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 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 876 893 942
Rank change year-on-year
+17 +49
Permanent jobs citing Pattern Recognition 20 36 11
As % of all permanent IT jobs located in England 0.022% 0.035% 0.010%
As % of the Processes & Methodologies category 0.025% 0.041% 0.012%
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%
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
80964 88551 94968
As % of all permanent IT jobs located in England 87.93% 86.72% 85.54%
Number of salaries quoted 68588 73242 77635
Median salary £50,000 £50,000 £49,500
Median salary % change year-on-year
- +1.01%
90% offered a salary of more than £32,500 £32,000 £31,500
10% offered a salary of more than £77,500 £74,100 £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 28 June 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 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
Pattern Recognition
UK

Pattern Recognition
Top 30 Related IT Skills in England

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 across the England region 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 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 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
City, London
Opus Recruitment Solutions Ltd
Salary: £35000 - £40000 per annum
Posted: Yesterday
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £30000 - £45000 per annum + Great Benefits & Prospects
Posted: 16 hours ago
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