Period
to 17 October 2018

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Cognitive Computing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Cognitive Computing over the 6 months to 17 October 2018 with a comparison to the same period in the previous 2 years.

Cognitive Computing
England > London
6 months to
17 Oct 2018
Same period 2017 Same period 2016
Rank 790 830 830
Rank change year-on-year +40 0 -
Permanent jobs citing Cognitive Computing 20 25 38
As % of all permanent IT jobs advertised in London 0.029% 0.034% 0.049%
As % of the Processes & Methodologies category 0.032% 0.036% 0.053%
Number of salaries quoted 14 14 37
London median annual salary £100,000 £78,750 £70,000
Median salary % change year-on-year +26.98% +12.50% -
10th Percentile £75,000 £58,250 £45,000
90th Percentile £110,000 £105,250 £107,750
England median annual salary £95,000 £73,750 £70,000
% change year-on-year +28.81% +5.36% -

Cognitive Computing is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 62,234 69,113 71,123
As % of all permanent IT jobs advertised in London 91.68% 92.81% 91.99%
Number of salaries quoted 49,995 52,921 61,417
London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +4.55%
10th Percentile £35,000 £35,000 £33,500
90th Percentile £95,000 £90,000 £87,500
England median annual salary £52,000 £50,000 £50,000
% change year-on-year +4.00% - +5.26%

Cognitive Computing
Job Vacancy Trend in London

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

Job vacancy trend for Cognitive Computing in London

Cognitive Computing
Salary Trend in London

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

Salary trend for Cognitive Computing in London

Cognitive Computing
Salary Histogram in London

The salary distribution of IT jobs citing Cognitive Computing in London over the 6 months to 17 October 2018.

Salary histogram for Cognitive Computing in London

For the 6 months to 17 October 2018, IT jobs citing Cognitive Computing 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 Cognitive Computing.

1 15 (75.00%) Artificial Intelligence
2 12 (60.00%) Machine Learning
3 10 (50.00%) Java
3 10 (50.00%) JavaScript
3 10 (50.00%) Python
4 9 (45.00%) Natural Language Processing
4 9 (45.00%) Analytics
4 9 (45.00%) Deep Learning
5 8 (40.00%) C
5 8 (40.00%) C++
6 7 (35.00%) UML
6 7 (35.00%) Finance
6 7 (35.00%) TensorFlow
7 6 (30.00%) Computer Vision
7 6 (30.00%) Enterprise Software
7 6 (30.00%) Project Management
7 6 (30.00%) Computer Science
8 5 (25.00%) PhD
8 5 (25.00%) Data Analytics
8 5 (25.00%) Data Science
9 4 (20.00%) Problem-Solving
9 4 (20.00%) Big Data
9 4 (20.00%) Microservices
9 4 (20.00%) IBM
9 4 (20.00%) Brand Management
9 4 (20.00%) Agile Software Development
9 4 (20.00%) Business Development
10 3 (15.00%) Software Engineering
10 3 (15.00%) Business Analysis
10 3 (15.00%) Asset Management

Cognitive Computing
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 1 (5.00%) Mule
1 1 (5.00%) Mule ESB
1 1 (5.00%) SAS
Applications
1 2 (10.00%) Chatbot
2 1 (5.00%) Microsoft Excel
Cloud Services
1 2 (10.00%) Amazon AWS
2 1 (5.00%) Boomi
2 1 (5.00%) Google Cloud Platform
2 1 (5.00%) iPaaS
2 1 (5.00%) Microsoft Azure
2 1 (5.00%) SaaS
2 1 (5.00%) Slack
Database & Business Intelligence
1 4 (20.00%) Big Data
2 1 (5.00%) Blockchain
2 1 (5.00%) Hadoop
2 1 (5.00%) Neo4j
2 1 (5.00%) RDBMS
2 1 (5.00%) Relational Database
General
1 7 (35.00%) Finance
2 1 (5.00%) Banking
2 1 (5.00%) Investment Banking
2 1 (5.00%) Marketing
2 1 (5.00%) Retail
Job Titles
1 8 (40.00%) Architect
2 5 (25.00%) Solutions Architect
3 4 (20.00%) Head of Analytics
3 4 (20.00%) Head of Data Analytics
3 4 (20.00%) Head of Data Science
4 3 (15.00%) Analyst
4 3 (15.00%) Business Analyst
4 3 (15.00%) Onboarding Analyst
4 3 (15.00%) Senior Analyst
4 3 (15.00%) Senior Business Analyst
5 2 (10.00%) Developer
5 2 (10.00%) Systems Architect
6 1 (5.00%) Consultant
6 1 (5.00%) Informatica Consultant
6 1 (5.00%) Integration Consultant
6 1 (5.00%) Java Developer
6 1 (5.00%) Machine Learning Developer
6 1 (5.00%) Senior Data Scientist
6 1 (5.00%) Senior Developer
6 1 (5.00%) Technical Architect
Libraries, Frameworks & Software Standards
1 9 (45.00%) Natural Language Processing
2 7 (35.00%) TensorFlow
3 1 (5.00%) AngularJS
3 1 (5.00%) CSS
3 1 (5.00%) D3.js
3 1 (5.00%) HTML
3 1 (5.00%) J2EE
3 1 (5.00%) jQuery
3 1 (5.00%) JSP
3 1 (5.00%) RxJS
3 1 (5.00%) Servlets
3 1 (5.00%) Spring
3 1 (5.00%) WebGL
Miscellaneous
1 6 (30.00%) Computer Science
1 6 (30.00%) Enterprise Software
2 2 (10.00%) Algorithms
3 1 (5.00%) Analytical Skills
3 1 (5.00%) User Experience
Processes & Methodologies
1 15 (75.00%) Artificial Intelligence
2 12 (60.00%) Machine Learning
3 9 (45.00%) Analytics
3 9 (45.00%) Deep Learning
4 7 (35.00%) UML
5 6 (30.00%) Computer Vision
5 6 (30.00%) Project Management
6 5 (25.00%) Data Analytics
6 5 (25.00%) Data Science
7 4 (20.00%) Agile Software Development
7 4 (20.00%) Brand Management
7 4 (20.00%) Business Development
7 4 (20.00%) Microservices
7 4 (20.00%) Problem-Solving
8 3 (15.00%) Asset Management
8 3 (15.00%) Business Analysis
8 3 (15.00%) Domain-Driven Design
8 3 (15.00%) Scaled Agile Framework
8 3 (15.00%) Scrum
8 3 (15.00%) Software Engineering
Programming Languages
1 10 (50.00%) Java
1 10 (50.00%) JavaScript
1 10 (50.00%) Python
2 8 (40.00%) C
2 8 (40.00%) C++
3 1 (5.00%) R
3 1 (5.00%) SQL
3 1 (5.00%) VBA
Qualifications
1 5 (25.00%) PhD
2 1 (5.00%) Computer Science Degree
2 1 (5.00%) Degree
2 1 (5.00%) Security Cleared
2 1 (5.00%) TOGAF Certification
Vendors
1 4 (20.00%) IBM
2 3 (15.00%) Cadence
3 1 (5.00%) Dell
3 1 (5.00%) Google
3 1 (5.00%) Informatica
3 1 (5.00%) MuleSoft