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

Chatbots
England > London
6 months to
19 Sep 2018
Same period 2017 Same period 2016
Rank 730 842 853
Rank change year-on-year +112 +11 -
Permanent jobs citing Chatbot 81 19 22
As % of all permanent IT jobs advertised in London 0.12% 0.025% 0.028%
As % of the Applications category 1.41% 0.30% 0.31%
Number of salaries quoted 56 11 22
London median annual salary £67,500 £65,000 £70,000
Median salary % change year-on-year +3.85% -7.14% -
10th Percentile £50,000 £47,500 £45,000
90th Percentile £96,250 £80,000 £85,000
England median annual salary £55,000 £53,750 £70,000
% change year-on-year +2.33% -23.21% -

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 5,758 6,341 7,147
As % of all permanent IT jobs advertised in London 8.37% 8.44% 9.03%
Number of salaries quoted 4,602 4,767 6,052
London median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £26,000 £26,250 £25,000
90th Percentile £75,000 £75,000 £75,000
England median annual salary £39,000 £37,500 £37,500
% change year-on-year +4.00% - -

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 September 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 September 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 0 13 £72,500 +38.10% 7
East London - 1 £65,000 -
Chatbot
England

For the 6 months to 19 September 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 49 (60.49%) Artificial Intelligence
2 44 (54.32%) Machine Learning
3 38 (46.91%) Python
4 37 (45.68%) Agile Software Development
5 30 (37.04%) Algorithms
6 29 (35.80%) Natural Language Processing
7 28 (34.57%) JavaScript
8 26 (32.10%) Java
9 25 (30.86%) Node.js
10 23 (28.40%) User Experience
11 21 (25.93%) AngularJS
11 21 (25.93%) React
12 20 (24.69%) Software Engineering
13 19 (23.46%) Data Science
14 17 (20.99%) OO
15 16 (19.75%) Front End Development
15 16 (19.75%) TensorFlow
16 15 (18.52%) Problem-Solving
16 15 (18.52%) Neural Network
16 15 (18.52%) CSS
16 15 (18.52%) HTML
16 15 (18.52%) Test Automation
17 14 (17.28%) Marketing
18 13 (16.05%) Web Services
18 13 (16.05%) Deep Learning
18 13 (16.05%) DevOps
19 12 (14.81%) Amazon AWS
20 11 (13.58%) R
20 11 (13.58%) Spring
20 11 (13.58%) Microservices

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 10 (12.35%) Apache Spark
2 9 (11.11%) Amazon Alexa
3 4 (4.94%) Adobe Experience Manager
3 4 (4.94%) Apache
3 4 (4.94%) Apache Pig
3 4 (4.94%) CMS
3 4 (4.94%) Jupyter
3 4 (4.94%) Sitecore CMS
Applications
1 5 (6.17%) Adobe Illustrator
1 5 (6.17%) InVision
1 5 (6.17%) Photoshop
Business Applications
1 2 (2.47%) Dynamics AX
1 2 (2.47%) Unica
Cloud Services
1 12 (14.81%) Amazon AWS
2 10 (12.35%) PaaS
2 10 (12.35%) SaaS
3 9 (11.11%) Dialogflow
4 6 (7.41%) Slack
5 5 (6.17%) Amazon EC2
5 5 (6.17%) Amazon S3
5 5 (6.17%) Cloudflare
5 5 (6.17%) CloudFront
5 5 (6.17%) Microsoft Azure
6 4 (4.94%) GitHub
7 2 (2.47%) Dynamics 365
7 2 (2.47%) Oracle CX
7 2 (2.47%) Wit.ai
8 1 (1.23%) Google Cloud Platform
Communications & Networking
1 8 (9.88%) DAB
2 7 (8.64%) SMS
Database & Business Intelligence
1 10 (12.35%) Big Data
1 10 (12.35%) Hadoop
2 5 (6.17%) Amazon RDS
2 5 (6.17%) Blockchain
2 5 (6.17%) MySQL
2 5 (6.17%) Redis
2 5 (6.17%) Relational Database
3 4 (4.94%) Apache Hive
3 4 (4.94%) Apache Zeppelin
4 1 (1.23%) MongoDB
Development Applications
1 10 (12.35%) Git (software)
2 5 (6.17%) Jasmine
2 5 (6.17%) Karma Test Runner
2 5 (6.17%) Protractor
2 5 (6.17%) webpack
3 2 (2.47%) Jenkins
4 1 (1.23%) Cucumber
4 1 (1.23%) Octopus Deploy
4 1 (1.23%) Selenium
4 1 (1.23%) TeamCity
4 1 (1.23%) WebDriver
General
1 14 (17.28%) Marketing
2 7 (8.64%) Banking
3 6 (7.41%) Finance
4 5 (6.17%) Retail
5 4 (4.94%) Games
Job Titles
1 16 (19.75%) Developer
2 13 (16.05%) Data Scientist
3 12 (14.81%) Architect
4 10 (12.35%) Software Engineer
5 9 (11.11%) Machine Learning Engineer
6 7 (8.64%) Front End Developer (Client-Side Developer)
6 7 (8.64%) Java Engineer
6 7 (8.64%) Python Engineer
6 7 (8.64%) Senior Data Scientist
7 6 (7.41%) Java Software Engineer
8 5 (6.17%) Consultant
8 5 (6.17%) Machine Learning Scientist
8 5 (6.17%) Node.js Developer
8 5 (6.17%) Project Manager
8 5 (6.17%) Solutions Architect
8 5 (6.17%) Technical Consultant
8 5 (6.17%) Technical Developer
9 4 (4.94%) Agile Project Manager
9 4 (4.94%) Web Engineer
10 3 (3.70%) Data Architect
Libraries, Frameworks & Software Standards
1 29 (35.80%) Natural Language Processing
2 25 (30.86%) Node.js
3 21 (25.93%) AngularJS
3 21 (25.93%) React
4 16 (19.75%) TensorFlow
5 15 (18.52%) CSS
5 15 (18.52%) HTML
6 13 (16.05%) Web Services
7 11 (13.58%) Spring
8 9 (11.11%) Backbone.js
8 9 (11.11%) Express
9 7 (8.64%) scikit-learn
9 7 (8.64%) SpaCy
10 6 (7.41%) .NET
10 6 (7.41%) .NET Framework
10 6 (7.41%) NumPy
10 6 (7.41%) Pandas
11 5 (6.17%) CSS3
11 5 (6.17%) SciPy
11 5 (6.17%) Spring Boot
Miscellaneous
1 30 (37.04%) Algorithms
2 23 (28.40%) User Experience
3 7 (8.64%) Greenfield Project
3 7 (8.64%) IVR
4 6 (7.41%) Computer Science
5 5 (6.17%) Graphic Design
6 4 (4.94%) Animation
6 4 (4.94%) Augmented Reality
6 4 (4.94%) Fintech
7 2 (2.47%) Analytical Skills
7 2 (2.47%) Mobile App
8 1 (1.23%) Data Structures
8 1 (1.23%) Robotics
Operating Systems
1 7 (8.64%) Android
1 7 (8.64%) Apple iOS
Processes & Methodologies
1 49 (60.49%) Artificial Intelligence
2 44 (54.32%) Machine Learning
3 37 (45.68%) Agile Software Development
4 20 (24.69%) Software Engineering
5 19 (23.46%) Data Science
6 17 (20.99%) OO
7 16 (19.75%) Front End Development
8 15 (18.52%) Neural Network
8 15 (18.52%) Problem-Solving
8 15 (18.52%) Test Automation
9 13 (16.05%) Deep Learning
9 13 (16.05%) DevOps
10 11 (13.58%) Microservices
11 10 (12.35%) Data Protection
12 9 (11.11%) Customer-Centricity
12 9 (11.11%) OOP
12 9 (11.11%) Scrum
12 9 (11.11%) TDD
12 9 (11.11%) Use Case
13 8 (9.88%) Bayesian Methods
Programming Languages
1 38 (46.91%) Python
2 28 (34.57%) JavaScript
3 26 (32.10%) Java
4 11 (13.58%) R
5 7 (8.64%) ES6
5 7 (8.64%) Java 8
6 6 (7.41%) SQL
7 5 (6.17%) Scala
8 3 (3.70%) C++
9 2 (2.47%) C
Qualifications
1 7 (8.64%) Degree
1 7 (8.64%) PhD
Quality Assurance & Compliance
1 10 (12.35%) QA
System Software
1 4 (4.94%) Apache Flume
Systems Management
1 4 (4.94%) Oozie
2 1 (1.23%) Ansible
2 1 (1.23%) Kubernetes
2 1 (1.23%) Terraform
Vendors
1 10 (12.35%) Google
2 8 (9.88%) IBM
3 7 (8.64%) Facebook
4 4 (4.94%) Cloudera
4 4 (4.94%) Databricks
4 4 (4.94%) Hortonworks
4 4 (4.94%) Microsoft
4 4 (4.94%) Sitecore
5 2 (2.47%) Adobe
5 2 (2.47%) Apple
5 2 (2.47%) Cognizant
5 2 (2.47%) Oracle
5 2 (2.47%) Salesforce Marketing Cloud
5 2 (2.47%) Salesforce.com
5 2 (2.47%) Siebel