Period
to 21 October 2021

The following table provides summary statistics for permanent job vacancies advertised in England 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 21 October 2021 with a comparison to the same period in the previous 2 years.

Chatbots
UK > England
6 months to
21 Oct 2021
Same period 2020 Same period 2019
Rank 875 564 932
Rank change year-on-year -311 +368 +65
Permanent jobs citing Chatbot 123 107 120
As % of all permanent jobs advertised in England 0.11% 0.24% 0.095%
As % of the Applications category 1.31% 3.89% 1.15%
Number of salaries quoted 96 99 101
10th Percentile £32,500 £36,000 £30,000
25th Percentile £45,000 £52,500 £42,500
Median annual salary (50th Percentile) £62,000 £60,000 £60,000
Median % change year-on-year +3.33% - -4.00%
75th Percentile £77,500 £71,250 £72,250
90th Percentile £95,000 £88,750 £86,250
UK median annual salary £61,500 £60,000 £53,650
% change year-on-year +2.50% +11.84% -14.16%

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 advertised in England with a requirement for software application skills.

All Software Application Skills
England
Permanent vacancies with a requirement for software application skills 9,373 2,751 10,454
As % of all permanent IT jobs advertised in England 8.46% 6.12% 8.25%
Number of salaries quoted 5,898 2,271 8,369
10th Percentile £25,500 £25,500 £22,500
25th Percentile £31,250 £32,500 £27,000
Median annual salary (50th Percentile) £43,000 £45,000 £37,500
Median % change year-on-year -4.44% +20.00% -6.25%
75th Percentile £60,000 £57,742 £53,250
90th Percentile £75,000 £77,500 £67,500
UK median annual salary £43,313 £45,000 £37,500
% change year-on-year -3.75% +20.00% -5.06%

Chatbot
Job Vacancy Trend in England

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

Job vacancy trend for Chatbot in England

Chatbot
Salary Trend in England

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

Salary trend for Chatbot in England

Chatbot
Salary Histogram in England

Salary distribution for jobs citing Chatbot in England over the 6 months to 21 October 2021.

Salary histogram for Chatbot in England

Chatbot
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Chatbot within the England region over the 6 months to 21 October 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
London -230 96 £65,000 +8.33% 18
South East -140 14 £62,500 +4.17% 4
West Midlands -110 4 £60,000 +9.09% 3
Midlands -115 4 £60,000 +9.09% 3
North of England -146 4 £50,000 +2.13% 4
North West -103 3 £50,000 +2.13% 3
Yorkshire - 1 £49,000 -
Chatbot
UK

For the 6 months to 21 October 2021, 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 across the England region with a requirement for Chatbot.

1 123 (100.00%) Conversational UI
2 75 (60.98%) Artificial Intelligence
3 60 (48.78%) Machine Learning
4 56 (45.53%) Agile Software Development
5 43 (34.96%) Python
6 42 (34.15%) Google
7 41 (33.33%) Node.js
8 40 (32.52%) Azure
9 38 (30.89%) Analytics
10 37 (30.08%) React
10 37 (30.08%) JavaScript
11 34 (27.64%) Natural Language Processing
12 33 (26.83%) SQL
13 32 (26.02%) AWS
13 32 (26.02%) User Experience
14 27 (21.95%) DevOps
15 26 (21.14%) Finance
16 25 (20.33%) Degree
17 24 (19.51%) Scrum
17 24 (19.51%) CSS
18 22 (17.89%) Microsoft
18 22 (17.89%) Serverless
19 21 (17.07%) HTML
19 21 (17.07%) Marketing
19 21 (17.07%) SaaS
20 20 (16.26%) Kanban
20 20 (16.26%) Data Science
21 19 (15.45%) Social Skills
21 19 (15.45%) Deep Learning
22 17 (13.82%) GCP

Chatbot
Co-occurring IT Skills in England 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 4 (3.25%) CMS
1 4 (3.25%) Confluence
2 3 (2.44%) Headless CMS
2 3 (2.44%) SharePoint
3 2 (1.63%) Elasticsearch
4 1 (0.81%) Apache Spark
4 1 (0.81%) Drupal
4 1 (0.81%) Sitecore CMS
4 1 (0.81%) Tomcat
Applications
1 10 (8.13%) Spreadsheet
2 7 (5.69%) Sketch
3 6 (4.88%) Figma
4 5 (4.07%) Adobe XD
5 2 (1.63%) InVision
6 1 (0.81%) Microsoft Office
Business Applications
1 10 (8.13%) Shopify
Cloud Services
1 40 (32.52%) Azure
2 32 (26.02%) AWS
3 22 (17.89%) Serverless
4 21 (17.07%) SaaS
5 17 (13.82%) GCP
6 16 (13.01%) Azure Cosmos DB
6 16 (13.01%) Google Analytics
7 11 (8.94%) Azure Functions
7 11 (8.94%) Power Platform
8 10 (8.13%) Azure LUIS
8 10 (8.13%) Facebook Ads
8 10 (8.13%) Google Ads
9 9 (7.32%) Cloud Computing
9 9 (7.32%) Microsoft 365
10 8 (6.50%) AWS Lambda
11 7 (5.69%) Amazon Alexa
11 7 (5.69%) Azure Machine Learning
11 7 (5.69%) BrowserStack
11 7 (5.69%) Dialogflow
11 7 (5.69%) PaaS
Communications & Networking
1 4 (3.25%) Intranet
1 4 (3.25%) TCP/IP
2 3 (2.44%) DSL
2 3 (2.44%) Remote Desktop
2 3 (2.44%) Reverse Proxy
3 2 (1.63%) HTTP
4 1 (0.81%) Internet
4 1 (0.81%) Network Security
4 1 (0.81%) SMS
4 1 (0.81%) Software-Defined Networking
Database & Business Intelligence
1 12 (9.76%) MySQL
2 11 (8.94%) SQL Server
3 8 (6.50%) NoSQL
3 8 (6.50%) SQL Server 2016
4 7 (5.69%) Big Data
4 7 (5.69%) Power BI
5 6 (4.88%) Relational Database
6 5 (4.07%) Data Warehouse
6 5 (4.07%) Hadoop
7 4 (3.25%) Blockchain
8 3 (2.44%) PostgreSQL
8 3 (2.44%) SQL Server Integration Services
8 3 (2.44%) Tableau
9 1 (0.81%) Amazon RDS
9 1 (0.81%) Apache Cassandra
9 1 (0.81%) Hazelcast
9 1 (0.81%) Neo4j
9 1 (0.81%) Stardog
9 1 (0.81%) Triplestore
Development Applications
1 14 (11.38%) Git (software)
2 12 (9.76%) JIRA
3 10 (8.13%) Appium
3 10 (8.13%) Selenium
3 10 (8.13%) WebDriver
4 8 (6.50%) Gradle
5 7 (5.69%) CircleCI
5 7 (5.69%) Jenkins
6 5 (4.07%) Balsamiq
7 3 (2.44%) Android Studio
7 3 (2.44%) Sonatype Nexus
7 3 (2.44%) SpecFlow
7 3 (2.44%) Xcode
8 2 (1.63%) GitLab
8 2 (1.63%) JUnit
8 2 (1.63%) Team Foundation Server
9 1 (0.81%) Hamcrest
9 1 (0.81%) Mockito
9 1 (0.81%) TeamCity
9 1 (0.81%) TestNG
General
1 26 (21.14%) Finance
2 21 (17.07%) Marketing
3 19 (15.45%) Social Skills
4 12 (9.76%) Retail
5 9 (7.32%) Analytical Skills
5 9 (7.32%) Banking
5 9 (7.32%) Legal
6 8 (6.50%) Games
7 7 (5.69%) Wearables
8 6 (4.88%) Back Office
8 6 (4.88%) Front Office
8 6 (4.88%) Law
9 4 (3.25%) Inclusion and Diversity
9 4 (3.25%) Publishing
10 1 (0.81%) Electronics
10 1 (0.81%) Influencing Skills
10 1 (0.81%) Local Government
10 1 (0.81%) Manufacturing
10 1 (0.81%) Public Sector
10 1 (0.81%) Telecoms
Job Titles
1 22 (17.89%) Developer
2 11 (8.94%) E-Commerce Manager
3 10 (8.13%) E-Commerce Marketing Manager
3 10 (8.13%) Marketing Manager
3 10 (8.13%) Software Engineer
4 9 (7.32%) Consultant
5 8 (6.50%) Digital Marketing Manager
5 8 (6.50%) Digital Performance Manager
5 8 (6.50%) Performance Manager
5 8 (6.50%) React Developer
6 7 (5.69%) Automation Engineer
6 7 (5.69%) Java Engineer
6 7 (5.69%) JavaScript Engineer
6 7 (5.69%) QA Automation Engineer
6 7 (5.69%) QA Engineer
7 6 (4.88%) Transformation Consultant
8 5 (4.07%) Applications Developer
8 5 (4.07%) Front End Developer (Client-Side Developer)
9 4 (3.25%) Analyst
9 4 (3.25%) Principal Engineer
Libraries, Frameworks & Software Standards
1 41 (33.33%) Node.js
2 37 (30.08%) React
3 24 (19.51%) CSS
4 21 (17.07%) HTML
5 13 (10.57%) AngularJS
6 12 (9.76%) Vue.js
7 11 (8.94%) React Native
8 10 (8.13%) GraphQL
8 10 (8.13%) Kafka
9 8 (6.50%) .NET
9 8 (6.50%) .NET Core
9 8 (6.50%) REST
10 7 (5.69%) HTML5 Canvas
10 7 (5.69%) WebGL
11 6 (4.88%) D3.js
11 6 (4.88%) Knex.js
12 5 (4.07%) .NET Framework
12 5 (4.07%) GreenSock GSAP
12 5 (4.07%) Redux
12 5 (4.07%) SVG
Miscellaneous
1 32 (26.02%) User Experience
2 16 (13.01%) Mobile App
3 15 (12.20%) Greenfield Project
4 11 (8.94%) Social Media
5 10 (8.13%) Algorithms
6 5 (4.07%) Animation
6 5 (4.07%) Client/Server
6 5 (4.07%) Cloud Native
7 4 (3.25%) Life Science
7 4 (3.25%) Management Information System
7 4 (3.25%) Robotics
8 3 (2.44%) Data Protection Act
8 3 (2.44%) Social Network
9 2 (1.63%) Hedge funds
9 2 (1.63%) Video Editing
10 1 (0.81%) Analytical Mindset
10 1 (0.81%) CCTV
10 1 (0.81%) e-Learning
10 1 (0.81%) N-Tier
10 1 (0.81%) Self-Motivation
Operating Systems
1 11 (8.94%) Android
2 8 (6.50%) Windows
3 3 (2.44%) Apple iOS
3 3 (2.44%) Windows Server
4 2 (1.63%) Mac OS
5 1 (0.81%) Linux
Processes & Methodologies
1 123 (100.00%) Conversational UI
2 75 (60.98%) Artificial Intelligence
3 60 (48.78%) Machine Learning
4 56 (45.53%) Agile Software Development
5 38 (30.89%) Analytics
6 34 (27.64%) Natural Language Processing
7 27 (21.95%) DevOps
8 24 (19.51%) Scrum
9 20 (16.26%) Data Science
9 20 (16.26%) Kanban
10 19 (15.45%) Deep Learning
11 16 (13.01%) Collaborative Working
12 15 (12.20%) Project Management
12 15 (12.20%) Software Engineering
13 14 (11.38%) E-Commerce
14 13 (10.57%) Robotic Process Automation
15 12 (9.76%) Computer Science
15 12 (9.76%) ETL
15 12 (9.76%) Microservices
15 12 (9.76%) TDD
Programming Languages
1 43 (34.96%) Python
2 37 (30.08%) JavaScript
3 33 (26.83%) SQL
4 15 (12.20%) Java
5 9 (7.32%) C#
5 9 (7.32%) ES6
6 7 (5.69%) TypeScript
7 6 (4.88%) Groovy
8 5 (4.07%) R
9 4 (3.25%) C
9 4 (3.25%) Go
9 4 (3.25%) PHP
9 4 (3.25%) PowerShell
9 4 (3.25%) Rust
9 4 (3.25%) Scala
10 3 (2.44%) Ruby
11 1 (0.81%) Apex Code
11 1 (0.81%) Java 11
11 1 (0.81%) Kotlin
11 1 (0.81%) SPARQL
Qualifications
1 25 (20.33%) Degree
2 11 (8.94%) Computer Science Degree
3 8 (6.50%) AWS Certification
3 8 (6.50%) MCSA
3 8 (6.50%) Microsoft Certification
4 3 (2.44%) PhD
5 1 (0.81%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 17 (13.82%) QA
2 12 (9.76%) Accessibility
System Software
1 6 (4.88%) Docker
2 4 (3.25%) Active Directory
3 1 (0.81%) Apache ZooKeeper
3 1 (0.81%) HDFS
3 1 (0.81%) VMware Infrastructure
Systems Management
1 6 (4.88%) Kubernetes
2 5 (4.07%) Terraform
3 3 (2.44%) Istio
4 2 (1.63%) Jamf Pro
4 2 (1.63%) SCCM
5 1 (0.81%) Kibana
5 1 (0.81%) Kubeflow
Vendors
1 42 (34.15%) Google
2 22 (17.89%) Microsoft
3 15 (12.20%) IBM
4 10 (8.13%) Facebook
5 7 (5.69%) Adobe
5 7 (5.69%) Apple
5 7 (5.69%) Salesforce.com
6 6 (4.88%) Databricks
6 6 (4.88%) ServiceNow
7 5 (4.07%) Avaya
7 5 (4.07%) Cisco
8 4 (3.25%) dotdigital
9 3 (2.44%) Citrix
9 3 (2.44%) iManage
9 3 (2.44%) Logi Analytics
10 1 (0.81%) Atlassian
10 1 (0.81%) Forcepoint
10 1 (0.81%) SAP
10 1 (0.81%) Sitecore
10 1 (0.81%) VMware