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

3 months to
2 Dec 2016
Same period 2015 Same period 2014
Pattern Recognition
Rank 865 939 962
Rank change year-on-year
+74 +23
Permanent jobs citing Pattern Recognition 13 29 19
As % of all permanent IT jobs located in the UK 0.014% 0.027% 0.016%
As % of the Processes & Methodologies category 0.016% 0.031% 0.019%
Number of salaries quoted 13 19 14
Median salary £57,500 £57,500 £40,000
Median salary % change year-on-year
- +43.75%
UK excluding London median salary - £55,000 £40,000
% change year-on-year
- +37.50%

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
80212 94769 98685
As % of all permanent IT jobs located in the UK 88.12% 87.47% 85.65%
Number of salaries quoted 66110 78292 81104
Median salary £50,000 £50,000 £48,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £32,500 £32,500 £31,000
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 2 December 2016 within the UK.

Pattern Recognition Salary Histogram in the UK

Pattern Recognition
Top 4 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 2 December 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 +74 13 £57,500 - 1
London +67 13 £57,500 -
Chessington -11 2 £37,000 -26.00%
City of London - 2 £95,000 -

Pattern Recognition
Top 30 Related IT Skills

For the 6 months to 2 December 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 18 (58.06%) PhD
1 18 (58.06%) Machine Learning
2 17 (54.84%) Python
3 16 (51.61%) SQL
3 16 (51.61%) Mathematics
3 16 (51.61%) Analytics
4 14 (45.16%) R
5 13 (41.94%) Analytical Skills
5 13 (41.94%) Computer Science
5 13 (41.94%) SAS
5 13 (41.94%) SPSS
6 12 (38.71%) Algorithms
6 12 (38.71%) Visualisation
7 9 (29.03%) Degree
8 8 (25.81%) Statistics
9 7 (22.58%) Predictive Modelling
10 6 (19.35%) Bayesian Methods
10 6 (19.35%) Big Data
10 6 (19.35%) Software Engineering
10 6 (19.35%) C++
10 6 (19.35%) C
11 5 (16.13%) SOA
11 5 (16.13%) Finance
11 5 (16.13%) Publishing
11 5 (16.13%) Zachman Framework
11 5 (16.13%) TOGAF
11 5 (16.13%) Operations Research
11 5 (16.13%) DoDAF
11 5 (16.13%) MODAF
11 5 (16.13%) Actionable Insight

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 13 (41.94%) SAS
Applications
1 13 (41.94%) SPSS
2 3 (9.68%) MS Excel
3 1 (3.23%) Weka
Cloud Services
1 5 (16.13%) Cloud Computing
1 5 (16.13%) Microsoft Azure
Database & Business Intelligence
1 6 (19.35%) Big Data
2 2 (6.45%) Data Mining
2 2 (6.45%) Relational Database
3 1 (3.23%) KDB
3 1 (3.23%) MongoDB
3 1 (3.23%) MySQL
3 1 (3.23%) NoSQL
3 1 (3.23%) PostgreSQL
3 1 (3.23%) SQL Server
Development Applications
1 1 (3.23%) Git (software)
1 1 (3.23%) Subversion
General
1 5 (16.13%) Finance
1 5 (16.13%) Publishing
2 3 (9.68%) Banking
3 2 (6.45%) Investment Banking
4 1 (3.23%) Financial Institution
4 1 (3.23%) Marketing
Job Titles
1 15 (48.39%) Data Scientist
2 6 (19.35%) Machine Learning Scientist
3 5 (16.13%) Architect
3 5 (16.13%) Data Engineer
3 5 (16.13%) Software Engineer
4 4 (12.90%) C Software Engineer
4 4 (12.90%) C/C++ Software Engineer
4 4 (12.90%) C++ Software Engineer
4 4 (12.90%) Image Processing Software Engineer
4 4 (12.90%) Real Time Engineer
4 4 (12.90%) Real Time Software Engineer
5 2 (6.45%) Solutions Architect
6 1 (3.23%) .NET Developer
6 1 (3.23%) Analyst
6 1 (3.23%) C# Developer
6 1 (3.23%) Data Analyst
6 1 (3.23%) Developer
6 1 (3.23%) Information Architect
6 1 (3.23%) SAS Analyst
6 1 (3.23%) Technical Architect
Libraries, Frameworks & Software Standards
1 5 (16.13%) Natural Language Processing
2 2 (6.45%) .NET
3 1 (3.23%) Matplotlib
3 1 (3.23%) NumPy
3 1 (3.23%) Pandas
3 1 (3.23%) scikit-learn
3 1 (3.23%) SciPy
3 1 (3.23%) WPF
Miscellaneous
1 16 (51.61%) Mathematics
2 13 (41.94%) Analytical Skills
2 13 (41.94%) Computer Science
3 12 (38.71%) Algorithms
3 12 (38.71%) Visualisation
4 8 (25.81%) Statistics
5 3 (9.68%) Artificial Intelligence
5 3 (9.68%) Management Information System
6 2 (6.45%) Fintech
7 1 (3.23%) Applied Mathematics
7 1 (3.23%) Biology
7 1 (3.23%) Data Extraction
7 1 (3.23%) Physics
Operating Systems
1 4 (12.90%) Linux
1 4 (12.90%) Windows
Processes & Methodologies
1 18 (58.06%) Machine Learning
2 16 (51.61%) Analytics
3 7 (22.58%) Predictive Modelling
4 6 (19.35%) Bayesian Methods
4 6 (19.35%) Software Engineering
5 5 (16.13%) Actionable Insight
5 5 (16.13%) DoDAF
5 5 (16.13%) Image Processing
5 5 (16.13%) MODAF
5 5 (16.13%) Operations Research
5 5 (16.13%) SOA
5 5 (16.13%) TOGAF
5 5 (16.13%) Trend Analysis
5 5 (16.13%) Zachman Framework
6 4 (12.90%) Content Analysis
6 4 (12.90%) Data Analysis
6 4 (12.90%) Enterprise Architecture
6 4 (12.90%) Quantitative Analysis
6 4 (12.90%) Video Content Analysis
7 3 (9.68%) Predictive Analytics
Programming Languages
1 17 (54.84%) Python
2 16 (51.61%) SQL
3 14 (45.16%) R
4 6 (19.35%) C
4 6 (19.35%) C++
5 4 (12.90%) Embedded C
6 3 (9.68%) MATLAB
7 2 (6.45%) C#
8 1 (3.23%) Cython
Qualifications
1 18 (58.06%) PhD
2 9 (29.03%) Degree
System Software
1 1 (3.23%) Virtual Servers
Vendors
1 3 (9.68%) Microsoft
2 1 (3.23%) Facebook
2 1 (3.23%) Google
2 1 (3.23%) Oracle
2 1 (3.23%) Tableau