Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Pattern Recognition skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Pattern Recognition over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Pattern Recognition
England > London
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 806 809 902
Rank change year-on-year +3 +93 +26
Permanent jobs citing Pattern Recognition 39 34 23
As % of all permanent IT jobs advertised in London 0.052% 0.045% 0.026%
As % of the Processes & Methodologies category 0.057% 0.050% 0.029%
Number of salaries quoted 19 34 18
London median annual salary £70,000 £57,000 £58,750
Median salary % change year-on-year +22.81% -2.98% +17.50%
10th Percentile £43,800 £32,875 £42,500
90th Percentile £95,500 £95,000 £70,750
England median annual salary £68,750 £56,500 £47,500
% change year-on-year +21.68% +18.95% +11.76%

Pattern Recognition 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 68869 67817 79798
As % of all permanent IT jobs advertised in London 91.63% 90.61% 89.56%
Number of salaries quoted 52972 58374 67234
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £35,000 £33,750 £33,000
90th Percentile £90,000 £88,750 £86,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Pattern Recognition
Job Vacancy Trend in London

Job postings citing Pattern Recognition as a percentage of all IT jobs advertised in London.

Job vacancy trend for Pattern Recognition in London

Pattern Recognition
Salary Trend in London

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

Salary trend for Pattern Recognition in London

Pattern Recognition
Salary Histogram in London

The salary distribution of IT jobs citing Pattern Recognition in London over the 6 months to 20 November 2017.

Salary histogram for Pattern Recognition in London

Pattern Recognition
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Pattern Recognition within the London region over the 6 months to 20 November 2017. 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 +7 10 £75,000 +93.55% 1
North London - 1 £50,000 -
Pattern Recognition
England

For the 6 months to 20 November 2017, IT jobs citing Pattern Recognition 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 Pattern Recognition.

1 19 (48.72%) Python
1 19 (48.72%) Machine Learning
2 17 (43.59%) NoSQL
2 17 (43.59%) Algorithms
2 17 (43.59%) Linux
3 15 (38.46%) SQL
4 14 (35.90%) Investment Management
5 11 (28.21%) Analytics
5 11 (28.21%) Data Mining
5 11 (28.21%) Artificial Intelligence
6 10 (25.64%) Finance
6 10 (25.64%) Computer Science
6 10 (25.64%) Data Modelling
6 10 (25.64%) C#
6 10 (25.64%) Jenkins
6 10 (25.64%) Natural Language Processing
7 9 (23.08%) Relational Database
7 9 (23.08%) Data Centre
7 9 (23.08%) Windows
7 9 (23.08%) PhD
8 8 (20.51%) Java
8 8 (20.51%) PowerShell
9 7 (17.95%) Hadoop
9 7 (17.95%) MongoDB
9 7 (17.95%) Deep Learning
9 7 (17.95%) Agile Software Development
10 6 (15.38%) Investment Banking
10 6 (15.38%) Banking
10 6 (15.38%) Asset Management
10 6 (15.38%) Wealth Management

Pattern Recognition
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 6 (15.38%) Apache Spark
Business Applications
1 4 (10.26%) Dynamics CRM
Cloud Services
1 6 (15.38%) Amazon AWS
1 6 (15.38%) Amazon EC2
1 6 (15.38%) Amazon S3
1 6 (15.38%) AWS CloudFormation
1 6 (15.38%) AWS Lambda
1 6 (15.38%) Serverless
2 4 (10.26%) Dynamics 365
2 4 (10.26%) Microsoft Azure
2 4 (10.26%) Office 365
Communications & Networking
1 5 (12.82%) Internet
2 4 (10.26%) NAS
2 4 (10.26%) NetScaler
2 4 (10.26%) SAN
2 4 (10.26%) VSAN
Database & Business Intelligence
1 17 (43.59%) NoSQL
2 11 (28.21%) Data Mining
3 9 (23.08%) Relational Database
4 7 (17.95%) Hadoop
4 7 (17.95%) MongoDB
5 6 (15.38%) Apache Cassandra
6 4 (10.26%) Big Data
7 2 (5.13%) Data Warehouse
8 1 (2.56%) HBase
8 1 (2.56%) PostgreSQL
Development Applications
1 10 (25.64%) Jenkins
2 5 (12.82%) Git (software)
General
1 10 (25.64%) Finance
2 6 (15.38%) Banking
2 6 (15.38%) Financial Institution
2 6 (15.38%) Front Office
2 6 (15.38%) Investment Banking
2 6 (15.38%) Publishing
2 6 (15.38%) Retail Banking
3 4 (10.26%) Legal
4 1 (2.56%) Electronics
Job Titles
1 11 (28.21%) Developer
2 7 (17.95%) Systems Engineer
3 6 (15.38%) Architect
3 6 (15.38%) Platform Architect
4 4 (10.26%) Infrastructure Engineer
5 2 (5.13%) Consultant
5 2 (5.13%) Data Consultant
5 2 (5.13%) Data Scientist
5 2 (5.13%) Operations Manager
5 2 (5.13%) Senior Systems Engineer
5 2 (5.13%) Systems Manager
6 1 (2.56%) Machine Learning Developer
6 1 (2.56%) Machine Learning Engineer
6 1 (2.56%) Objective-C Developer
6 1 (2.56%) Product Manager
6 1 (2.56%) Senior Manager
6 1 (2.56%) Senior Product Manager
6 1 (2.56%) Senior Software Engineer
6 1 (2.56%) Software Engineer
Libraries, Frameworks & Software Standards
1 10 (25.64%) Natural Language Processing
2 6 (15.38%) Akka
2 6 (15.38%) GraphX
2 6 (15.38%) Kafka
3 1 (2.56%) NumPy
3 1 (2.56%) Pandas
3 1 (2.56%) REST
3 1 (2.56%) SciPy
Miscellaneous
1 17 (43.59%) Algorithms
2 10 (25.64%) Computer Science
3 9 (23.08%) Data Centre
4 6 (15.38%) Minimum Viable Product
5 2 (5.13%) Analytical Skills
6 1 (2.56%) Fintech
6 1 (2.56%) User Experience
Operating Systems
1 17 (43.59%) Linux
2 9 (23.08%) Windows
3 5 (12.82%) Windows 10
3 5 (12.82%) Windows 7
3 5 (12.82%) Windows Server 2008
4 4 (10.26%) CentOS
4 4 (10.26%) Ubuntu
Processes & Methodologies
1 19 (48.72%) Machine Learning
2 14 (35.90%) Investment Management
3 11 (28.21%) Analytics
3 11 (28.21%) Artificial Intelligence
4 10 (25.64%) Data Modelling
5 7 (17.95%) Agile Software Development
5 7 (17.95%) Deep Learning
6 6 (15.38%) Algorithmic Trading
6 6 (15.38%) Asset Management
6 6 (15.38%) Computer Vision
6 6 (15.38%) Enterprise Architecture
6 6 (15.38%) Low Latency
6 6 (15.38%) Memory Management
6 6 (15.38%) Predictive Analytics
6 6 (15.38%) SDLC
6 6 (15.38%) Server Virtualisation
6 6 (15.38%) Software Deployment
6 6 (15.38%) Use Case
6 6 (15.38%) Wealth Management
7 5 (12.82%) Data Protection
Programming Languages
1 19 (48.72%) Python
2 15 (38.46%) SQL
3 10 (25.64%) C#
4 8 (20.51%) Java
4 8 (20.51%) PowerShell
5 6 (15.38%) Bash Shell
5 6 (15.38%) C++
5 6 (15.38%) Ruby
6 2 (5.13%) R
7 1 (2.56%) Kotlin
7 1 (2.56%) Objective-C
7 1 (2.56%) Scala
Qualifications
1 9 (23.08%) PhD
2 3 (7.69%) Degree
3 1 (2.56%) Computer Science Degree
3 1 (2.56%) Postgraduate
System Software
1 6 (15.38%) Apache Flume
1 6 (15.38%) Docker
2 4 (10.26%) Active Directory
2 4 (10.26%) VMware ESXi
2 4 (10.26%) XenDesktop
Systems Management
1 6 (15.38%) Consul
1 6 (15.38%) Hadoop YARN
1 6 (15.38%) Kubernetes
1 6 (15.38%) Mesos
1 6 (15.38%) Terraform
2 4 (10.26%) vCenter Server
Vendors
1 4 (10.26%) Citrix
1 4 (10.26%) VMware