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 25 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Pattern Recognition
Rank 894 940 957
Rank change year-on-year
+46 +17
Permanent jobs citing Pattern Recognition 17 24 17
As % of all permanent IT jobs located in the UK 0.018% 0.022% 0.015%
As % of the Processes & Methodologies category 0.020% 0.025% 0.017%
Number of salaries quoted 17 16 12
Median salary £37,500 £45,000 £47,500
Median salary % change year-on-year
-16.66% -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%

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
83254 95993 97338
As % of all permanent IT jobs located in the UK 88.26% 87.51% 85.29%
Number of salaries quoted 69343 79334 77826
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 £32,500 £30,500
10% offered a salary of more than £77,500 £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

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 25 September 2016 within the UK.

Pattern Recognition Salary Histogram in the UK

Pattern Recognition
Top 7 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 25 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
England +48 17 £37,500 -16.66% 2
London +55 16 £37,500 -37.50% 1
Chessington - 2 £37,000 -
City of London +64 1 £130,000 +188.88% 1
South East +41 1 £45,000 +1.69%
Oxford - 1 £45,000 -
Oxfordshire - 1 £45,000 -

Pattern Recognition
Top 30 Related IT Skills

For the 6 months to 25 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 with a requirement for Pattern Recognition.

1 29 (78.38%) Python
1 29 (78.38%) Machine Learning
2 27 (72.97%) SQL
3 23 (62.16%) PhD
3 23 (62.16%) Mathematics
4 20 (54.05%) Algorithms
4 20 (54.05%) R
5 19 (51.35%) Computer Science
5 19 (51.35%) Visualisation
6 18 (48.65%) Analytics
7 17 (45.95%) SAS
8 15 (40.54%) Analytical Skills
9 14 (37.84%) Big Data
9 14 (37.84%) Statistics
10 13 (35.14%) SPSS
11 11 (29.73%) Artificial Intelligence
11 11 (29.73%) Bayesian Methods
12 10 (27.03%) Degree
13 9 (24.32%) Trend Analysis
13 9 (24.32%) Relational Database
13 9 (24.32%) Finance
14 8 (21.62%) Natural Language Processing
15 7 (18.92%) Tableau
15 7 (18.92%) Data Analysis
15 7 (18.92%) MATLAB
15 7 (18.92%) Oracle
15 7 (18.92%) SQL Server
16 6 (16.22%) Data Mining
16 6 (16.22%) Operations Research
16 6 (16.22%) Publishing

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 17 (45.95%) SAS
2 4 (10.81%) Apache
2 4 (10.81%) Apache Spark
Applications
1 13 (35.14%) SPSS
2 3 (8.11%) Weka
3 2 (5.41%) MS Excel
Cloud Services
1 2 (5.41%) Cloud Computing
1 2 (5.41%) Microsoft Azure
2 1 (2.70%) Amazon AWS
Database & Business Intelligence
1 14 (37.84%) Big Data
2 9 (24.32%) Relational Database
3 7 (18.92%) SQL Server
4 6 (16.22%) Data Mining
5 5 (13.51%) MongoDB
6 4 (10.81%) Apache Cassandra
6 4 (10.81%) Hadoop
6 4 (10.81%) HBase
7 3 (8.11%) MySQL
7 3 (8.11%) NoSQL
8 1 (2.70%) Amazon Redshift
8 1 (2.70%) GIS
8 1 (2.70%) KDB
8 1 (2.70%) PostgreSQL
Development Applications
1 1 (2.70%) Git (software)
1 1 (2.70%) Subversion
General
1 9 (24.32%) Finance
2 6 (16.22%) Publishing
3 4 (10.81%) Banking
3 4 (10.81%) Retail
4 1 (2.70%) Financial Institution
Job Titles
1 22 (59.46%) Data Scientist
2 6 (16.22%) Data Engineer
2 6 (16.22%) Machine Learning Scientist
2 6 (16.22%) Senior Data Scientist
3 4 (10.81%) Data Manager
4 3 (8.11%) Software Engineer
5 2 (5.41%) .NET Developer
5 2 (5.41%) Architect
5 2 (5.41%) C Software Engineer
5 2 (5.41%) C# .NET Developer
5 2 (5.41%) C# Developer
5 2 (5.41%) C/C++ Software Engineer
5 2 (5.41%) C++ Software Engineer
5 2 (5.41%) Developer
5 2 (5.41%) Image Processing Software Engineer
5 2 (5.41%) Quantitative Researcher
5 2 (5.41%) Real Time Engineer
5 2 (5.41%) Real Time Software Engineer
6 1 (2.70%) Head of Analysis
6 1 (2.70%) Machine Learning Specialist
Libraries, Frameworks & Software Standards
1 8 (21.62%) Natural Language Processing
2 3 (8.11%) .NET
2 3 (8.11%) Matplotlib
2 3 (8.11%) NumPy
2 3 (8.11%) Pandas
2 3 (8.11%) scikit-learn
2 3 (8.11%) SciPy
3 2 (5.41%) WPF
4 1 (2.70%) Google Maps API
4 1 (2.70%) HTML
Miscellaneous
1 23 (62.16%) Mathematics
2 20 (54.05%) Algorithms
3 19 (51.35%) Computer Science
3 19 (51.35%) Visualisation
4 15 (40.54%) Analytical Skills
5 14 (37.84%) Statistics
6 11 (29.73%) Artificial Intelligence
7 4 (10.81%) Neural Network
7 4 (10.81%) Physics
8 3 (8.11%) Management Information System
9 2 (5.41%) Biology
9 2 (5.41%) Data Extraction
9 2 (5.41%) Fintech
10 1 (2.70%) Applied Mathematics
10 1 (2.70%) Blog
10 1 (2.70%) Economics
Operating Systems
1 2 (5.41%) Linux
1 2 (5.41%) Windows
Processes & Methodologies
1 29 (78.38%) Machine Learning
2 18 (48.65%) Analytics
3 11 (29.73%) Bayesian Methods
4 9 (24.32%) Trend Analysis
5 7 (18.92%) Data Analysis
6 6 (16.22%) Actionable Insight
6 6 (16.22%) Operations Research
6 6 (16.22%) Predictive Modelling
7 5 (13.51%) Data Analytics
7 5 (13.51%) Quantitative Analysis
7 5 (13.51%) Software Engineering
8 4 (10.81%) Agile Software Development
8 4 (10.81%) Business Intelligence
8 4 (10.81%) Data Engineering
8 4 (10.81%) Digital Analytics
8 4 (10.81%) MapReduce
8 4 (10.81%) Prototyping
8 4 (10.81%) Rapid Prototyping
9 3 (8.11%) Data Visualisation
9 3 (8.11%) Image Processing
Programming Languages
1 29 (78.38%) Python
2 27 (72.97%) SQL
3 20 (54.05%) R
4 7 (18.92%) MATLAB
5 5 (13.51%) C++
5 5 (13.51%) JavaScript
6 4 (10.81%) C
7 3 (8.11%) C#
7 3 (8.11%) Cython
8 2 (5.41%) Embedded C
9 1 (2.70%) ActionScript
9 1 (2.70%) PL/SQL
Qualifications
1 23 (62.16%) PhD
2 10 (27.03%) Degree
Vendors
1 7 (18.92%) Oracle
1 7 (18.92%) Tableau
2 4 (10.81%) IBM
2 4 (10.81%) Teradata
3 3 (8.11%) Facebook
3 3 (8.11%) Google
4 2 (5.41%) Microsoft
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