Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 31 July 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 31 July 2021 with a comparison to the same period in the previous 2 years.

Chatbots
UK > England
6 months to
31 Jul 2021		 Same period 2020 Same period 2019
Rank 831 670 905
Rank change year-on-year -161 +235 +97
Permanent jobs citing Chatbot 110 102 173
As % of all permanent jobs advertised in England 0.11% 0.16% 0.13%
As % of the Applications category 1.45% 2.37% 1.57%
Number of salaries quoted 87 85 121
10th Percentile £32,500 £36,250 £30,000
25th Percentile £45,000 £46,250 £43,750
Median annual salary (50th Percentile) £60,000 £60,000 £60,000
75th Percentile £77,500 £77,500 £78,750
90th Percentile £95,500 £88,750 £90,000
UK median annual salary £57,500 £60,000 £58,000
% change year-on-year -4.17% +3.45% +16.00%

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 advertised in England with a requirement for software application skills.

All Software Application Skills
England
Permanent vacancies with a requirement for software application skills 7,607 4,311 11,037
As % of all permanent IT jobs advertised in England 7.56% 6.89% 8.31%
Number of salaries quoted 4,923 3,405 8,690
10th Percentile £25,000 £25,000 £22,750
25th Percentile £31,250 £31,250 £27,500
Median annual salary (50th Percentile) £45,000 £42,500 £39,000
Median % change year-on-year +5.88% +8.97% +2.63%
75th Percentile £58,750 £57,500 £53,750
90th Percentile £72,950 £75,000 £67,500
UK median annual salary £45,000 £42,500 £38,500
% change year-on-year +5.88% +10.39% +2.67%

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 31 July 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 31 July 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 -132 84 £70,000 +5.66% 17
South East -88 14 £35,000 -41.67% 4
North of England -78 6 £48,250 -12.92% 5
Yorkshire -66 4 £46,250 -
North West -48 2 £50,000 -9.77% 5
West Midlands -74 1 £61,000 +41.86% 1
Midlands -83 1 £61,000 +41.86% 2
Chatbot
UK

For the 6 months to 31 July 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.

1 110 (100.00%) Conversational UI
2 63 (57.27%) Artificial Intelligence
3 53 (48.18%) Agile Software Development
4 50 (45.45%) Machine Learning
5 48 (43.64%) JavaScript
6 43 (39.09%) Node.js
7 40 (36.36%) React
8 38 (34.55%) Azure
9 32 (29.09%) AWS
10 31 (28.18%) Finance
11 28 (25.45%) Google
11 28 (25.45%) DevOps
12 27 (24.55%) Analytics
12 27 (24.55%) CSS
13 26 (23.64%) HTML
14 25 (22.73%) SaaS
15 24 (21.82%) Degree
15 24 (21.82%) Python
16 23 (20.91%) Natural Language Processing
16 23 (20.91%) Serverless
17 21 (19.09%) Social Skills
17 21 (19.09%) Deep Learning
17 21 (19.09%) User Experience
18 20 (18.18%) SQL
18 20 (18.18%) Microsoft
19 19 (17.27%) GCP
19 19 (17.27%) Kanban
19 19 (17.27%) Full Stack Development
20 18 (16.36%) Azure Cosmos DB
21 17 (15.45%) Front End Development

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 3 (2.73%) CMS
1 3 (2.73%) Confluence
2 2 (1.82%) Headless CMS
3 1 (0.91%) Drupal
3 1 (0.91%) SharePoint
3 1 (0.91%) Sitecore CMS
Applications
1 6 (5.45%) Figma
2 5 (4.55%) Adobe XD
2 5 (4.55%) Sketch
2 5 (4.55%) Spreadsheet
3 4 (3.64%) Microsoft Office
4 3 (2.73%) Photoshop
Business Applications
1 5 (4.55%) Shopify
Cloud Services
1 38 (34.55%) Azure
2 32 (29.09%) AWS
3 25 (22.73%) SaaS
4 23 (20.91%) Serverless
5 19 (17.27%) GCP
6 18 (16.36%) Azure Cosmos DB
7 15 (13.64%) Azure Functions
8 11 (10.00%) PaaS
9 10 (9.09%) Azure Machine Learning
10 8 (7.27%) Azure LUIS
11 7 (6.36%) Dialogflow
12 6 (5.45%) Amazon Alexa
12 6 (5.45%) AWS Lambda
12 6 (5.45%) Azure Storage
12 6 (5.45%) Cloud Computing
13 5 (4.55%) AWS CloudFormation
13 5 (4.55%) Facebook Ads
13 5 (4.55%) Google Ads
13 5 (4.55%) Google Analytics
13 5 (4.55%) Twilio
Communications & Networking
1 5 (4.55%) Intranet
2 3 (2.73%) DSL
2 3 (2.73%) Reverse Proxy
3 2 (1.82%) HTTP
Database & Business Intelligence
1 11 (10.00%) MySQL
2 6 (5.45%) Relational Database
2 6 (5.45%) SQL Server
2 6 (5.45%) SQL Server 2016
3 4 (3.64%) Neo4j
4 3 (2.73%) Big Data
4 3 (2.73%) Hadoop
5 2 (1.82%) NoSQL
6 1 (0.91%) Amazon RDS
6 1 (0.91%) Blockchain
6 1 (0.91%) Data Warehouse
6 1 (0.91%) Ingres
6 1 (0.91%) PostgreSQL
Development Applications
1 10 (9.09%) Git (software)
2 9 (8.18%) GitLab
3 8 (7.27%) JIRA
4 6 (5.45%) Selenium
4 6 (5.45%) WebDriver
5 5 (4.55%) Appium
5 5 (4.55%) Balsamiq
5 5 (4.55%) Jenkins
6 4 (3.64%) CircleCI
6 4 (3.64%) Gradle
7 3 (2.73%) Sonatype Nexus
8 2 (1.82%) SpecFlow
9 1 (0.91%) Android Studio
9 1 (0.91%) Xcode
General
1 31 (28.18%) Finance
2 21 (19.09%) Social Skills
3 13 (11.82%) Marketing
4 11 (10.00%) Wearables
5 9 (8.18%) Retail
6 8 (7.27%) Games
7 7 (6.36%) Back Office
7 7 (6.36%) Banking
7 7 (6.36%) Front Office
8 4 (3.64%) Advertising
8 4 (3.64%) Legal
8 4 (3.64%) Pharmaceutical
9 3 (2.73%) Public Sector
10 2 (1.82%) Analytical Skills
10 2 (1.82%) Electronics
10 2 (1.82%) Law
10 2 (1.82%) Manufacturing
10 2 (1.82%) Publishing
10 2 (1.82%) Telecoms
11 1 (0.91%) Local Government
Job Titles
1 30 (27.27%) Developer
2 15 (13.64%) React Developer
3 13 (11.82%) Full Stack Developer
4 10 (9.09%) Software Engineer
5 8 (7.27%) Consultant
6 7 (6.36%) Azure Developer
6 7 (6.36%) C# Developer
6 7 (6.36%) Data Manager
6 7 (6.36%) Data Science Manager
6 7 (6.36%) Front End Developer (Client-Side Developer)
6 7 (6.36%) JavaScript Developer
6 7 (6.36%) JavaScript Engineer
6 7 (6.36%) Transformation Consultant
7 6 (5.45%) Node.js Developer
8 5 (4.55%) .NET Developer
8 5 (4.55%) Digital Marketing Manager
8 5 (4.55%) E-Commerce Manager
8 5 (4.55%) Marketing Manager
8 5 (4.55%) Performance Manager
8 5 (4.55%) Technical Specialist
Libraries, Frameworks & Software Standards
1 43 (39.09%) Node.js
2 40 (36.36%) React
3 27 (24.55%) CSS
4 26 (23.64%) HTML
5 16 (14.55%) AngularJS
6 12 (10.91%) GraphQL
6 12 (10.91%) Vue.js
7 10 (9.09%) .NET
7 10 (9.09%) .NET Core
7 10 (9.09%) HTML5
8 9 (8.18%) React Native
9 7 (6.36%) HTML5 Canvas
9 7 (6.36%) Kafka
9 7 (6.36%) WebGL
10 6 (5.45%) CSS3
10 6 (5.45%) Knex.js
10 6 (5.45%) PyTorch
10 6 (5.45%) TensorFlow
11 5 (4.55%) GreenSock GSAP
11 5 (4.55%) REST
Miscellaneous
1 21 (19.09%) User Experience
2 17 (15.45%) Greenfield Project
3 12 (10.91%) Mobile App
4 8 (7.27%) Algorithms
5 5 (4.55%) Animation
5 5 (4.55%) Client/Server
5 5 (4.55%) e-Learning
5 5 (4.55%) Social Media
6 4 (3.64%) Robotics
7 3 (2.73%) Cloud Native
7 3 (2.73%) Data Protection Act
7 3 (2.73%) Hedge funds
7 3 (2.73%) Management Information System
8 1 (0.91%) Legacy Systems
8 1 (0.91%) Social Network
Operating Systems
1 5 (4.55%) Android
Processes & Methodologies
1 110 (100.00%) Conversational UI
2 63 (57.27%) Artificial Intelligence
3 53 (48.18%) Agile Software Development
4 50 (45.45%) Machine Learning
5 28 (25.45%) DevOps
6 27 (24.55%) Analytics
7 23 (20.91%) Natural Language Processing
8 21 (19.09%) Deep Learning
9 19 (17.27%) Full Stack Development
9 19 (17.27%) Kanban
10 17 (15.45%) Front End Development
11 16 (14.55%) Project Management
12 15 (13.64%) Scrum
12 15 (13.64%) TDD
13 14 (12.73%) Data Science
13 14 (12.73%) Problem-Solving
14 13 (11.82%) Continuous Integration
15 12 (10.91%) BDD
15 12 (10.91%) Robotic Process Automation
16 11 (10.00%) Innovative Thinking
Programming Languages
1 48 (43.64%) JavaScript
2 24 (21.82%) Python
3 20 (18.18%) SQL
4 12 (10.91%) C#
5 8 (7.27%) Java
6 6 (5.45%) ES6
7 4 (3.64%) C
7 4 (3.64%) Groovy
7 4 (3.64%) TypeScript
8 3 (2.73%) PHP
9 2 (1.82%) Go
9 2 (1.82%) Rust
10 1 (0.91%) Apex Code
10 1 (0.91%) Ruby
10 1 (0.91%) Scala
Qualifications
1 24 (21.82%) Degree
2 7 (6.36%) Computer Science Degree
3 6 (5.45%) AWS Certification
3 6 (5.45%) MCSA
3 6 (5.45%) Microsoft Certification
4 2 (1.82%) PhD
5 1 (0.91%) ITIL Foundation Certificate
5 1 (0.91%) PMP
Quality Assurance & Compliance
1 12 (10.91%) Accessibility
2 8 (7.27%) QA
System Software
1 4 (3.64%) Docker
Systems Management
1 5 (4.55%) Kubernetes
1 5 (4.55%) Terraform
2 3 (2.73%) Istio
Vendors
1 28 (25.45%) Google
2 20 (18.18%) Microsoft
3 14 (12.73%) IBM
4 8 (7.27%) Adobe
4 8 (7.27%) Salesforce.com
5 7 (6.36%) ServiceNow
6 6 (5.45%) Avaya
6 6 (5.45%) Cisco
7 5 (4.55%) Facebook
8 4 (3.64%) Databricks
8 4 (3.64%) Wrike
9 2 (1.82%) SAP
10 1 (0.91%) Apple
10 1 (0.91%) Atlassian
10 1 (0.91%) Oracle
10 1 (0.91%) Sitecore