The table below looks at the statistics for Pattern Recognition skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Pattern Recognition over the 3 months to 24 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 May 2016
Same period 2015 Same period 2014
Pattern Recognition
Rank 910 916 991
Rank change year-on-year
+6 +75
Permanent jobs citing Pattern Recognition 22 31 13
As % of all permanent IT jobs located in the UK 0.022% 0.029% 0.011%
As % of the Processes & Methodologies category 0.025% 0.034% 0.013%
Number of salaries quoted 16 21 8
Median salary £54,500 £40,000 £65,000
Median salary % change year-on-year
+36.25% -38.46%
UK excluding London median salary £48,500 £40,000 £42,099
% change year-on-year
+21.25% -4.98%

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

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
86605 92119 101627
As % of all permanent IT jobs located in the UK 87.86% 86.39% 85.34%
Number of salaries quoted 72063 74807 82623
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £31,500 £31,000
10% offered a salary of more than £75,000 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Pattern Recognition
Jobs Demand Trend

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

Pattern Recognition Jobs Demand Trend in the UK

Pattern Recognition
Salary Trend

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

Pattern Recognition Salary Trend in the UK

Pattern Recognition
Salary Histogram

This chart provides a salary histogram for IT jobs citing Pattern Recognition over the 3 months to 24 May 2016 within the UK.

Pattern Recognition Salary Histogram in the UK

Pattern Recognition
Top 10 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Pattern Recognition within the UK over the 3 months to 24 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
England +35 22 £54,500 +36.25% 6
London +35 20 £56,500 +10.24% 2
City of London +49 5 - -
Surbiton +6 2 £40,000 +14.28%
Kingston Upon Thames +3 2 £40,000 +14.28%
South East +22 1 £48,500 +21.25%
South West +1 1 - -
Bristol -2 1 - -
Reading - 1 £48,500 -
Berkshire - 1 £48,500 -

Pattern Recognition
Top 30 Related IT Skills

For the 6 months to 24 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 with a requirement for Pattern Recognition.

1 36 (57.14%) Computer Science
2 32 (50.79%) Algorithms
3 31 (49.21%) Machine Learning
4 29 (46.03%) Degree
5 28 (44.44%) SQL
5 28 (44.44%) PhD
6 25 (39.68%) Mathematics
7 24 (38.10%) R
8 23 (36.51%) Software Engineering
9 22 (34.92%) Python
9 22 (34.92%) Finance
10 20 (31.75%) Oracle
10 20 (31.75%) Artificial Intelligence
10 20 (31.75%) Analytical Skills
11 18 (28.57%) Bayesian Methods
12 17 (26.98%) Analytics
12 17 (26.98%) Statistics
13 15 (23.81%) C++
13 15 (23.81%) SAS
13 15 (23.81%) SPSS
13 15 (23.81%) Big Data
14 14 (22.22%) JavaScript
15 13 (20.63%) Agile Software Development
16 12 (19.05%) Visualisation
16 12 (19.05%) C
16 12 (19.05%) Tableau
17 11 (17.46%) Video Content Analysis
17 11 (17.46%) Content Analysis
17 11 (17.46%) C#
17 11 (17.46%) Windows

Pattern Recognition
Top Related IT Skills 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 15 (23.81%) SAS
2 5 (7.94%) Apache
2 5 (7.94%) Apache Spark
Applications
1 15 (23.81%) SPSS
2 9 (14.29%) MS Excel
3 3 (4.76%) Weka
Cloud Services
1 6 (9.52%) Amazon AWS
2 1 (1.59%) Heroku
2 1 (1.59%) SaaS
Database & Business Intelligence
1 15 (23.81%) Big Data
2 10 (15.87%) Data Mining
2 10 (15.87%) Relational Database
3 9 (14.29%) SQL Server
4 6 (9.52%) MongoDB
5 5 (7.94%) Amazon Redshift
5 5 (7.94%) Apache Cassandra
5 5 (7.94%) BusinessObjects
5 5 (7.94%) GIS
5 5 (7.94%) Hadoop
5 5 (7.94%) HBase
6 4 (6.35%) MySQL
6 4 (6.35%) NoSQL
7 1 (1.59%) KDB
Development Applications
1 5 (7.94%) ERwin
2 2 (3.17%) Git (software)
3 1 (1.59%) Maven
3 1 (1.59%) RSpec
3 1 (1.59%) Selenium
General
1 22 (34.92%) Finance
2 8 (12.70%) Retail
3 7 (11.11%) Banking
4 6 (9.52%) Law
4 6 (9.52%) Publishing
5 2 (3.17%) Retail Banking
6 1 (1.59%) Electronics
6 1 (1.59%) Telecoms
Job Titles
1 15 (23.81%) Data Scientist
2 12 (19.05%) Developer
2 12 (19.05%) Software Engineer
3 11 (17.46%) C Software Engineer
3 11 (17.46%) C/C++ Software Engineer
3 11 (17.46%) C++ Software Engineer
3 11 (17.46%) Senior Data Scientist
4 10 (15.87%) C# Developer
5 8 (12.70%) Computer Engineer
5 8 (12.70%) Computer Scientist
5 8 (12.70%) Research Engineer
5 8 (12.70%) Research Scientist
6 7 (11.11%) .NET Developer
6 7 (11.11%) C# .NET Developer
7 6 (9.52%) Applications Engineer
7 6 (9.52%) Applications Support
7 6 (9.52%) Applications Support Engineer
7 6 (9.52%) Support Engineer
8 5 (7.94%) Data Manager
8 5 (7.94%) Information Manager
Libraries, Frameworks & Software Standards
1 10 (15.87%) .NET
1 10 (15.87%) WPF
2 8 (12.70%) CSS
2 8 (12.70%) HTML
3 6 (9.52%) Tapestry
3 6 (9.52%) XML
4 5 (7.94%) Google Maps API
5 4 (6.35%) Pandas
5 4 (6.35%) SciPy
6 3 (4.76%) Matplotlib
6 3 (4.76%) Natural Language Processing
6 3 (4.76%) NumPy
6 3 (4.76%) scikit-learn
7 1 (1.59%) AngularJS
7 1 (1.59%) CSS3
7 1 (1.59%) Esper
7 1 (1.59%) Haml
7 1 (1.59%) HTML5
7 1 (1.59%) Pyramid
7 1 (1.59%) Sass
Miscellaneous
1 36 (57.14%) Computer Science
2 32 (50.79%) Algorithms
3 25 (39.68%) Mathematics
4 20 (31.75%) Analytical Skills
4 20 (31.75%) Artificial Intelligence
5 17 (26.98%) Statistics
6 12 (19.05%) Visualisation
7 10 (15.87%) Physics
8 8 (12.70%) CUDA
9 6 (9.52%) Blog
9 6 (9.52%) LIMS
9 6 (9.52%) Management Information System
9 6 (9.52%) Neural Network
10 5 (7.94%) Economics
10 5 (7.94%) Freedom of Information
10 5 (7.94%) Mobile App
10 5 (7.94%) Replication
10 5 (7.94%) Smart Meter
11 3 (4.76%) Biology
11 3 (4.76%) Data Extraction
Operating Systems
1 11 (17.46%) Windows
2 10 (15.87%) Linux
Processes & Methodologies
1 31 (49.21%) Machine Learning
2 23 (36.51%) Software Engineering
3 18 (28.57%) Bayesian Methods
4 17 (26.98%) Analytics
5 13 (20.63%) Agile Software Development
6 11 (17.46%) Content Analysis
6 11 (17.46%) Video Content Analysis
7 9 (14.29%) Data Analysis
7 9 (14.29%) Data Analytics
8 8 (12.70%) Data Management
8 8 (12.70%) Trend Analysis
9 6 (9.52%) Data Modelling
9 6 (9.52%) Information Retrieval
9 6 (9.52%) Line Management
9 6 (9.52%) Logical Data Model
9 6 (9.52%) Logistics
9 6 (9.52%) Root Cause Analysis
9 6 (9.52%) Software Testing
10 5 (7.94%) Business Intelligence
10 5 (7.94%) OOP
Programming Languages
1 28 (44.44%) SQL
2 24 (38.10%) R
3 22 (34.92%) Python
4 15 (23.81%) C++
5 14 (22.22%) JavaScript
6 12 (19.05%) C
7 11 (17.46%) C#
8 8 (12.70%) Java
9 7 (11.11%) PL/SQL
10 5 (7.94%) MATLAB
11 3 (4.76%) Cython
11 3 (4.76%) Embedded C
11 3 (4.76%) VBA
12 1 (1.59%) COBOL
12 1 (1.59%) CoffeeScript
12 1 (1.59%) PHP
12 1 (1.59%) Ruby
12 1 (1.59%) Scala
Qualifications
1 29 (46.03%) Degree
2 28 (44.44%) PhD
3 5 (7.94%) CITP
Quality Assurance & Compliance
1 10 (15.87%) Data Quality
2 5 (7.94%) ISO 9001
2 5 (7.94%) TickIT
Vendors
1 20 (31.75%) Oracle
2 12 (19.05%) Tableau
3 10 (15.87%) Microsoft
4 8 (12.70%) Facebook
5 6 (9.52%) Google
6 5 (7.94%) IBM
6 5 (7.94%) Teradata
7 1 (1.59%) Twitter
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