Period
to 16 January 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 16 January 2018 with a comparison to the same period in the previous 2 years.

Cognitive Computing
England > London
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 758 804 -
Rank change year-on-year +46 - -
Permanent jobs citing Cognitive Computing 52 16 0
As % of all permanent IT jobs advertised in London 0.074% 0.023% -
As % of the Processes & Methodologies category 0.081% 0.025% -
Number of salaries quoted 39 15 0
London median annual salary £112,500 £70,000 -
Median salary % change year-on-year +60.71% - -
England median annual salary £105,000 £62,500 £42,469
% change year-on-year +68.00% +47.17% -

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 64,328 63,890 75,826
As % of all permanent IT jobs advertised in London 91.57% 90.53% 89.76%
Number of salaries quoted 51,331 54,447 64,236
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% -
10th Percentile £35,750 £33,750 £33,750
90th Percentile £91,250 £90,000 £87,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 16 January 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 16 January 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 -18 3 £117,500 +70.91%
Cognitive Computing
England

For the 6 months to 16 January 2018, IT jobs citing Cognitive Computing also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for Cognitive Computing.

1 30 (57.69%) Machine Learning
2 28 (53.85%) Analytics
2 28 (53.85%) Artificial Intelligence
2 28 (53.85%) Degree
3 24 (46.15%) Natural Language Processing
4 17 (32.69%) Mathematics
5 16 (30.77%) Visualisation
6 15 (28.85%) Big Data
6 15 (28.85%) Deep Learning
6 15 (28.85%) Statistics
7 14 (26.92%) IBM
8 13 (25.00%) Apache
8 13 (25.00%) Software Engineering
8 13 (25.00%) Apache Spark
8 13 (25.00%) Algorithms
9 12 (23.08%) Robotics
9 12 (23.08%) Python
9 12 (23.08%) Java
10 11 (21.15%) Agile Software Development
10 11 (21.15%) Continuous Improvement
10 11 (21.15%) Mahout
10 11 (21.15%) Kafka
10 11 (21.15%) Open Source
10 11 (21.15%) Cognitive Analytics
11 10 (19.23%) DevOps
12 9 (17.31%) Microservices
12 9 (17.31%) Data Visualisation
12 9 (17.31%) Data Management
12 9 (17.31%) Text Mining
13 8 (15.38%) 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 13 (25.00%) Apache
1 13 (25.00%) Apache Spark
2 1 (1.92%) Apache Pig
2 1 (1.92%) SAS
Applications
1 1 (1.92%) SPSS
Cloud Services
1 6 (11.54%) Microsoft Azure
2 2 (3.85%) Azure Machine Learning
Database & Business Intelligence
1 15 (28.85%) Big Data
2 11 (21.15%) Mahout
3 9 (17.31%) Text Mining
4 3 (5.77%) Hadoop
5 2 (3.85%) Flink
5 2 (3.85%) MongoDB
5 2 (3.85%) MySQL
5 2 (3.85%) SQLite
6 1 (1.92%) Apache Hive
6 1 (1.92%) Data Mining
Development Applications
1 2 (3.85%) Android Studio
2 1 (1.92%) CocoaPods
2 1 (1.92%) Gerrit
2 1 (1.92%) Jenkins
General
1 7 (13.46%) Finance
2 3 (5.77%) Advertising
3 1 (1.92%) Aerospace
3 1 (1.92%) Banking
3 1 (1.92%) Investment Banking
Job Titles
1 8 (15.38%) Analyst
1 8 (15.38%) Digital Analyst
2 7 (13.46%) Architect
3 5 (9.62%) Developer
4 4 (7.69%) Consultant
4 4 (7.69%) Operations Analyst
5 3 (5.77%) Artificial Intelligence Consultant
5 3 (5.77%) DevOps Engineer
5 3 (5.77%) Head of IT
5 3 (5.77%) Machine Learning Engineer
6 2 (3.85%) Analytics Consultant
6 2 (3.85%) Analytics Manager
6 2 (3.85%) Android Developer
6 2 (3.85%) Artificial Intelligence Architect
6 2 (3.85%) Automation Architect
6 2 (3.85%) Senior Data Warehouse Specialist
6 2 (3.85%) Senior Test Automation Developer
6 2 (3.85%) Senior Test Automation Specialist
6 2 (3.85%) Test Automation Developer
6 2 (3.85%) Test Automation Specialist
Libraries, Frameworks & Software Standards
1 24 (46.15%) Natural Language Processing
2 11 (21.15%) Kafka
3 5 (9.62%) TensorFlow
4 3 (5.77%) Elastic Stack
5 2 (3.85%) Keras
Miscellaneous
1 13 (25.00%) Algorithms
2 12 (23.08%) Robotics
3 6 (11.54%) Computer Science
4 3 (5.77%) Mobile App
5 2 (3.85%) Embedded Systems
5 2 (3.85%) Enterprise Software
5 2 (3.85%) User Experience
6 1 (1.92%) Analytical Skills
Operating Systems
1 2 (3.85%) Android
2 1 (1.92%) Apple iOS
Processes & Methodologies
1 30 (57.69%) Machine Learning
2 28 (53.85%) Analytics
2 28 (53.85%) Artificial Intelligence
3 17 (32.69%) Mathematics
4 16 (30.77%) Visualisation
5 15 (28.85%) Deep Learning
5 15 (28.85%) Statistics
6 13 (25.00%) Software Engineering
7 11 (21.15%) Agile Software Development
7 11 (21.15%) Cognitive Analytics
7 11 (21.15%) Continuous Improvement
7 11 (21.15%) Open Source
8 10 (19.23%) DevOps
9 9 (17.31%) Data Management
9 9 (17.31%) Data Visualisation
9 9 (17.31%) Microservices
10 8 (15.38%) Asset Management
11 5 (9.62%) Business Development
11 5 (9.62%) SDLC
12 4 (7.69%) Use Case
Programming Languages
1 12 (23.08%) Java
1 12 (23.08%) Python
2 5 (9.62%) C++
2 5 (9.62%) R
3 3 (5.77%) C
3 3 (5.77%) JavaScript
3 3 (5.77%) PHP
3 3 (5.77%) Ruby
4 2 (3.85%) SQL
4 2 (3.85%) U-SQL
5 1 (1.92%) Apple Swift
5 1 (1.92%) C#
5 1 (1.92%) MATLAB
5 1 (1.92%) Scala
Qualifications
1 28 (53.85%) Degree
2 4 (7.69%) ISEB
3 3 (5.77%) PhD
4 2 (3.85%) Computer Science Degree
5 1 (1.92%) Master's Degree
5 1 (1.92%) Numerate Degree
5 1 (1.92%) Security Cleared
System Software
1 3 (5.77%) Docker
Vendors
1 14 (26.92%) IBM
2 4 (7.69%) Cadence