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

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Pattern Recognition
Rank 913 921 978
Rank change year-on-year
+8 +57
Permanent jobs citing Pattern Recognition 20 37 11
As % of all permanent IT jobs located in the UK 0.020% 0.034% 0.009%
As % of the Processes & Methodologies category 0.023% 0.039% 0.011%
Number of salaries quoted 17 22 7
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 £48,500 £40,000 £32,500
10% offered a salary of more than £90,000 £53,250 £65,000
UK excluding London median salary - £40,000 £32,500
% change year-on-year
- +23.07%

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
86444 95076 101495
As % of all permanent IT jobs located in the UK 87.86% 86.85% 85.48%
Number of salaries quoted 72313 77694 82267
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 £32,000 £31,500
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 28 June 2016 within the UK.

Pattern Recognition Salary Histogram in the UK

Pattern Recognition
Top 3 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 28 June 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 +21 20 £60,000 +14.28% 3
England +17 20 £60,000 +50.00% 8
City of London +60 3 - - 2

Pattern Recognition
Top 30 Related IT Skills

For the 6 months to 28 June 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 33 (55.93%) SQL
2 32 (54.24%) Algorithms
3 31 (52.54%) Machine Learning
3 31 (52.54%) Computer Science
4 30 (50.85%) Mathematics
5 28 (47.46%) Python
5 28 (47.46%) PhD
6 25 (42.37%) Degree
7 24 (40.68%) R
8 23 (38.98%) Finance
9 22 (37.29%) Statistics
10 21 (35.59%) Analytical Skills
10 21 (35.59%) Bayesian Methods
11 20 (33.90%) Big Data
12 19 (32.20%) Oracle
13 18 (30.51%) Artificial Intelligence
14 17 (28.81%) Software Engineering
14 17 (28.81%) Analytics
15 16 (27.12%) SAS
15 16 (27.12%) SPSS
16 15 (25.42%) Visualisation
17 13 (22.03%) Tableau
18 12 (20.34%) Relational Database
18 12 (20.34%) Physics
18 12 (20.34%) JavaScript
19 11 (18.64%) Trend Analysis
20 10 (16.95%) Data Mining
20 10 (16.95%) Agile Software Development
20 10 (16.95%) Data Management
21 9 (15.25%) Data Analysis

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 16 (27.12%) SAS
2 5 (8.47%) Apache
2 5 (8.47%) Apache Spark
Applications
1 16 (27.12%) SPSS
2 7 (11.86%) MS Excel
3 4 (6.78%) Weka
Cloud Services
1 6 (10.17%) Amazon AWS
2 1 (1.69%) Heroku
2 1 (1.69%) SaaS
Database & Business Intelligence
1 20 (33.90%) Big Data
2 12 (20.34%) Relational Database
3 10 (16.95%) Data Mining
4 9 (15.25%) SQL Server
5 6 (10.17%) MongoDB
6 5 (8.47%) Amazon Redshift
6 5 (8.47%) Apache Cassandra
6 5 (8.47%) BusinessObjects
6 5 (8.47%) GIS
6 5 (8.47%) Hadoop
6 5 (8.47%) HBase
6 5 (8.47%) MySQL
7 4 (6.78%) NoSQL
8 1 (1.69%) KDB
Development Applications
1 5 (8.47%) ERwin
2 2 (3.39%) Git (software)
3 1 (1.69%) Maven
3 1 (1.69%) RSpec
3 1 (1.69%) Selenium
General
1 23 (38.98%) Finance
2 9 (15.25%) Publishing
3 8 (13.56%) Retail
4 7 (11.86%) Banking
5 4 (6.78%) Law
6 2 (3.39%) Retail Banking
7 1 (1.69%) Electronics
7 1 (1.69%) Telecoms
Job Titles
1 21 (35.59%) Data Scientist
2 13 (22.03%) Senior Data Scientist
3 11 (18.64%) Developer
4 9 (15.25%) C# Developer
5 7 (11.86%) .NET Developer
5 7 (11.86%) C# .NET Developer
6 6 (10.17%) C Software Engineer
6 6 (10.17%) C/C++ Software Engineer
6 6 (10.17%) C++ Software Engineer
6 6 (10.17%) Software Engineer
7 5 (8.47%) Data Manager
7 5 (8.47%) Information Manager
8 4 (6.78%) Applications Support
8 4 (6.78%) Applications Support Engineer
8 4 (6.78%) Data Engineer
8 4 (6.78%) Machine Learning Scientist
8 4 (6.78%) Support Engineer
8 4 (6.78%) Technical Engineer
8 4 (6.78%) Technical Support
8 4 (6.78%) Technical Support Engineer
Libraries, Frameworks & Software Standards
1 9 (15.25%) .NET
1 9 (15.25%) WPF
2 7 (11.86%) HTML
3 6 (10.17%) CSS
3 6 (10.17%) Natural Language Processing
4 5 (8.47%) Google Maps API
4 5 (8.47%) Pandas
4 5 (8.47%) SciPy
5 4 (6.78%) Matplotlib
5 4 (6.78%) NumPy
5 4 (6.78%) scikit-learn
5 4 (6.78%) Tapestry
5 4 (6.78%) XML
6 1 (1.69%) AngularJS
6 1 (1.69%) CSS3
6 1 (1.69%) Esper
6 1 (1.69%) Haml
6 1 (1.69%) HTML5
6 1 (1.69%) Pyramid
6 1 (1.69%) Sass
Miscellaneous
1 32 (54.24%) Algorithms
2 31 (52.54%) Computer Science
3 30 (50.85%) Mathematics
4 22 (37.29%) Statistics
5 21 (35.59%) Analytical Skills
6 18 (30.51%) Artificial Intelligence
7 15 (25.42%) Visualisation
8 12 (20.34%) Physics
9 6 (10.17%) Management Information System
9 6 (10.17%) Neural Network
10 5 (8.47%) Biology
10 5 (8.47%) Blog
10 5 (8.47%) Data Extraction
10 5 (8.47%) Economics
10 5 (8.47%) Freedom of Information
10 5 (8.47%) Mobile App
10 5 (8.47%) Replication
10 5 (8.47%) Smart Meter
11 4 (6.78%) LIMS
12 3 (5.08%) CUDA
Operating Systems
1 6 (10.17%) Windows
2 5 (8.47%) Linux
Processes & Methodologies
1 31 (52.54%) Machine Learning
2 21 (35.59%) Bayesian Methods
3 17 (28.81%) Analytics
3 17 (28.81%) Software Engineering
4 11 (18.64%) Trend Analysis
5 10 (16.95%) Agile Software Development
5 10 (16.95%) Data Management
6 9 (15.25%) Data Analysis
6 9 (15.25%) Data Analytics
7 6 (10.17%) Content Analysis
7 6 (10.17%) Information Retrieval
7 6 (10.17%) Predictive Modelling
7 6 (10.17%) Video Content Analysis
8 5 (8.47%) Business Analysis
8 5 (8.47%) CMMI
8 5 (8.47%) Data Architecture
8 5 (8.47%) eTOM
8 5 (8.47%) Information Management
8 5 (8.47%) Rapid Prototyping
8 5 (8.47%) TOGAF
Programming Languages
1 33 (55.93%) SQL
2 28 (47.46%) Python
3 24 (40.68%) R
4 12 (20.34%) JavaScript
5 9 (15.25%) C#
5 9 (15.25%) C++
6 7 (11.86%) C
6 7 (11.86%) MATLAB
7 5 (8.47%) Java
7 5 (8.47%) PL/SQL
8 4 (6.78%) Cython
9 3 (5.08%) Embedded C
9 3 (5.08%) VBA
10 1 (1.69%) ActionScript
10 1 (1.69%) CoffeeScript
10 1 (1.69%) PHP
10 1 (1.69%) Ruby
Qualifications
1 28 (47.46%) PhD
2 25 (42.37%) Degree
3 5 (8.47%) CITP
Quality Assurance & Compliance
1 7 (11.86%) Data Quality
2 5 (8.47%) ISO 9001
2 5 (8.47%) TickIT
Vendors
1 19 (32.20%) Oracle
2 13 (22.03%) Tableau
3 8 (13.56%) Facebook
4 7 (11.86%) Google
4 7 (11.86%) Microsoft
5 5 (8.47%) IBM
5 5 (8.47%) Teradata
6 1 (1.69%) Twitter
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £30000 - £45000 per annum + Great Benefits & Prospects
Posted: 8 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £35000 - £40000 per annum
Posted: Yesterday
City, London
Third Republic Ltd
Salary: Up to £85,000 per annum dependant on experience
Posted: Yesterday
Kidlington, Oxfordshire
EasyWebRecruitment.com
Salary: up to £45K
Posted: 5 days ago
Northampton, Northamptonshire
ENTERPRISE RECRUITMENT LTD
Salary: £25000 - £35000 per annum, Benefits Pension, Private Medical + More
Posted: 6 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £50k DoE + top benefits
Posted: 6 days ago
London
Client Server
Salary: £45,000 to £60,000 + stock options
Posted: 27 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Rate
Posted: 26 days ago