The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Pattern Recognition skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Pattern Recognition over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Pattern Recognition
UK / England
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 845 894 920
Rank change year-on-year +49 +26  
Permanent jobs citing Pattern Recognition 20 20 36
As % of all permanent IT jobs advertised in England 0.024% 0.022% 0.035%
As % of the Processes & Methodologies category 0.027% 0.024% 0.040%
Number of salaries quoted 9 17 40
Median salary £49,750 £60,000 £40,000
Median salary % change year-on-year -17.08% +50.00%  
90% offered a salary of more than £37,750 £43,350 £37,500
10% offered a salary of more than £58,000 £95,000 £54,625
UK excluding London median salary £50,000 - £40,000

Pattern Recognition is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 74950 82225 90350
As % of all permanent IT job vacancies advertised in England 89.70% 88.98% 88.00%
Number of salaries quoted 249933 287723 295490
Median salary £52,000 £50,000 £50,000
Median salary % change year-on-year +4.00% -  
90% offered a salary of more than £31,250 £31,250 £30,000
10% offered a salary of more than £82,500 £77,500 £81,250
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Pattern Recognition
Job Vacancy Trend in England

Job postings citing Pattern Recognition as a percentage of all IT jobs advertised in England.

Job vacancy trend for Pattern Recognition 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 in England.

Salary trend for Pattern Recognition in England

Pattern Recognition
Salary Histogram in England

The salary distribution of IT jobs citing Pattern Recognition in England over the 3 months to 28 June 2017.

Salary histogram for Pattern Recognition 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 2017. 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 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 +27 15 £46,500 -22.50% 6
South East - 3 £50,000 -
North of England - 1 £52,500 -
East Midlands - 1 - - 1
Midlands - 1 - - 1
North West - 1 £52,500 -
Pattern Recognition
UK

For the 6 months to 28 June 2017, 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 29 (65.91%) Python
2 28 (63.64%) Machine Learning
3 26 (59.09%) PhD
3 26 (59.09%) Computer Science
4 20 (45.45%) Degree
4 20 (45.45%) Data Mining
5 17 (38.64%) Natural Language Processing
6 16 (36.36%) Analytics
7 13 (29.55%) Analytical Skills
7 13 (29.55%) Big Data
7 13 (29.55%) Hadoop
7 13 (29.55%) Predictive Modelling
7 13 (29.55%) Linux
7 13 (29.55%) Statistics
7 13 (29.55%) Master's Degree
7 13 (29.55%) Computer Science Degree
8 12 (27.27%) R
9 11 (25.00%) NoSQL
9 11 (25.00%) Stakeholder Engagement
9 11 (25.00%) Algorithms
9 11 (25.00%) Apache Spark
9 11 (25.00%) Data Analysis
9 11 (25.00%) SQL
10 10 (22.73%) Finance
10 10 (22.73%) Investment Management
10 10 (22.73%) Jenkins
11 9 (20.45%) Apache Cassandra
11 9 (20.45%) Marketing
11 9 (20.45%) Mathematics
12 8 (18.18%) Artificial Intelligence

Pattern Recognition
Co-occurring 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 11 (25.00%) Apache Spark
2 5 (11.36%) SAS
3 3 (6.82%) Elasticsearch
3 3 (6.82%) Jupyter
Business Applications
1 4 (9.09%) Dynamics CRM
Cloud Services
1 6 (13.64%) Amazon AWS
1 6 (13.64%) Amazon EC2
1 6 (13.64%) Amazon S3
1 6 (13.64%) AWS CloudFormation
1 6 (13.64%) AWS Lambda
2 4 (9.09%) Dynamics 365
3 2 (4.55%) SaaS
4 1 (2.27%) Cloud Computing
4 1 (2.27%) Microsoft Azure
Communications & Networking
1 3 (6.82%) Internet
2 1 (2.27%) Multicast
2 1 (2.27%) SMS
Database & Business Intelligence
1 20 (45.45%) Data Mining
2 13 (29.55%) Big Data
2 13 (29.55%) Hadoop
3 11 (25.00%) NoSQL
4 9 (20.45%) Apache Cassandra
5 8 (18.18%) Relational Database
6 6 (13.64%) MongoDB
7 3 (6.82%) MySQL
Development Applications
1 10 (22.73%) Jenkins
2 4 (9.09%) Git (software)
3 2 (4.55%) LabVIEW
4 1 (2.27%) GCC
4 1 (2.27%) GDB
General
1 10 (22.73%) Finance
2 9 (20.45%) Marketing
3 4 (9.09%) Legal
4 2 (4.55%) Banking
Job Titles
1 21 (47.73%) Data Scientist
2 8 (18.18%) Architect
3 6 (13.64%) Platform Architect
3 6 (13.64%) Senior Data Scientist
4 4 (9.09%) Developer
5 3 (6.82%) Python Software Engineer
5 3 (6.82%) Software Engineer
6 2 (4.55%) Analytics Consultant
6 2 (4.55%) Consultant
6 2 (4.55%) Data Analytics Engineer
6 2 (4.55%) Data Analytics Scientist
6 2 (4.55%) Data Engineer
6 2 (4.55%) Machine Learning Engineer
6 2 (4.55%) Machine Learning Specialist
6 2 (4.55%) Operations Manager
6 2 (4.55%) Solutions Architect
6 2 (4.55%) Systems Manager
7 1 (2.27%) Analyst Programmer
7 1 (2.27%) C++ Analyst Programmer
7 1 (2.27%) C++ Programmer
Libraries, Frameworks & Software Standards
1 17 (38.64%) Natural Language Processing
2 3 (6.82%) Kafka
3 2 (4.55%) scikit-learn
4 1 (2.27%) Boost C++ Libraries
4 1 (2.27%) POSIX
4 1 (2.27%) STL
Miscellaneous
1 26 (59.09%) Computer Science
2 13 (29.55%) Analytical Skills
3 11 (25.00%) Algorithms
4 4 (9.09%) Data Centre
5 1 (2.27%) Data Structures
5 1 (2.27%) Enterprise Software
5 1 (2.27%) Equities
5 1 (2.27%) Fixed Income
5 1 (2.27%) Foreign Exchange (FX)
5 1 (2.27%) Management Information System
Operating Systems
1 13 (29.55%) Linux
2 3 (6.82%) CentOS
2 3 (6.82%) Ubuntu
2 3 (6.82%) Windows
2 3 (6.82%) Windows 10
2 3 (6.82%) Windows 7
2 3 (6.82%) Windows Server 2008
Processes & Methodologies
1 28 (63.64%) Machine Learning
2 16 (36.36%) Analytics
3 13 (29.55%) Predictive Modelling
3 13 (29.55%) Statistics
4 11 (25.00%) Data Analysis
4 11 (25.00%) Stakeholder Engagement
5 10 (22.73%) Investment Management
6 9 (20.45%) Mathematics
7 8 (18.18%) Artificial Intelligence
7 8 (18.18%) Statistical Analysis
8 6 (13.64%) Server Virtualisation
8 6 (13.64%) Software Deployment
9 5 (11.36%) Data Analytics
9 5 (11.36%) Data Engineering
9 5 (11.36%) Data Visualisation
9 5 (11.36%) Metadata Management
9 5 (11.36%) Predictive Analysis
9 5 (11.36%) Software Engineering
9 5 (11.36%) Statistical Modelling
9 5 (11.36%) Visualisation
Programming Languages
1 29 (65.91%) Python
2 12 (27.27%) R
3 11 (25.00%) SQL
4 6 (13.64%) Bash Shell
4 6 (13.64%) Ruby
5 4 (9.09%) C#
5 4 (9.09%) C++
5 4 (9.09%) PowerShell
6 2 (4.55%) MATLAB
7 1 (2.27%) Java
7 1 (2.27%) Perl
7 1 (2.27%) Scala
Qualifications
1 26 (59.09%) PhD
2 20 (45.45%) Degree
3 13 (29.55%) Computer Science Degree
3 13 (29.55%) Master's Degree
System Software
1 6 (13.64%) Docker
Systems Management
1 6 (13.64%) Consul
1 6 (13.64%) Kubernetes
1 6 (13.64%) Terraform
Vendors
1 5 (11.36%) Google
2 1 (2.27%) Microsoft
Northamptonshire
Harvey Nash plc
Salary: £64000 - £85000 per annum
Posted: 16 hours ago
City, London
Client Server
Salary: £60k to £75k + benefits
Posted: 2 days ago
Central London / West End
Birch & James Associates
Salary: From £55,000 to £65,000 per annum
Posted: 2 days ago
London
Client Server
Salary: £60000 - £75000 per annum + benefits
Posted: 2 days ago
London
Client Server
Salary: £50k to £65k + stock options
Posted: 9 days ago
London
Winton
Salary: £0 - £120,000+ per year
Posted: 15 days ago
London
Client Server
Salary: £60000 - £75000 per annum + benefits
Posted: 16 days ago