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 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 912 932 976
Rank change year-on-year
+20 +44
Permanent jobs citing Pattern Recognition 19 33 11
As % of all permanent IT jobs located in the UK 0.019% 0.030% 0.010%
As % of the Processes & Methodologies category 0.022% 0.034% 0.011%
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%

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
86090 96214 98460
As % of all permanent IT jobs located in the UK 87.82% 87.25% 85.41%
Number of salaries quoted 71883 78657 79409
Median salary £50,000 £50,000 £48,036
Median salary % change year-on-year
- +4.08%
90% offered a salary of more than £32,500 £32,000 £31,000
10% offered a salary of more than £77,500 £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 July 2016 within the UK.

Pattern Recognition Salary Histogram in the UK

Pattern Recognition
Top 5 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 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
England +36 19 £60,000 +50.00% 7
London +47 18 £60,000 +11.62% 3
South East +25 1 £45,000 +12.50% 1
Oxford - 1 £45,000 -
Oxfordshire - 1 £45,000 -

Pattern Recognition
Top 30 Related IT Skills

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 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 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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