The table below looks at the statistics for Pattern Recognition skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Pattern Recognition over the 3 months to 26 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 May 2016
Same period 2015 Same period 2014
Pattern Recognition
Rank 623 652 674
Rank change year-on-year
+29 +22
Permanent jobs citing Pattern Recognition 20 15 11
As % of all permanent IT jobs located in London 0.049% 0.034% 0.023%
As % of the Processes & Methodologies category 0.055% 0.039% 0.026%
Number of salaries quoted 15 11 6
Median salary £56,500 £51,250 £65,000
Median salary % change year-on-year
+10.24% -21.15%
UK excluding London median salary - £40,000 £32,500
% change year-on-year
- +23.07%
Pattern Recognition
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the London region.

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
36144 38051 42328
As % of all permanent IT jobs located in London 89.44% 87.43% 86.85%
Number of salaries quoted 31189 31849 35125
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £37,500 £37,000
10% offered a salary of more than £85,000 £80,000 £80,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Pattern Recognition
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Pattern Recognition as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Pattern Recognition Jobs Demand Trend 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 across the London region.

Pattern Recognition Salary Trend in London

Pattern Recognition
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Pattern Recognition across the London region over the 3 months to 26 May 2016.

Pattern Recognition Salary Histogram 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 3 months to 26 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +70 5 - - 1
Kingston Upon Thames +8 2 £40,000 +14.28%
Surbiton +4 2 £40,000 +14.28%
Pattern Recognition
England

Pattern Recognition
Top 30 Related IT Skills in London

For the 6 months to 26 May 2016, 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 32 (65.31%) Algorithms
2 29 (59.18%) Machine Learning
3 28 (57.14%) Computer Science
4 26 (53.06%) PhD
5 23 (46.94%) Mathematics
6 22 (44.90%) SQL
6 22 (44.90%) R
7 21 (42.86%) Python
7 21 (42.86%) Degree
8 20 (40.82%) Artificial Intelligence
9 18 (36.73%) Bayesian Methods
10 16 (32.65%) Software Engineering
10 16 (32.65%) Statistics
10 16 (32.65%) Finance
11 14 (28.57%) SAS
12 13 (26.53%) C++
12 13 (26.53%) Analytical Skills
13 12 (24.49%) Analytics
13 12 (24.49%) Tableau
13 12 (24.49%) Agile Software Development
14 11 (22.45%) C
14 11 (22.45%) Windows
14 11 (22.45%) Video Content Analysis
14 11 (22.45%) Big Data
14 11 (22.45%) Content Analysis
14 11 (22.45%) Visualisation
15 10 (20.41%) WPF
15 10 (20.41%) Relational Database
15 10 (20.41%) .NET
15 10 (20.41%) C#

Pattern Recognition
Top Related 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 14 (28.57%) SAS
2 5 (10.20%) Apache
2 5 (10.20%) Apache Spark
Applications
1 9 (18.37%) SPSS
2 3 (6.12%) Weka
3 2 (4.08%) MS Excel
Cloud Services
1 5 (10.20%) Amazon AWS
2 1 (2.04%) Heroku
Database & Business Intelligence
1 11 (22.45%) Big Data
2 10 (20.41%) Relational Database
3 9 (18.37%) SQL Server
4 8 (16.33%) Data Mining
5 5 (10.20%) Amazon Redshift
5 5 (10.20%) Apache Cassandra
5 5 (10.20%) GIS
5 5 (10.20%) Hadoop
5 5 (10.20%) HBase
5 5 (10.20%) MongoDB
6 3 (6.12%) MySQL
6 3 (6.12%) NoSQL
Development Applications
1 1 (2.04%) Git (software)
1 1 (2.04%) RSpec
1 1 (2.04%) Selenium
General
1 16 (32.65%) Finance
2 7 (14.29%) Retail
3 6 (12.24%) Banking
4 1 (2.04%) Publishing
4 1 (2.04%) Retail Banking
Job Titles
1 16 (32.65%) Data Scientist
2 12 (24.49%) Senior Data Scientist
2 12 (24.49%) Software Engineer
3 11 (22.45%) C Software Engineer
3 11 (22.45%) C/C++ Software Engineer
3 11 (22.45%) C++ Software Engineer
3 11 (22.45%) Developer
4 10 (20.41%) C# Developer
5 8 (16.33%) Computer Engineer
5 8 (16.33%) Computer Scientist
5 8 (16.33%) Research Engineer
5 8 (16.33%) Research Scientist
6 7 (14.29%) .NET Developer
6 7 (14.29%) C# .NET Developer
7 5 (10.20%) Data Manager
8 3 (6.12%) Analyst
8 3 (6.12%) Image Processing Software Engineer
8 3 (6.12%) Real Time Engineer
8 3 (6.12%) Real Time Software Engineer
8 3 (6.12%) WPF Developer
Libraries, Frameworks & Software Standards
1 10 (20.41%) .NET
1 10 (20.41%) WPF
2 5 (10.20%) Google Maps API
3 3 (6.12%) Matplotlib
3 3 (6.12%) NumPy
3 3 (6.12%) Pandas
3 3 (6.12%) scikit-learn
3 3 (6.12%) SciPy
4 2 (4.08%) Natural Language Processing
5 1 (2.04%) CSS
5 1 (2.04%) CSS3
5 1 (2.04%) Haml
5 1 (2.04%) HTML
5 1 (2.04%) HTML5
5 1 (2.04%) Sass
Miscellaneous
1 32 (65.31%) Algorithms
2 28 (57.14%) Computer Science
3 23 (46.94%) Mathematics
4 20 (40.82%) Artificial Intelligence
5 16 (32.65%) Statistics
6 13 (26.53%) Analytical Skills
7 11 (22.45%) Visualisation
8 9 (18.37%) Physics
9 8 (16.33%) CUDA
10 6 (12.24%) Blog
11 5 (10.20%) Neural Network
12 4 (8.16%) Economics
13 3 (6.12%) Biology
13 3 (6.12%) Data Extraction
14 1 (2.04%) Augmented Reality
14 1 (2.04%) Management Information System
14 1 (2.04%) Social Media
Operating Systems
1 11 (22.45%) Windows
2 8 (16.33%) Linux
Processes & Methodologies
1 29 (59.18%) Machine Learning
2 18 (36.73%) Bayesian Methods
3 16 (32.65%) Software Engineering
4 12 (24.49%) Agile Software Development
4 12 (24.49%) Analytics
5 11 (22.45%) Content Analysis
5 11 (22.45%) Video Content Analysis
6 9 (18.37%) Data Analytics
6 9 (18.37%) Trend Analysis
7 7 (14.29%) Data Analysis
8 5 (10.20%) Business Intelligence
8 5 (10.20%) Data Engineering
8 5 (10.20%) Digital Analytics
8 5 (10.20%) MapReduce
8 5 (10.20%) Rapid Prototyping
9 4 (8.16%) OOP
10 3 (6.12%) Benchmarking
10 3 (6.12%) Data Management
10 3 (6.12%) Multivariate Analysis
10 3 (6.12%) OO
Programming Languages
1 22 (44.90%) R
1 22 (44.90%) SQL
2 21 (42.86%) Python
3 13 (26.53%) C++
4 11 (22.45%) C
5 10 (20.41%) C#
6 6 (12.24%) JavaScript
7 4 (8.16%) MATLAB
8 3 (6.12%) Cython
8 3 (6.12%) Embedded C
9 2 (4.08%) VBA
10 1 (2.04%) CoffeeScript
10 1 (2.04%) PL/SQL
10 1 (2.04%) Ruby
Qualifications
1 26 (53.06%) PhD
2 21 (42.86%) Degree
Quality Assurance & Compliance
1 3 (6.12%) Data Quality
Vendors
1 12 (24.49%) Tableau
2 8 (16.33%) Oracle
3 7 (14.29%) Facebook
4 6 (12.24%) Google
5 5 (10.20%) IBM
5 5 (10.20%) Teradata
6 3 (6.12%) Microsoft
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