Period
to 23 June 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 23 June 2018 with a comparison to the same period in the previous 2 years.

Chatbots
England > London
6 months to
23 Jun 2018
Same period 2017 Same period 2016
Rank 768 812 885
Rank change year-on-year +44 +73 -
Permanent jobs citing Chatbot 54 13 9
As % of all permanent IT jobs advertised in London 0.077% 0.018% 0.011%
As % of the Applications category 0.94% 0.22% 0.11%
Number of salaries quoted 40 10 9
London median annual salary £70,000 £67,500 £70,000
Median salary % change year-on-year +3.70% -3.57% -
10th Percentile £49,875 £47,500 £43,500
90th Percentile £150,000 £81,000 £85,000
England median annual salary £50,000 £46,500 £70,000
% change year-on-year +7.53% -33.57% -

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 5,729 6,013 8,061
As % of all permanent IT jobs advertised in London 8.18% 8.55% 9.82%
Number of salaries quoted 4,576 4,882 6,665
London median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £26,250 £26,250 £25,000
90th Percentile £72,500 £76,000 £71,250
England median annual salary £37,500 £37,500 £37,500

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 June 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 23 June 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 -14 10 £66,250 +26.19% 5
East London - 1 £65,000 - 2
Chatbot
England

For the 6 months to 23 June 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 37 (68.52%) Machine Learning
2 36 (66.67%) Artificial Intelligence
3 28 (51.85%) Python
4 26 (48.15%) Data Science
5 22 (40.74%) Algorithms
6 20 (37.04%) Java
6 20 (37.04%) Natural Language Processing
7 16 (29.63%) Agile Software Development
8 14 (25.93%) R
8 14 (25.93%) Neural Network
9 12 (22.22%) Information Retrieval
9 12 (22.22%) React
9 12 (22.22%) Node.js
10 11 (20.37%) Amazon AWS
10 11 (20.37%) Marketing
10 11 (20.37%) Bayesian Methods
11 10 (18.52%) AngularJS
11 10 (18.52%) Computational Linguistics
11 10 (18.52%) Test Automation
11 10 (18.52%) Scala
11 10 (18.52%) JavaScript
11 10 (18.52%) DAB
12 9 (16.67%) Degree
12 9 (16.67%) scikit-learn
12 9 (16.67%) Knowledge Discovery
13 8 (14.81%) Pandas
13 8 (14.81%) Microservices
13 8 (14.81%) Apache Spark
13 8 (14.81%) Big Data
13 8 (14.81%) TensorFlow

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 8 (14.81%) Apache Spark
2 5 (9.26%) Amazon Alexa
3 4 (7.41%) Adobe Experience Manager
3 4 (7.41%) CMS
3 4 (7.41%) Sitecore CMS
4 3 (5.56%) Apache Pig
5 2 (3.70%) Apache
5 2 (3.70%) Jupyter
Business Applications
1 2 (3.70%) Dynamics AX
1 2 (3.70%) Unica
Cloud Services
1 11 (20.37%) Amazon AWS
2 5 (9.26%) Amazon EC2
3 4 (7.41%) Amazon S3
3 4 (7.41%) Cloudflare
3 4 (7.41%) CloudFront
3 4 (7.41%) Microsoft Azure
4 2 (3.70%) Dynamics 365
4 2 (3.70%) Oracle CX
5 1 (1.85%) GitHub
Communications & Networking
1 10 (18.52%) DAB
2 3 (5.56%) SMS
3 1 (1.85%) Extranet
3 1 (1.85%) Internet
3 1 (1.85%) Intranet
Database & Business Intelligence
1 8 (14.81%) Big Data
1 8 (14.81%) Hadoop
2 4 (7.41%) Amazon RDS
2 4 (7.41%) Blockchain
2 4 (7.41%) MySQL
2 4 (7.41%) Redis
2 4 (7.41%) Relational Database
3 3 (5.56%) Apache Hive
4 2 (3.70%) Apache Zeppelin
5 1 (1.85%) MongoDB
Development Applications
1 4 (7.41%) Git (software)
2 1 (1.85%) Cucumber
2 1 (1.85%) Jenkins
2 1 (1.85%) Selenium
2 1 (1.85%) WebDriver
General
1 11 (20.37%) Marketing
2 8 (14.81%) Finance
3 5 (9.26%) Banking
4 3 (5.56%) Legal
4 3 (5.56%) Retail
5 1 (1.85%) Games
5 1 (1.85%) Law
5 1 (1.85%) Publishing
Job Titles
1 13 (24.07%) Data Scientist
2 9 (16.67%) Architect
2 9 (16.67%) Developer
3 4 (7.41%) Machine Learning Engineer
3 4 (7.41%) Machine Learning Scientist
3 4 (7.41%) Node.js Developer
3 4 (7.41%) Senior Data Scientist
4 3 (5.56%) Delivery Manager
4 3 (5.56%) Java Engineer
4 3 (5.56%) Python Engineer
4 3 (5.56%) Software Developer
4 3 (5.56%) Software Engineer
4 3 (5.56%) Solutions Architect
5 2 (3.70%) Consultant
5 2 (3.70%) Data Architect
5 2 (3.70%) Dynamics AX Architect
5 2 (3.70%) Java Software Engineer
5 2 (3.70%) Senior Developer
6 1 (1.85%) E-Commerce Product Owner
6 1 (1.85%) Knowledge Management Consultant
Libraries, Frameworks & Software Standards
1 20 (37.04%) Natural Language Processing
2 12 (22.22%) Node.js
2 12 (22.22%) React
3 10 (18.52%) AngularJS
4 9 (16.67%) scikit-learn
5 8 (14.81%) NumPy
5 8 (14.81%) Pandas
5 8 (14.81%) TensorFlow
6 7 (12.96%) CSS
6 7 (12.96%) HTML
6 7 (12.96%) SciPy
6 7 (12.96%) Spring
7 5 (9.26%) Express
7 5 (9.26%) Spring Boot
8 4 (7.41%) Backbone.js
8 4 (7.41%) Kafka
8 4 (7.41%) React Native
8 4 (7.41%) REST
8 4 (7.41%) Web Services
9 3 (5.56%) Keras
Miscellaneous
1 22 (40.74%) Algorithms
2 7 (12.96%) Greenfield Project
3 6 (11.11%) User Experience
4 5 (9.26%) Computer Science
5 4 (7.41%) Fintech
6 3 (5.56%) IVR
7 2 (3.70%) Analytical Skills
8 1 (1.85%) Animation
8 1 (1.85%) Augmented Reality
8 1 (1.85%) Blog
8 1 (1.85%) Data Structures
8 1 (1.85%) Robotics
8 1 (1.85%) Social Media
8 1 (1.85%) Wiki
Processes & Methodologies
1 37 (68.52%) Machine Learning
2 36 (66.67%) Artificial Intelligence
3 26 (48.15%) Data Science
4 16 (29.63%) Agile Software Development
5 14 (25.93%) Neural Network
6 12 (22.22%) Information Retrieval
7 11 (20.37%) Bayesian Methods
8 10 (18.52%) Computational Linguistics
8 10 (18.52%) Test Automation
9 9 (16.67%) Knowledge Discovery
10 8 (14.81%) Microservices
10 8 (14.81%) Problem-Solving
11 7 (12.96%) Analytics
11 7 (12.96%) Customer-Centricity
11 7 (12.96%) DevOps
11 7 (12.96%) Scrum
12 6 (11.11%) Deep Learning
12 6 (11.11%) Front End Development
12 6 (11.11%) Software Engineering
13 5 (9.26%) Line Management
Programming Languages
1 28 (51.85%) Python
2 20 (37.04%) Java
3 14 (25.93%) R
4 10 (18.52%) JavaScript
4 10 (18.52%) Scala
5 7 (12.96%) SQL
6 3 (5.56%) C++
6 3 (5.56%) Java 8
7 1 (1.85%) C
7 1 (1.85%) ES6
7 1 (1.85%) PHP
Qualifications
1 9 (16.67%) Degree
2 6 (11.11%) PhD
3 3 (5.56%) Six Sigma Black Belt
Quality Assurance & Compliance
1 3 (5.56%) QA
System Software
1 3 (5.56%) Apache Flume
2 2 (3.70%) Docker
Systems Management
1 3 (5.56%) Oozie
Vendors
1 4 (7.41%) IBM
1 4 (7.41%) Sitecore
2 3 (5.56%) Facebook
3 2 (3.70%) Adobe
3 2 (3.70%) Automation Anywhere
3 2 (3.70%) Blue Prism
3 2 (3.70%) Cloudera
3 2 (3.70%) Cognizant
3 2 (3.70%) Databricks
3 2 (3.70%) Hortonworks
3 2 (3.70%) Microsoft
3 2 (3.70%) Oracle
3 2 (3.70%) Salesforce Marketing Cloud
3 2 (3.70%) Salesforce.com
3 2 (3.70%) Siebel
4 1 (1.85%) Google