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 24 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Jul 2016
Same period 2015 Same period 2014
Pattern Recognition
Rank 877 913 949
Rank change year-on-year
+36 +36
Permanent jobs citing Pattern Recognition 19 32 11
As % of all permanent IT jobs located in England 0.021% 0.031% 0.010%
As % of the Processes & Methodologies category 0.024% 0.036% 0.012%
Number of salaries quoted 19 18 9
Median salary £60,000 £40,000 £50,000
Median salary % change year-on-year
+50.00% -20.00%
90% offered a salary of more than £37,500 £40,000 £32,500
10% offered a salary of more than £90,000 £60,000 £55,000
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
80636 89671 92054
As % of all permanent IT jobs located in England 87.85% 87.13% 85.43%
Number of salaries quoted 68192 74166 74883
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £74,000 £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 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 24 July 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 24 July 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 +47 18 £60,000 +11.62% 3
South East +25 1 £45,000 +12.50% 1
Pattern Recognition
UK

Pattern Recognition
Top 30 Related IT Skills in England

For the 6 months to 24 July 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 35 (63.64%) SQL
2 32 (58.18%) Mathematics
2 32 (58.18%) Machine Learning
3 31 (56.36%) Algorithms
4 30 (54.55%) Computer Science
4 30 (54.55%) Python
5 29 (52.73%) PhD
6 25 (45.45%) R
7 24 (43.64%) Analytical Skills
8 21 (38.18%) Big Data
8 21 (38.18%) Statistics
8 21 (38.18%) Degree
9 20 (36.36%) Finance
10 19 (34.55%) SAS
10 19 (34.55%) Bayesian Methods
11 18 (32.73%) Analytics
11 18 (32.73%) Oracle
11 18 (32.73%) SPSS
11 18 (32.73%) Visualisation
12 17 (30.91%) Artificial Intelligence
13 16 (29.09%) Software Engineering
14 11 (20.00%) Trend Analysis
14 11 (20.00%) Tableau
14 11 (20.00%) Relational Database
15 10 (18.18%) Physics
15 10 (18.18%) Publishing
15 10 (18.18%) JavaScript
16 9 (16.36%) SQL Server
16 9 (16.36%) Data Management
17 8 (14.55%) Retail

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 19 (34.55%) SAS
2 5 (9.09%) Apache
2 5 (9.09%) Apache Spark
Applications
1 18 (32.73%) SPSS
2 7 (12.73%) MS Excel
3 4 (7.27%) Weka
Cloud Services
1 3 (5.45%) Amazon AWS
Database & Business Intelligence
1 21 (38.18%) Big Data
2 11 (20.00%) Relational Database
3 9 (16.36%) SQL Server
4 8 (14.55%) Data Mining
5 6 (10.91%) MongoDB
6 5 (9.09%) Apache Cassandra
6 5 (9.09%) Hadoop
6 5 (9.09%) HBase
7 4 (7.27%) BusinessObjects
7 4 (7.27%) MySQL
7 4 (7.27%) NoSQL
8 3 (5.45%) Amazon Redshift
8 3 (5.45%) GIS
9 1 (1.82%) KDB
Development Applications
1 4 (7.27%) ERwin
2 1 (1.82%) Git (software)
2 1 (1.82%) Maven
2 1 (1.82%) Subversion
General
1 20 (36.36%) Finance
2 10 (18.18%) Publishing
3 8 (14.55%) Retail
4 7 (12.73%) Banking
5 4 (7.27%) Law
6 2 (3.64%) Retail Banking
7 1 (1.82%) Electronics
7 1 (1.82%) Telecoms
Job Titles
1 23 (41.82%) Data Scientist
2 10 (18.18%) Senior Data Scientist
3 7 (12.73%) C# Developer
3 7 (12.73%) Developer
4 6 (10.91%) .NET Developer
4 6 (10.91%) C# .NET Developer
4 6 (10.91%) Data Engineer
4 6 (10.91%) Machine Learning Scientist
5 5 (9.09%) Data Manager
5 5 (9.09%) Software Engineer
6 4 (7.27%) Applications Engineer
6 4 (7.27%) Applications Support
6 4 (7.27%) Applications Support Engineer
6 4 (7.27%) C Software Engineer
6 4 (7.27%) C++ Software Engineer
6 4 (7.27%) Information Manager
6 4 (7.27%) Support Engineer
6 4 (7.27%) Technical Engineer
6 4 (7.27%) Technical Support
6 4 (7.27%) Technical Support Engineer
Libraries, Frameworks & Software Standards
1 8 (14.55%) .NET
1 8 (14.55%) Natural Language Processing
2 7 (12.73%) WPF
3 5 (9.09%) HTML
3 5 (9.09%) Pandas
3 5 (9.09%) SciPy
4 4 (7.27%) CSS
4 4 (7.27%) Matplotlib
4 4 (7.27%) NumPy
4 4 (7.27%) scikit-learn
4 4 (7.27%) Tapestry
4 4 (7.27%) XML
5 3 (5.45%) Google Maps API
6 1 (1.82%) AngularJS
6 1 (1.82%) Esper
6 1 (1.82%) Pyramid
Miscellaneous
1 32 (58.18%) Mathematics
2 31 (56.36%) Algorithms
3 30 (54.55%) Computer Science
4 24 (43.64%) Analytical Skills
5 21 (38.18%) Statistics
6 18 (32.73%) Visualisation
7 17 (30.91%) Artificial Intelligence
8 10 (18.18%) Physics
9 6 (10.91%) Neural Network
10 5 (9.09%) Biology
10 5 (9.09%) Data Extraction
10 5 (9.09%) Economics
10 5 (9.09%) Management Information System
11 4 (7.27%) Freedom of Information
11 4 (7.27%) LIMS
11 4 (7.27%) Mobile App
11 4 (7.27%) Replication
11 4 (7.27%) Smart Meter
12 3 (5.45%) Blog
13 1 (1.82%) Hedge funds
Operating Systems
1 4 (7.27%) Windows
2 2 (3.64%) Linux
Processes & Methodologies
1 32 (58.18%) Machine Learning
2 19 (34.55%) Bayesian Methods
3 18 (32.73%) Analytics
4 16 (29.09%) Software Engineering
5 11 (20.00%) Trend Analysis
6 9 (16.36%) Data Management
7 8 (14.55%) Agile Software Development
7 8 (14.55%) Data Analysis
7 8 (14.55%) Data Analytics
8 7 (12.73%) Predictive Modelling
9 6 (10.91%) Actionable Insight
9 6 (10.91%) Operations Research
10 5 (9.09%) Business Intelligence
10 5 (9.09%) Data Engineering
10 5 (9.09%) Digital Analytics
10 5 (9.09%) Information Retrieval
10 5 (9.09%) MapReduce
10 5 (9.09%) OO
10 5 (9.09%) Prototyping
10 5 (9.09%) Rapid Prototyping
Programming Languages
1 35 (63.64%) SQL
2 30 (54.55%) Python
3 25 (45.45%) R
4 10 (18.18%) JavaScript
5 8 (14.55%) C#
5 8 (14.55%) MATLAB
6 7 (12.73%) C++
7 5 (9.09%) C
7 5 (9.09%) Java
7 5 (9.09%) PL/SQL
8 4 (7.27%) Cython
9 3 (5.45%) Embedded C
9 3 (5.45%) VBA
10 1 (1.82%) ActionScript
Qualifications
1 29 (52.73%) PhD
2 21 (38.18%) Degree
3 4 (7.27%) CITP
Quality Assurance & Compliance
1 7 (12.73%) Data Quality
2 4 (7.27%) ISO 9001
2 4 (7.27%) TickIT
Vendors
1 18 (32.73%) Oracle
2 11 (20.00%) Tableau
3 7 (12.73%) Microsoft
4 5 (9.09%) Facebook
4 5 (9.09%) Google
4 5 (9.09%) IBM
4 5 (9.09%) Teradata
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