The table below looks at the statistics for Pattern Recognition skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Pattern Recognition over the 3 months to 28 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Pattern Recognition
Rank 864 907 941
Rank change year-on-year
+43 +34
Permanent jobs citing Pattern Recognition 18 24 17
As % of all permanent IT jobs located in England 0.020% 0.023% 0.016%
As % of the Processes & Methodologies category 0.023% 0.027% 0.019%
Number of salaries quoted 18 16 12
Median salary £42,500 £45,000 £47,500
Median salary % change year-on-year
-5.55% -5.26%
90% offered a salary of more than £35,000 £40,000 £16,227
10% offered a salary of more than £90,000 £69,500 £57,250
UK excluding London median salary £45,000 £40,000 £45,000
% change year-on-year
+12.50% -11.11%
Pattern Recognition
UK

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
79090 89400 90102
As % of all permanent IT jobs located in England 88.28% 87.41% 85.37%
Number of salaries quoted 66332 74640 72734
Median salary £50,000 £50,000 £48,500
Median salary % change year-on-year
- +3.09%
90% offered a salary of more than £32,500 £32,500 £30,500
10% offered a salary of more than £80,000 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Pattern Recognition
Jobs Demand Trend in England

The demand trend of job ads across the England 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 England

Pattern Recognition
Salary Trend in England

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

Pattern Recognition Salary Trend in England

Pattern Recognition
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Pattern Recognition across the England region over the 3 months to 28 September 2016.

Pattern Recognition Salary Histogram in England

Pattern Recognition
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Pattern Recognition within the England region over the 3 months to 28 September 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
London +66 17 £40,000 -33.33%
South East +37 1 £45,000 +1.69%
Pattern Recognition
UK

Pattern Recognition
Top 30 Related IT Skills in England

For the 6 months to 28 September 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 England region with a requirement for Pattern Recognition.

1 28 (73.68%) Python
1 28 (73.68%) Machine Learning
2 26 (68.42%) SQL
3 23 (60.53%) PhD
3 23 (60.53%) Mathematics
4 19 (50.00%) Algorithms
4 19 (50.00%) R
5 18 (47.37%) Computer Science
5 18 (47.37%) Visualisation
5 18 (47.37%) Analytics
6 16 (42.11%) SAS
7 15 (39.47%) Analytical Skills
8 14 (36.84%) Statistics
9 13 (34.21%) SPSS
9 13 (34.21%) Big Data
10 11 (28.95%) Bayesian Methods
11 10 (26.32%) Degree
11 10 (26.32%) Artificial Intelligence
12 9 (23.68%) Finance
12 9 (23.68%) Trend Analysis
13 8 (21.05%) Natural Language Processing
13 8 (21.05%) Relational Database
14 7 (18.42%) Data Analysis
14 7 (18.42%) MATLAB
15 6 (15.79%) Oracle
15 6 (15.79%) SQL Server
15 6 (15.79%) Operations Research
15 6 (15.79%) Publishing
15 6 (15.79%) Data Mining
15 6 (15.79%) Tableau

Pattern Recognition
Top Related IT Skills in England 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 16 (42.11%) SAS
2 3 (7.89%) Apache
2 3 (7.89%) Apache Spark
Applications
1 13 (34.21%) SPSS
2 3 (7.89%) MS Excel
2 3 (7.89%) Weka
Cloud Services
1 4 (10.53%) Cloud Computing
1 4 (10.53%) Microsoft Azure
2 1 (2.63%) Amazon AWS
Database & Business Intelligence
1 13 (34.21%) Big Data
2 8 (21.05%) Relational Database
3 6 (15.79%) Data Mining
3 6 (15.79%) SQL Server
4 4 (10.53%) MongoDB
5 3 (7.89%) Apache Cassandra
5 3 (7.89%) Hadoop
5 3 (7.89%) HBase
5 3 (7.89%) MySQL
5 3 (7.89%) NoSQL
6 1 (2.63%) Amazon Redshift
6 1 (2.63%) GIS
6 1 (2.63%) KDB
6 1 (2.63%) PostgreSQL
Development Applications
1 1 (2.63%) Git (software)
1 1 (2.63%) Subversion
General
1 9 (23.68%) Finance
2 6 (15.79%) Publishing
3 3 (7.89%) Banking
3 3 (7.89%) Retail
4 1 (2.63%) Financial Institution
4 1 (2.63%) Marketing
Job Titles
1 22 (57.89%) Data Scientist
2 6 (15.79%) Data Engineer
2 6 (15.79%) Machine Learning Scientist
2 6 (15.79%) Senior Data Scientist
3 4 (10.53%) Architect
4 3 (7.89%) Data Manager
4 3 (7.89%) Software Engineer
5 2 (5.26%) .NET Developer
5 2 (5.26%) C Software Engineer
5 2 (5.26%) C# .NET Developer
5 2 (5.26%) C# Developer
5 2 (5.26%) C/C++ Software Engineer
5 2 (5.26%) C++ Software Engineer
5 2 (5.26%) Developer
5 2 (5.26%) Image Processing Software Engineer
5 2 (5.26%) Quantitative Researcher
5 2 (5.26%) Real Time Engineer
5 2 (5.26%) Real Time Software Engineer
5 2 (5.26%) Solutions Architect
6 1 (2.63%) Information Architect
Libraries, Frameworks & Software Standards
1 8 (21.05%) Natural Language Processing
2 3 (7.89%) .NET
2 3 (7.89%) Matplotlib
2 3 (7.89%) NumPy
2 3 (7.89%) Pandas
2 3 (7.89%) scikit-learn
2 3 (7.89%) SciPy
3 2 (5.26%) WPF
4 1 (2.63%) Google Maps API
4 1 (2.63%) HTML
Miscellaneous
1 23 (60.53%) Mathematics
2 19 (50.00%) Algorithms
3 18 (47.37%) Computer Science
3 18 (47.37%) Visualisation
4 15 (39.47%) Analytical Skills
5 14 (36.84%) Statistics
6 10 (26.32%) Artificial Intelligence
7 4 (10.53%) Management Information System
7 4 (10.53%) Physics
8 3 (7.89%) Neural Network
9 2 (5.26%) Biology
9 2 (5.26%) Data Extraction
9 2 (5.26%) Fintech
10 1 (2.63%) Applied Mathematics
10 1 (2.63%) Blog
10 1 (2.63%) Economics
Operating Systems
1 2 (5.26%) Linux
1 2 (5.26%) Windows
Processes & Methodologies
1 28 (73.68%) Machine Learning
2 18 (47.37%) Analytics
3 11 (28.95%) Bayesian Methods
4 9 (23.68%) Trend Analysis
5 7 (18.42%) Data Analysis
6 6 (15.79%) Actionable Insight
6 6 (15.79%) Operations Research
6 6 (15.79%) Predictive Modelling
7 5 (13.16%) Quantitative Analysis
7 5 (13.16%) Software Engineering
8 4 (10.53%) Data Analytics
8 4 (10.53%) DoDAF
8 4 (10.53%) MODAF
8 4 (10.53%) SOA
8 4 (10.53%) TOGAF
8 4 (10.53%) Zachman Framework
9 3 (7.89%) Data Visualisation
9 3 (7.89%) Image Processing
9 3 (7.89%) Information Architecture
9 3 (7.89%) Rapid Prototyping
Programming Languages
1 28 (73.68%) Python
2 26 (68.42%) SQL
3 19 (50.00%) R
4 7 (18.42%) MATLAB
5 5 (13.16%) C++
6 4 (10.53%) C
6 4 (10.53%) JavaScript
7 3 (7.89%) C#
7 3 (7.89%) Cython
8 2 (5.26%) Embedded C
9 1 (2.63%) ActionScript
9 1 (2.63%) PL/SQL
Qualifications
1 23 (60.53%) PhD
2 10 (26.32%) Degree
Vendors
1 6 (15.79%) Oracle
1 6 (15.79%) Tableau
2 3 (7.89%) Facebook
2 3 (7.89%) Google
2 3 (7.89%) IBM
2 3 (7.89%) Microsoft
2 3 (7.89%) Teradata