
22 41 (18.81%) Test Strategy
22 41 (18.81%) npm

Chatbot
Co-occurring IT Skills 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 56 (25.69%) CMS
2 43 (19.72%) Headless CMS
3 15 (6.88%) Sitecore CMS
4 13 (5.96%) SharePoint
5 11 (5.05%) Umbraco
6 6 (2.75%) Confluence
7 5 (2.29%) Drupal
8 3 (1.38%) WordPress
9 2 (0.92%) Camunda
9 2 (0.92%) Sitefinity
10 1 (0.46%) Apache Spark
10 1 (0.46%) Appian
10 1 (0.46%) SharePoint 2013
Applications
1 8 (3.67%) Photoshop
2 7 (3.21%) EngageOne
3 6 (2.75%) Adobe XD
4 5 (2.29%) Adobe Creative Suite
5 3 (1.38%) InVision
5 3 (1.38%) MS Visio
5 3 (1.38%) Sketch
6 1 (0.46%) Microsoft Office
Business Applications
1 7 (3.21%) Salesforce.com CRM
2 2 (0.92%) IBM Planning Analytics
2 2 (0.92%) Shopify
3 1 (0.46%) Dynamics CRM
3 1 (0.46%) Payment Gateway
Cloud Services
1 73 (33.49%) Azure
2 50 (22.94%) AWS
3 42 (19.27%) GCP
4 41 (18.81%) npm
5 40 (18.35%) SaaS
6 39 (17.89%) Serverless
7 33 (15.14%) Microsoft 365
8 30 (13.76%) Amazon Alexa
9 23 (10.55%) Figma
10 13 (5.96%) Dialogflow
10 13 (5.96%) Fastly
11 11 (5.05%) Power Platform
12 9 (4.13%) GitHub
13 7 (3.21%) Azure App Service
13 7 (3.21%) Azure Logic Apps
14 6 (2.75%) Cloud Computing
15 4 (1.83%) Azure LUIS
15 4 (1.83%) BlazeMeter
15 4 (1.83%) Cloud Functions
15 4 (1.83%) WhatsApp
Communications & Networking
1 11 (5.05%) TCP/IP
2 8 (3.67%) HTTP
2 8 (3.67%) Reverse Proxy
2 8 (3.67%) SMS
3 5 (2.29%) Firewall
4 4 (1.83%) Broadband
5 3 (1.38%) DSL
6 2 (0.92%) Intranet
7 1 (0.46%) Internet
7 1 (0.46%) RTMP
Database & Business Intelligence
1 34 (15.60%) NoSQL
2 12 (5.50%) SQL Server
3 6 (2.75%) Redis
4 4 (1.83%) Amazon RDS
4 4 (1.83%) Big Data
4 4 (1.83%) MongoDB
5 2 (0.92%) EDRMS
5 2 (0.92%) PostgreSQL
5 2 (0.92%) Relational Database
5 2 (0.92%) SQL Server Integration Services
6 1 (0.46%) Data Warehouse
6 1 (0.46%) DataStage
6 1 (0.46%) Power BI
6 1 (0.46%) Tableau
Development Applications
1 39 (17.89%) Jenkins
2 28 (12.84%) webpack
3 26 (11.93%) Git (software)
4 21 (9.63%) JUnit
4 21 (9.63%) Mocha
5 20 (9.17%) Gradle
5 20 (9.17%) Maven
5 20 (9.17%) Mockito
5 20 (9.17%) TestNG
6 18 (8.26%) JIRA
7 7 (3.21%) Babel
7 7 (3.21%) JMeter
7 7 (3.21%) Team Foundation Server
8 5 (2.29%) Selenium
8 5 (2.29%) Terragrunt
9 3 (1.38%) Cucumber
9 3 (1.38%) Cypress.io
9 3 (1.38%) Sonatype Nexus
10 2 (0.92%) Dreamweaver
11 1 (0.46%) Visual Studio
General
1 57 (26.15%) Analytical Skills
2 43 (19.72%) Games
3 27 (12.39%) Finance
4 15 (6.88%) Banking
5 14 (6.42%) Marketing
6 10 (4.59%) Publishing
6 10 (4.59%) Social Skills
7 9 (4.13%) Inclusion and Diversity
7 9 (4.13%) Public Sector
8 7 (3.21%) Retail
9 6 (2.75%) Legal
9 6 (2.75%) Local Government
10 3 (1.38%) Documentation Skills
11 2 (0.92%) Law
11 2 (0.92%) Manufacturing
11 2 (0.92%) Military
12 1 (0.46%) Advertising
12 1 (0.46%) Electronics
12 1 (0.46%) Presentation Skills
12 1 (0.46%) Telecoms
Job Titles
1 47 (21.56%) Developer
2 42 (19.27%) Software Engineer
3 26 (11.93%) Product Owner
4 23 (10.55%) Senior Developer
5 20 (9.17%) Principal Engineer
5 20 (9.17%) Principal Software Engineer
6 13 (5.96%) Designer
7 11 (5.05%) Analyst
7 11 (5.05%) UX Designer
8 8 (3.67%) Consultant
8 8 (3.67%) React Developer
9 7 (3.21%) Senior React Developer
9 7 (3.21%) Technical Leader
10 6 (2.75%) .NET Developer
10 6 (2.75%) Creative Technologist
10 6 (2.75%) Front End Developer (Client-Side Developer)
10 6 (2.75%) Full Stack Developer
10 6 (2.75%) Senior Software Engineer
10 6 (2.75%) Senior Technologist
10 6 (2.75%) Technologist
Libraries, Frameworks & Software Standards
1 78 (35.78%) React
2 59 (27.06%) Node.js
3 58 (26.61%) HTML
4 52 (23.85%) GraphQL
5 51 (23.39%) AngularJS
6 43 (19.72%) CSS
7 38 (17.43%) REST
8 31 (14.22%) Vue.js
9 26 (11.93%) Jest
10 23 (10.55%) RESTful
11 22 (10.09%) Spring
11 22 (10.09%) Spring Boot
12 21 (9.63%) .NET
13 20 (9.17%) jQuery
14 19 (8.72%) .NET Framework
15 18 (8.26%) ASP.NET
15 18 (8.26%) ASP.NET MVC
15 18 (8.26%) ASP.NET Web API
16 16 (7.34%) Web Services
17 14 (6.42%) HTML5
Miscellaneous
1 83 (38.07%) User Experience
2 30 (13.76%) Mobile App
3 26 (11.93%) Analytical Mindset
4 24 (11.01%) Data Structures
5 15 (6.88%) Algorithms
6 9 (4.13%) Blockchain
6 9 (4.13%) Self-Motivation
7 6 (2.75%) Blog
7 6 (2.75%) Robotics
8 5 (2.29%) Social Media
9 3 (1.38%) IoT
10 2 (0.92%) Cyberthreat
10 2 (0.92%) Graphic Design
10 2 (0.92%) Management Information System
10 2 (0.92%) Video Editing
11 1 (0.46%) Client/Server
11 1 (0.46%) Cloud Native
11 1 (0.46%) Clustering
11 1 (0.46%) Legacy Applications
11 1 (0.46%) Public Cloud
Operating Systems
1 31 (14.22%) Apple iOS
2 26 (11.93%) Android
3 12 (5.50%) Windows
4 5 (2.29%) Mac OS
5 3 (1.38%) Unix
6 1 (0.46%) Windows 10
6 1 (0.46%) Windows 7
6 1 (0.46%) Windows Server
6 1 (0.46%) Windows Server 2012
Processes & Methodologies
1 218 (100.00%) Conversational UI
2 135 (61.93%) Agile
3 117 (53.67%) Artificial Intelligence
4 74 (33.94%) DevOps
5 59 (27.06%) Machine Learning
6 51 (23.39%) CI/CD
7 46 (21.10%) Problem-Solving
8 44 (20.18%) Software Engineering
9 42 (19.27%) Microservices
10 41 (18.81%) Test Strategy
11 39 (17.89%) Scrum
12 34 (15.60%) OOP
12 34 (15.60%) SOLID
13 31 (14.22%) Project Management
14 30 (13.76%) High Availability
14 30 (13.76%) Personalization
14 30 (13.76%) UX Design
15 28 (12.84%) Data Engineering
15 28 (12.84%) Waterfall
16 27 (12.39%) Thought Leadership
Programming Languages
1 83 (38.07%) JavaScript
2 70 (32.11%) SQL
3 53 (24.31%) TypeScript
4 39 (17.89%) Java
5 31 (14.22%) Python
6 30 (13.76%) ES6
7 21 (9.63%) C#
8 13 (5.96%) Rust
9 11 (5.05%) PHP
10 8 (3.67%) C
10 8 (3.67%) Ruby
11 7 (3.21%) Groovy
12 6 (2.75%) PowerShell
13 4 (1.83%) Bash
14 1 (0.46%) Kotlin
14 1 (0.46%) PL/SQL
14 1 (0.46%) R
14 1 (0.46%) T-SQL
Qualifications
1 43 (19.72%) Degree
2 26 (11.93%) Computer Science Degree
3 3 (1.38%) SC Cleared
3 3 (1.38%) Security Cleared
4 2 (0.92%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 26 (11.93%) Accessibility
2 14 (6.42%) QA
3 9 (4.13%) WCAG
4 7 (3.21%) Data Quality
5 2 (0.92%) NCSC
System Software
1 12 (5.50%) Active Directory
2 7 (3.21%) Docker
3 2 (0.92%) VMware Infrastructure
Systems Management
1 20 (9.17%) Kubernetes
2 11 (5.05%) Terraform
3 8 (3.67%) Ansible
4 5 (2.29%) Jamf Pro
4 5 (2.29%) SCCM
5 3 (1.38%) Istio
6 2 (0.92%) Microsoft Intune
7 1 (0.46%) Microsoft Clustering
7 1 (0.46%) Opscode Chef
7 1 (0.46%) Packer
7 1 (0.46%) Puppet
7 1 (0.46%) Systems Management Server (SMS)
Vendors
1 48 (22.02%) Microsoft
2 24 (11.01%) Genesys
3 23 (10.55%) Google
4 15 (6.88%) Sitecore
4 15 (6.88%) Twitter
5 13 (5.96%) Apple
6 11 (5.05%) Adobe
7 8 (3.67%) Atlassian
7 8 (3.67%) Salesforce.com
8 7 (3.21%) Workday
9 4 (1.83%) Wrike
10 3 (1.38%) CA
10 3 (1.38%) SAP
10 3 (1.38%) UiPath
11 2 (0.92%) Cognos
11 2 (0.92%) Databricks
11 2 (0.92%) Facebook
11 2 (0.92%) Netlify
11 2 (0.92%) PayPal
11 2 (0.92%) VMware