Period
to 23 January 2019

The following table provides summary statistics for permanent job vacancies advertised in London 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 23 January 2019 with a comparison to the same period in the previous 2 years.

Chatbots
England > London
6 months to
23 Jan 2019
Same period 2018 Same period 2017
Rank 699 806 812
Rank change year-on-year +107 +6 -
Permanent jobs citing Chatbot 91 34 7
As % of all permanent IT jobs advertised in London 0.14% 0.048% 0.010%
As % of the Applications category 1.70% 0.59% 0.12%
Number of salaries quoted 64 25 7
London median annual salary £68,750 £67,500 £70,000
Median salary % change year-on-year +1.85% -3.57% -
10th Percentile £57,500 £56,500 £65,000
90th Percentile £130,000 £82,500 £80,500
England median annual salary £65,000 £50,000 £70,000
% change year-on-year +30.00% -28.57% -

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 London with a requirement for software application skills.

All Software Application Skills
London
Permanent vacancies with a requirement for software application skills 5,350 5,810 5,995
As % of all permanent IT jobs advertised in London 8.48% 8.27% 8.52%
Number of salaries quoted 4,288 4,639 4,966
London median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -
10th Percentile £26,250 £26,000 £26,000
90th Percentile £75,500 £73,750 £73,750
England median annual salary £40,000 £37,500 £37,500
% change year-on-year +6.67% - -

Chatbot
Job Vacancy Trend in London

Job postings citing Chatbot as a percentage of all IT jobs advertised in London.

Job vacancy trend for Chatbot in London

Chatbot
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Chatbot in London.

Salary trend for Chatbot in London

Chatbot
Salary Histogram in London

The salary distribution of IT jobs citing Chatbot in London over the 6 months to 23 January 2019.

Salary histogram for Chatbot in London

Chatbot
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Chatbot within the London region over the 6 months to 23 January 2019. 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
Central London +23 9 £65,000 -3.70% 6
West London - 3 £60,000 - 1
Chatbot
England

For the 6 months to 23 January 2019, 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 London region with a requirement for Chatbot.

1 91 (100.00%) Conversational UI
2 63 (69.23%) Artificial Intelligence
3 55 (60.44%) Machine Learning
4 48 (52.75%) Python
5 43 (47.25%) Natural Language Processing
6 40 (43.96%) Agile Software Development
7 30 (32.97%) Algorithms
8 24 (26.37%) TensorFlow
9 23 (25.27%) User Experience
9 23 (25.27%) JavaScript
10 21 (23.08%) Software Engineering
11 20 (21.98%) Deep Learning
12 19 (20.88%) Node.js
12 19 (20.88%) Data Science
12 19 (20.88%) Java
13 17 (18.68%) DevOps
14 15 (16.48%) Neural Network
15 14 (15.38%) Google
15 14 (15.38%) Problem-Solving
16 13 (14.29%) Thought Leadership
16 13 (14.29%) Scala
16 13 (14.29%) SaaS
16 13 (14.29%) OO
17 12 (13.19%) Web Services
17 12 (13.19%) PaaS
17 12 (13.19%) Slack
18 11 (12.09%) Probabilistic Modelling
18 11 (12.09%) Dialogue System
18 11 (12.09%) SpaCy
18 11 (12.09%) Reinforcement Learning

Chatbot
Co-occurring IT Skills in London 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 (4.40%) Apache Spark
2 1 (1.10%) Apache
2 1 (1.10%) Confluence
2 1 (1.10%) Jupyter
Applications
1 5 (5.49%) Adobe Illustrator
1 5 (5.49%) InVision
1 5 (5.49%) Photoshop
2 4 (4.40%) Microsoft Excel
3 1 (1.10%) Microsoft PowerPoint
Cloud Services
1 13 (14.29%) SaaS
2 12 (13.19%) PaaS
2 12 (13.19%) Slack
3 10 (10.99%) Amazon AWS
3 10 (10.99%) Dialogflow
4 5 (5.49%) Microsoft Azure
5 4 (4.40%) Amazon Alexa
5 4 (4.40%) Amazon EC2
5 4 (4.40%) Amazon S3
5 4 (4.40%) Cloudflare
5 4 (4.40%) CloudFront
5 4 (4.40%) Google Cloud Platform
5 4 (4.40%) Wit.ai
6 2 (2.20%) Siri
7 1 (1.10%) Dropbox
7 1 (1.10%) Mimecast
7 1 (1.10%) Office 365
Communications & Networking
1 2 (2.20%) SMS
2 1 (1.10%) Firewall
2 1 (1.10%) HTTP
Database & Business Intelligence
1 11 (12.09%) Big Data
2 7 (7.69%) Hadoop
3 4 (4.40%) Amazon RDS
3 4 (4.40%) Blockchain
3 4 (4.40%) MySQL
3 4 (4.40%) NoSQL
3 4 (4.40%) Redis
3 4 (4.40%) Relational Database
4 2 (2.20%) Amazon Athena
5 1 (1.10%) Apache Zeppelin
Development Applications
1 7 (7.69%) Git (software)
2 5 (5.49%) Protractor
3 4 (4.40%) Jenkins
3 4 (4.40%) Octopus Deploy
3 4 (4.40%) Selenium
3 4 (4.40%) SpecFlow
3 4 (4.40%) TeamCity
3 4 (4.40%) WebDriver
4 1 (1.10%) Jasmine
4 1 (1.10%) JIRA
4 1 (1.10%) Karma Test Runner
4 1 (1.10%) webpack
General
1 7 (7.69%) Finance
2 5 (5.49%) Banking
2 5 (5.49%) Marketing
2 5 (5.49%) Retail
3 2 (2.20%) Advertising
4 1 (1.10%) Games
Job Titles
1 17 (18.68%) Developer
2 14 (15.38%) Machine Learning Engineer
3 10 (10.99%) Python Engineer
4 6 (6.59%) Data Scientist
4 6 (6.59%) Project Manager
5 5 (5.49%) Python Developer
5 5 (5.49%) Test Automation Engineer
5 5 (5.49%) Test Engineer
6 4 (4.40%) Node.js Developer
6 4 (4.40%) Senior Test Automation Engineer
6 4 (4.40%) Senior Test Engineer
6 4 (4.40%) Software Engineer
7 3 (3.30%) Agile Project Manager
7 3 (3.30%) Designer
7 3 (3.30%) Machine Learning Developer
7 3 (3.30%) Product Manager
7 3 (3.30%) Senior Manager
8 2 (2.20%) Java Engineer
8 2 (2.20%) Site Engineer
8 2 (2.20%) User Experience Manager
Libraries, Frameworks & Software Standards
1 43 (47.25%) Natural Language Processing
2 24 (26.37%) TensorFlow
3 19 (20.88%) Node.js
4 12 (13.19%) Web Services
5 11 (12.09%) SpaCy
6 10 (10.99%) React
7 8 (8.79%) .NET
7 8 (8.79%) AngularJS
8 7 (7.69%) .NET Framework
8 7 (7.69%) HTML
9 6 (6.59%) CSS
9 6 (6.59%) scikit-learn
10 4 (4.40%) Express
10 4 (4.40%) REST
10 4 (4.40%) Spring
10 4 (4.40%) WebdriverIO
11 3 (3.30%) NumPy
11 3 (3.30%) Pandas
12 2 (2.20%) Flask
12 2 (2.20%) Spring Boot
Miscellaneous
1 30 (32.97%) Algorithms
2 23 (25.27%) User Experience
3 6 (6.59%) Greenfield Project
4 5 (5.49%) Graphic Design
4 5 (5.49%) Mobile App
4 5 (5.49%) Social Media
5 2 (2.20%) Analytical Skills
5 2 (2.20%) Fintech
5 2 (2.20%) IVR
5 2 (2.20%) Robotics
5 2 (2.20%) Virtual Team
6 1 (1.10%) CUDA
6 1 (1.10%) Self-Motivation
6 1 (1.10%) Video Conferencing
Operating Systems
1 7 (7.69%) Android
1 7 (7.69%) Apple iOS
2 1 (1.10%) Mac OS
2 1 (1.10%) Windows
Processes & Methodologies
1 91 (100.00%) Conversational UI
2 63 (69.23%) Artificial Intelligence
3 55 (60.44%) Machine Learning
4 40 (43.96%) Agile Software Development
5 21 (23.08%) Software Engineering
6 20 (21.98%) Deep Learning
7 19 (20.88%) Data Science
8 17 (18.68%) DevOps
9 15 (16.48%) Neural Network
10 14 (15.38%) Problem-Solving
11 13 (14.29%) OO
11 13 (14.29%) Thought Leadership
12 11 (12.09%) Dialogue System
12 11 (12.09%) Probabilistic Modelling
12 11 (12.09%) Reinforcement Learning
12 11 (12.09%) Scrum
12 11 (12.09%) Signal Processing
12 11 (12.09%) Test Automation
13 10 (10.99%) BDD
13 10 (10.99%) Microservices
Programming Languages
1 48 (52.75%) Python
2 23 (25.27%) JavaScript
3 19 (20.88%) Java
4 13 (14.29%) Scala
5 5 (5.49%) C#
5 5 (5.49%) Ruby
6 4 (4.40%) Go
6 4 (4.40%) Java 8
6 4 (4.40%) SQL
7 2 (2.20%) R
8 1 (1.10%) C++
8 1 (1.10%) ES6
Qualifications
1 9 (9.89%) Degree
1 9 (9.89%) PhD
2 3 (3.30%) Computer Science Degree
Quality Assurance & Compliance
1 8 (8.79%) QA
2 1 (1.10%) PMO
System Software
1 4 (4.40%) Docker
Systems Management
1 7 (7.69%) Kubernetes
2 6 (6.59%) Terraform
3 5 (5.49%) Ansible
Vendors
1 14 (15.38%) Google
2 4 (4.40%) Facebook
2 4 (4.40%) Microsoft
3 3 (3.30%) IBM
4 2 (2.20%) Apple
5 1 (1.10%) Cloudera
5 1 (1.10%) Databricks
5 1 (1.10%) Hortonworks
5 1 (1.10%) Sophos