Period
to 22 July 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 22 July 2018 with a comparison to the same period in the previous 2 years.

Cognitive Computing
England > London
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 766 823 861
Rank change year-on-year +57 +38 -
Permanent jobs citing Cognitive Computing 70 23 38
As % of all permanent IT jobs advertised in London 0.099% 0.031% 0.046%
As % of the Processes & Methodologies category 0.11% 0.034% 0.050%
Number of salaries quoted 41 12 38
London median annual salary £100,000 £86,250 £70,000
Median salary % change year-on-year +15.94% +23.21% -
10th Percentile £75,000 £63,750 £45,000
90th Percentile £120,000 £137,500 £110,000
England median annual salary £100,000 £70,000 £70,000
% change year-on-year +42.86% - -

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 64,543 67,788 75,615
As % of all permanent IT jobs advertised in London 91.35% 91.80% 91.40%
Number of salaries quoted 51,638 53,707 65,199
London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £35,000 £35,000 £33,250
90th Percentile £95,000 £90,000 £87,500
England median annual salary £50,000 £50,000 £50,000

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 22 July 2018.

Salary histogram for Cognitive Computing in London

Cognitive Computing
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Cognitive Computing within the London region over the 6 months to 22 July 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 -21 1 £82,500 +17.86%
Cognitive Computing
England

For the 6 months to 22 July 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 31 (44.29%) Agile Software Development
2 30 (42.86%) Artificial Intelligence
3 29 (41.43%) Microservices
4 27 (38.57%) Analytics
4 27 (38.57%) Problem-Solving
5 26 (37.14%) Big Data
6 25 (35.71%) Asset Management
6 25 (35.71%) Scaled Agile Framework
7 24 (34.29%) Machine Learning
8 19 (27.14%) Degree
9 18 (25.71%) IBM
9 18 (25.71%) Microsoft Azure
9 18 (25.71%) Data Analytics
10 17 (24.29%) Finance
11 16 (22.86%) DevOps
12 15 (21.43%) Deep Learning
12 15 (21.43%) Natural Language Processing
12 15 (21.43%) Python
13 14 (20.00%) JavaScript
13 14 (20.00%) Scrum
13 14 (20.00%) Business Development
13 14 (20.00%) Computer Science
14 13 (18.57%) Migration
14 13 (18.57%) Data Science
15 12 (17.14%) Client Onboarding
15 12 (17.14%) Cadence
15 12 (17.14%) Business Analysis
15 12 (17.14%) Java
15 12 (17.14%) Brand Management
15 12 (17.14%) Domain-Driven Design

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 4 (5.71%) Apache
1 4 (5.71%) Apache Spark
2 3 (4.29%) Elasticsearch
2 3 (4.29%) IIS
3 2 (2.86%) Mule
3 2 (2.86%) Mule ESB
4 1 (1.43%) SAS
Applications
1 4 (5.71%) Chatbot
Business Applications
1 3 (4.29%) Distributed Ledger
2 2 (2.86%) Dynamics AX
2 2 (2.86%) Unica
Cloud Services
1 18 (25.71%) Microsoft Azure
2 11 (15.71%) Amazon AWS
3 2 (2.86%) Boomi
3 2 (2.86%) Dynamics 365
3 2 (2.86%) Google Cloud Platform
3 2 (2.86%) iPaaS
3 2 (2.86%) Oracle CX
4 1 (1.43%) Cloud Computing
Communications & Networking
1 1 (1.43%) Internet
1 1 (1.43%) Network Security
Database & Business Intelligence
1 26 (37.14%) Big Data
2 4 (5.71%) Mahout
2 4 (5.71%) Text Mining
3 1 (1.43%) Hadoop
3 1 (1.43%) RDBMS
3 1 (1.43%) Relational Database
Development Applications
1 3 (4.29%) Jenkins
1 3 (4.29%) Maven
1 3 (4.29%) Spinnaker
1 3 (4.29%) Travis CI
General
1 17 (24.29%) Finance
2 4 (5.71%) Banking
2 4 (5.71%) Marketing
3 2 (2.86%) Investment Banking
4 1 (1.43%) Retail
Job Titles
1 24 (34.29%) Analyst
2 18 (25.71%) Architect
3 13 (18.57%) Head of Analytics
3 13 (18.57%) Head of Data Analytics
4 12 (17.14%) Digital Analyst
4 12 (17.14%) Head of Data Science
4 12 (17.14%) Operations Analyst
5 10 (14.29%) Business Analyst
5 10 (14.29%) Senior Analyst
5 10 (14.29%) Senior Business Analyst
6 8 (11.43%) Onboarding Analyst
7 7 (10.00%) Systems Architect
8 6 (8.57%) Solutions Architect
8 6 (8.57%) Splunk Analyst
9 3 (4.29%) Lead Architect
10 2 (2.86%) Consultant
10 2 (2.86%) Data Architect
10 2 (2.86%) Developer
10 2 (2.86%) Integration Consultant
10 2 (2.86%) Software Engineer
Libraries, Frameworks & Software Standards
1 15 (21.43%) Natural Language Processing
2 10 (14.29%) TensorFlow
3 4 (5.71%) Kafka
Miscellaneous
1 14 (20.00%) Computer Science
2 9 (12.86%) Enterprise Software
3 6 (8.57%) Algorithms
4 3 (4.29%) Analytical Skills
4 3 (4.29%) Private Cloud
4 3 (4.29%) Public Cloud
Operating Systems
1 3 (4.29%) CoreOS
Processes & Methodologies
1 31 (44.29%) Agile Software Development
2 30 (42.86%) Artificial Intelligence
3 29 (41.43%) Microservices
4 27 (38.57%) Analytics
4 27 (38.57%) Problem-Solving
5 25 (35.71%) Asset Management
5 25 (35.71%) Scaled Agile Framework
6 24 (34.29%) Machine Learning
7 18 (25.71%) Data Analytics
8 16 (22.86%) DevOps
9 15 (21.43%) Deep Learning
10 14 (20.00%) Business Development
10 14 (20.00%) Scrum
11 13 (18.57%) Data Science
11 13 (18.57%) Migration
12 12 (17.14%) Brand Management
12 12 (17.14%) Business Analysis
12 12 (17.14%) Client Onboarding
12 12 (17.14%) Domain-Driven Design
12 12 (17.14%) User Stories
Programming Languages
1 15 (21.43%) Python
2 14 (20.00%) JavaScript
3 12 (17.14%) Java
4 11 (15.71%) C
4 11 (15.71%) C++
5 3 (4.29%) Kotlin
6 1 (1.43%) Go
6 1 (1.43%) R
6 1 (1.43%) SQL
Qualifications
1 19 (27.14%) Degree
2 3 (4.29%) PhD
3 2 (2.86%) TOGAF Certification
Quality Assurance & Compliance
1 1 (1.43%) GCP
System Software
1 3 (4.29%) Docker
Systems Management
1 3 (4.29%) Fluentd
1 3 (4.29%) Grafana
1 3 (4.29%) Kubernetes
1 3 (4.29%) logstash
1 3 (4.29%) Prometheus
1 3 (4.29%) Rancher
2 1 (1.43%) Ansible
2 1 (1.43%) Opscode Chef
2 1 (1.43%) Puppet
Vendors
1 18 (25.71%) IBM
2 12 (17.14%) Cadence
3 6 (8.57%) Splunk
4 2 (2.86%) Adobe
4 2 (2.86%) Cognizant
4 2 (2.86%) Dell
4 2 (2.86%) Google
4 2 (2.86%) Microsoft
4 2 (2.86%) MuleSoft
4 2 (2.86%) Oracle
4 2 (2.86%) Salesforce Marketing Cloud
4 2 (2.86%) Salesforce.com
4 2 (2.86%) Siebel
5 1 (1.43%) Informatica