Period
to 20 January 2018

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 January 2018 with a comparison to the same period in the previous 2 years.

Pattern Recognition
Central London > City of London
6 months to
20 Jan 2018
Same period 2017 Same period 2016
Rank 325 339 391
Rank change year-on-year +14 +52 +65
Permanent jobs citing Pattern Recognition 8 2 1
As % of all permanent IT jobs advertised in the City of London 0.077% 0.019% 0.007%
As % of the Processes & Methodologies category 0.084% 0.021% 0.008%
Number of salaries quoted 8 2 1
City of London median annual salary £76,250 £95,000 £45,000
Median salary % change year-on-year -19.74% +111.11% -10.00%
10th Percentile £64,250 £63,750 £42,500
90th Percentile £95,750 £132,250 £47,500
Central London median annual salary £75,000 £58,750 £52,500
% change year-on-year +27.66% +11.90% +5.00%

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 the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 9,500 9,506 12,792
As % of all permanent IT jobs advertised in the City of London 90.90% 89.21% 89.62%
Number of salaries quoted 8,467 8,647 11,263
City of London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £36,250 £36,250 £35,000
90th Percentile £95,000 £92,500 £90,000
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

Pattern Recognition
Job Vacancy Trend in the City of London

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

Job vacancy trend for Pattern Recognition in the City of London

Pattern Recognition
Salary Trend in the City of London

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

Salary trend for Pattern Recognition in the City of London

Pattern Recognition
Salary Histogram in the City of London

The salary distribution of IT jobs citing Pattern Recognition in the City of London over the 6 months to 20 January 2018.

Salary histogram for Pattern Recognition in the City of London

For the 6 months to 20 January 2018, 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 City of London region with a requirement for Pattern Recognition.

1 7 (87.50%) Java
1 7 (87.50%) Hadoop
1 7 (87.50%) Machine Learning
1 7 (87.50%) NoSQL
2 6 (75.00%) Analytics
2 6 (75.00%) Kafka
2 6 (75.00%) Apache Flume
2 6 (75.00%) Memory Management
2 6 (75.00%) Predictive Analytics
2 6 (75.00%) Algorithmic Trading
2 6 (75.00%) SQL
2 6 (75.00%) Python
2 6 (75.00%) Data Modelling
2 6 (75.00%) C#
2 6 (75.00%) C++
2 6 (75.00%) Front Office
2 6 (75.00%) Mesos
2 6 (75.00%) Apache Spark
2 6 (75.00%) Hadoop YARN
2 6 (75.00%) Algorithms
2 6 (75.00%) GraphX
2 6 (75.00%) Akka
2 6 (75.00%) Low Latency
3 2 (25.00%) Artificial Intelligence
4 1 (12.50%) Software Engineering
4 1 (12.50%) Finance
4 1 (12.50%) TDD
4 1 (12.50%) Data Mining
4 1 (12.50%) Internet
4 1 (12.50%) Windows

Pattern Recognition
Co-occurring IT Skills in the City of 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 (75.00%) Apache Spark
Communications & Networking
1 1 (12.50%) Internet
Database & Business Intelligence
1 7 (87.50%) Hadoop
1 7 (87.50%) NoSQL
2 1 (12.50%) Data Mining
2 1 (12.50%) HBase
2 1 (12.50%) MongoDB
2 1 (12.50%) Relational Database
General
1 6 (75.00%) Front Office
2 1 (12.50%) Finance
Job Titles
1 5 (62.50%) Developer
2 1 (12.50%) Data Scientist
2 1 (12.50%) Machine Learning Engineer
2 1 (12.50%) Senior Systems Engineer
2 1 (12.50%) Systems Engineer
Libraries, Frameworks & Software Standards
1 6 (75.00%) Akka
1 6 (75.00%) GraphX
1 6 (75.00%) Kafka
2 1 (12.50%) REST
Miscellaneous
1 6 (75.00%) Algorithms
2 1 (12.50%) Data Centre
2 1 (12.50%) Fintech
Operating Systems
1 1 (12.50%) Linux
1 1 (12.50%) Windows
1 1 (12.50%) Windows 10
1 1 (12.50%) Windows 7
1 1 (12.50%) Windows Server 2008
Processes & Methodologies
1 7 (87.50%) Machine Learning
2 6 (75.00%) Algorithmic Trading
2 6 (75.00%) Analytics
2 6 (75.00%) Data Modelling
2 6 (75.00%) Low Latency
2 6 (75.00%) Memory Management
2 6 (75.00%) Predictive Analytics
3 2 (25.00%) Artificial Intelligence
4 1 (12.50%) Data Protection
4 1 (12.50%) Deep Learning
4 1 (12.50%) Network Monitoring
4 1 (12.50%) Predictive Modelling
4 1 (12.50%) Software Engineering
4 1 (12.50%) TDD
Programming Languages
1 7 (87.50%) Java
2 6 (75.00%) C#
2 6 (75.00%) C++
2 6 (75.00%) Python
2 6 (75.00%) SQL
3 1 (12.50%) Kotlin
3 1 (12.50%) Scala
System Software
1 6 (75.00%) Apache Flume
Systems Management
1 6 (75.00%) Hadoop YARN
1 6 (75.00%) Mesos