Period
to 19 November 2018

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 19 November 2018 with a comparison to the same period in the previous 2 years.

Chatbots
England > London
6 months to
19 Nov 2018
Same period 2017 Same period 2016
Rank 705 820 839
Rank change year-on-year +115 +19 -
Permanent jobs citing Chatbot 95 33 18
As % of all permanent IT jobs advertised in London 0.14% 0.044% 0.024%
As % of the Applications category 1.65% 0.51% 0.27%
Number of salaries quoted 65 24 18
London median annual salary £67,500 £66,250 £70,000
Median salary % change year-on-year +1.89% -5.36% -
10th Percentile £51,500 £47,500 £42,750
90th Percentile £87,500 £80,000 £85,000
England median annual salary £65,000 £55,000 £70,000
% change year-on-year +18.18% -21.43% -

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 5,764 6,414 6,676
As % of all permanent IT jobs advertised in London 8.61% 8.58% 8.84%
Number of salaries quoted 4,640 4,886 5,618
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 £25,500
90th Percentile £75,000 £75,000 £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 19 November 2018.

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 19 November 2018. 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 +9 15 £65,000 -3.70% 2
East London - 1 £65,000 - 4
West London - 1 £60,000 - 1
Chatbot
England

For the 6 months to 19 November 2018, 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 95 (100.00%) Conversational UI
2 55 (57.89%) Artificial Intelligence
3 50 (52.63%) Machine Learning
4 49 (51.58%) Python
5 46 (48.42%) Agile Software Development
6 40 (42.11%) Natural Language Processing
7 36 (37.89%) Algorithms
8 30 (31.58%) JavaScript
9 29 (30.53%) Java
9 29 (30.53%) User Experience
10 25 (26.32%) Node.js
10 25 (26.32%) TensorFlow
10 25 (26.32%) Software Engineering
11 22 (23.16%) Deep Learning
12 21 (22.11%) React
13 20 (21.05%) AngularJS
14 18 (18.95%) Neural Network
14 18 (18.95%) Data Science
15 17 (17.89%) Test Automation
15 17 (17.89%) Microservices
15 17 (17.89%) DevOps
16 16 (16.84%) Front End Development
16 16 (16.84%) OO
17 15 (15.79%) Web Services
17 15 (15.79%) SaaS
18 14 (14.74%) Slack
18 14 (14.74%) PaaS
18 14 (14.74%) CSS
18 14 (14.74%) Problem-Solving
19 13 (13.68%) HTML

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 9 (9.47%) Apache Spark
2 4 (4.21%) Adobe Experience Manager
2 4 (4.21%) CMS
2 4 (4.21%) Sitecore CMS
3 3 (3.16%) Apache Pig
4 2 (2.11%) Apache
4 2 (2.11%) Jupyter
Applications
1 5 (5.26%) Adobe Illustrator
1 5 (5.26%) InVision
1 5 (5.26%) Photoshop
2 1 (1.05%) Microsoft Excel
Cloud Services
1 15 (15.79%) SaaS
2 14 (14.74%) PaaS
2 14 (14.74%) Slack
3 13 (13.68%) Amazon AWS
4 10 (10.53%) Dialogflow
5 9 (9.47%) Amazon Alexa
6 7 (7.37%) Microsoft Azure
7 4 (4.21%) GitHub
7 4 (4.21%) Wit.ai
8 3 (3.16%) Amazon EC2
8 3 (3.16%) Amazon S3
8 3 (3.16%) Cloudflare
8 3 (3.16%) CloudFront
8 3 (3.16%) Google Cloud Platform
9 2 (2.11%) Siri
Communications & Networking
1 7 (7.37%) SMS
2 4 (4.21%) DAB
3 1 (1.05%) HTTP
Database & Business Intelligence
1 12 (12.63%) Hadoop
2 10 (10.53%) Big Data
3 3 (3.16%) Amazon RDS
3 3 (3.16%) Apache Hive
3 3 (3.16%) Blockchain
3 3 (3.16%) MySQL
3 3 (3.16%) NoSQL
3 3 (3.16%) Redis
3 3 (3.16%) Relational Database
4 2 (2.11%) Amazon Athena
4 2 (2.11%) Apache Zeppelin
5 1 (1.05%) MongoDB
Development Applications
1 10 (10.53%) Git (software)
2 8 (8.42%) Protractor
3 5 (5.26%) Jasmine
3 5 (5.26%) Karma Test Runner
3 5 (5.26%) webpack
4 4 (4.21%) Jenkins
4 4 (4.21%) Selenium
4 4 (4.21%) WebDriver
5 3 (3.16%) Octopus Deploy
5 3 (3.16%) SpecFlow
5 3 (3.16%) TeamCity
6 1 (1.05%) Cucumber
General
1 12 (12.63%) Marketing
2 6 (6.32%) Banking
3 5 (5.26%) Retail
4 4 (4.21%) Finance
4 4 (4.21%) Games
Job Titles
1 17 (17.89%) Developer
2 15 (15.79%) Machine Learning Engineer
3 14 (14.74%) Data Scientist
4 11 (11.58%) Python Engineer
4 11 (11.58%) Software Engineer
5 8 (8.42%) Architect
6 7 (7.37%) Front End Developer (Client-Side Developer)
6 7 (7.37%) Java Engineer
7 6 (6.32%) Java Software Engineer
7 6 (6.32%) Machine Learning Scientist
7 6 (6.32%) Project Manager
7 6 (6.32%) Senior Data Scientist
8 5 (5.26%) Agile Project Manager
8 5 (5.26%) Consultant
8 5 (5.26%) Technical Consultant
8 5 (5.26%) Technical Developer
9 4 (4.21%) Test Automation Engineer
9 4 (4.21%) Test Engineer
9 4 (4.21%) Web Engineer
10 3 (3.16%) Node.js Developer
Libraries, Frameworks & Software Standards
1 40 (42.11%) Natural Language Processing
2 25 (26.32%) Node.js
2 25 (26.32%) TensorFlow
3 21 (22.11%) React
4 20 (21.05%) AngularJS
5 15 (15.79%) Web Services
6 14 (14.74%) CSS
7 13 (13.68%) HTML
8 12 (12.63%) Spring
9 11 (11.58%) SpaCy
10 9 (9.47%) .NET
10 9 (9.47%) Backbone.js
10 9 (9.47%) scikit-learn
11 8 (8.42%) .NET Framework
12 7 (7.37%) Express
13 6 (6.32%) NumPy
13 6 (6.32%) Pandas
13 6 (6.32%) REST
13 6 (6.32%) Spring Boot
14 5 (5.26%) SciPy
Miscellaneous
1 36 (37.89%) Algorithms
2 29 (30.53%) User Experience
3 11 (11.58%) Computer Science
4 7 (7.37%) IVR
5 5 (5.26%) Graphic Design
5 5 (5.26%) Greenfield Project
6 4 (4.21%) Animation
6 4 (4.21%) Augmented Reality
6 4 (4.21%) Mobile App
7 3 (3.16%) Fintech
8 2 (2.11%) Social Media
8 2 (2.11%) Virtual Team
9 1 (1.05%) Data Structures
9 1 (1.05%) Robotics
9 1 (1.05%) Self-Motivation
Operating Systems
1 7 (7.37%) Android
1 7 (7.37%) Apple iOS
Processes & Methodologies
1 95 (100.00%) Conversational UI
2 55 (57.89%) Artificial Intelligence
3 50 (52.63%) Machine Learning
4 46 (48.42%) Agile Software Development
5 25 (26.32%) Software Engineering
6 22 (23.16%) Deep Learning
7 18 (18.95%) Data Science
7 18 (18.95%) Neural Network
8 17 (17.89%) DevOps
8 17 (17.89%) Microservices
8 17 (17.89%) Test Automation
9 16 (16.84%) Front End Development
9 16 (16.84%) OO
10 14 (14.74%) Problem-Solving
11 12 (12.63%) Reinforcement Learning
12 11 (11.58%) Dialogue System
12 11 (11.58%) Probabilistic Modelling
12 11 (11.58%) Scrum
12 11 (11.58%) Signal Processing
12 11 (11.58%) TDD
Programming Languages
1 49 (51.58%) Python
2 30 (31.58%) JavaScript
3 29 (30.53%) Java
4 9 (9.47%) Scala
5 8 (8.42%) Java 8
6 7 (7.37%) ES6
7 6 (6.32%) SQL
8 5 (5.26%) R
9 4 (4.21%) C#
10 3 (3.16%) C++
10 3 (3.16%) Go
10 3 (3.16%) Ruby
11 2 (2.11%) C
Qualifications
1 12 (12.63%) PhD
2 6 (6.32%) Degree
3 1 (1.05%) Computer Science Degree
Quality Assurance & Compliance
1 12 (12.63%) QA
System Software
1 3 (3.16%) Apache Flume
2 2 (2.11%) Docker
Systems Management
1 4 (4.21%) Ansible
1 4 (4.21%) Terraform
2 3 (3.16%) Kubernetes
2 3 (3.16%) Oozie
Vendors
1 13 (13.68%) Google
2 7 (7.37%) Facebook
3 4 (4.21%) IBM
3 4 (4.21%) Sitecore
4 2 (2.11%) Apple
4 2 (2.11%) Cloudera
4 2 (2.11%) Databricks
4 2 (2.11%) Hortonworks
4 2 (2.11%) Microsoft