The following table provides summary statistics for permanent job vacancies 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 24 June 2017 with a comparison to the same period in the previous 2 years.

Pattern Recognition
UK
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 864 903 940
Rank change year-on-year +39 +37  
Permanent jobs citing Pattern Recognition 19 20 35
As % of all permanent IT jobs advertised in the UK 0.022% 0.020% 0.032%
As % of the Processes & Methodologies category 0.024% 0.023% 0.036%
Number of salaries quoted 8 16 20
Median salary £49,725 £61,250 £40,000
Median salary % change year-on-year -18.81% +53.12%  
UK excluding London median salary £51,100 - £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 with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 78925 87582 97637
As % of all permanent IT job vacancies advertised in the UK 89.72% 88.95% 88.02%
Number of salaries quoted 63638 73140 79819
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Pattern Recognition
Job Vacancy Trend

The job posting trend of jobs advertised citing Pattern Recognition as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Pattern Recognition 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.

Salary trend for Pattern Recognition in the UK

Pattern Recognition
Salary Histogram

The salary distribution of IT jobs citing Pattern Recognition over the 3 months to 24 June 2017.

Salary histogram for Pattern Recognition in the UK

Pattern Recognition
Top 16 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 24 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
England +50 18 £49,750 -18.77% 6
London +21 13 £48,125 -21.42% 6
South East - 2 £52,350 -
Hampshire - 2 £52,350 -
Fareham - 2 £52,350 -
City of London +23 1 £46,500 -
East of England - 1 - -
Wales - 1 £49,700 -
South Wales - 1 £49,700 -
North West - 1 £52,500 -
East Midlands - 1 - -
Northamptonshire - 1 - -
Cambridge - 1 - -
Cambridgeshire - 1 - -
Newport - 1 £49,700 -
Manchester - 1 £52,500 -

For the 6 months to 24 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 with a requirement for Pattern Recognition.

1 28 (66.67%) Python
1 28 (66.67%) Machine Learning
2 27 (64.29%) PhD
3 26 (61.90%) Computer Science
4 21 (50.00%) Degree
5 20 (47.62%) Data Mining
6 17 (40.48%) Natural Language Processing
7 16 (38.10%) Analytics
8 13 (30.95%) Big Data
8 13 (30.95%) Hadoop
8 13 (30.95%) Predictive Modelling
8 13 (30.95%) Statistics
8 13 (30.95%) Master's Degree
8 13 (30.95%) Computer Science Degree
9 12 (28.57%) R
9 12 (28.57%) Analytical Skills
10 11 (26.19%) Algorithms
10 11 (26.19%) Apache Spark
10 11 (26.19%) Stakeholder Engagement
10 11 (26.19%) Data Analysis
10 11 (26.19%) SQL
10 11 (26.19%) Linux
11 10 (23.81%) Finance
11 10 (23.81%) NoSQL
12 9 (21.43%) Investment Management
12 9 (21.43%) Jenkins
12 9 (21.43%) Marketing
12 9 (21.43%) Mathematics
13 8 (19.05%) Artificial Intelligence
13 8 (19.05%) Statistical Analysis

Pattern Recognition
Co-occurring 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 11 (26.19%) Apache Spark
2 5 (11.90%) SAS
3 3 (7.14%) Elasticsearch
3 3 (7.14%) Jupyter
Business Applications
1 4 (9.52%) Dynamics CRM
Cloud Services
1 5 (11.90%) Amazon AWS
1 5 (11.90%) Amazon EC2
1 5 (11.90%) Amazon S3
1 5 (11.90%) AWS CloudFormation
1 5 (11.90%) AWS Lambda
2 4 (9.52%) Dynamics 365
3 2 (4.76%) SaaS
4 1 (2.38%) Cloud Computing
4 1 (2.38%) Microsoft Azure
Communications & Networking
1 2 (4.76%) Internet
2 1 (2.38%) Multicast
Database & Business Intelligence
1 20 (47.62%) Data Mining
2 13 (30.95%) Big Data
2 13 (30.95%) Hadoop
3 10 (23.81%) NoSQL
4 8 (19.05%) Apache Cassandra
5 7 (16.67%) Relational Database
6 5 (11.90%) MongoDB
7 3 (7.14%) MySQL
Development Applications
1 9 (21.43%) Jenkins
2 4 (9.52%) Git (software)
3 2 (4.76%) LabVIEW
4 1 (2.38%) GCC
4 1 (2.38%) GDB
General
1 10 (23.81%) Finance
2 9 (21.43%) Marketing
3 4 (9.52%) Legal
4 2 (4.76%) Banking
Job Titles
1 21 (50.00%) Data Scientist
2 7 (16.67%) Architect
3 6 (14.29%) Senior Data Scientist
4 5 (11.90%) Platform Architect
5 4 (9.52%) Developer
6 3 (7.14%) Python Software Engineer
6 3 (7.14%) Software Engineer
7 2 (4.76%) Analytics Consultant
7 2 (4.76%) Consultant
7 2 (4.76%) Machine Learning Engineer
7 2 (4.76%) Machine Learning Specialist
7 2 (4.76%) Solutions Architect
8 1 (2.38%) Analyst
8 1 (2.38%) Analyst Programmer
8 1 (2.38%) C++ Analyst Programmer
8 1 (2.38%) C++ Programmer
8 1 (2.38%) Data Analytics Scientist
8 1 (2.38%) Operations Manager
8 1 (2.38%) Programmer
8 1 (2.38%) Systems Manager
Libraries, Frameworks & Software Standards
1 17 (40.48%) Natural Language Processing
2 3 (7.14%) Kafka
3 2 (4.76%) scikit-learn
4 1 (2.38%) Boost C++ Libraries
4 1 (2.38%) POSIX
4 1 (2.38%) STL
Miscellaneous
1 26 (61.90%) Computer Science
2 12 (28.57%) Analytical Skills
3 11 (26.19%) Algorithms
4 3 (7.14%) Data Centre
5 1 (2.38%) Data Structures
5 1 (2.38%) Enterprise Software
5 1 (2.38%) Equities
5 1 (2.38%) Fixed Income
5 1 (2.38%) Foreign Exchange (FX)
5 1 (2.38%) Management Information System
Operating Systems
1 11 (26.19%) Linux
2 2 (4.76%) CentOS
2 2 (4.76%) Ubuntu
2 2 (4.76%) Windows
2 2 (4.76%) Windows 10
2 2 (4.76%) Windows 7
2 2 (4.76%) Windows Server 2008
Processes & Methodologies
1 28 (66.67%) Machine Learning
2 16 (38.10%) Analytics
3 13 (30.95%) Predictive Modelling
3 13 (30.95%) Statistics
4 11 (26.19%) Data Analysis
4 11 (26.19%) Stakeholder Engagement
5 9 (21.43%) Investment Management
5 9 (21.43%) Mathematics
6 8 (19.05%) Artificial Intelligence
6 8 (19.05%) Statistical Analysis
7 5 (11.90%) Chemistry
7 5 (11.90%) Data Analytics
7 5 (11.90%) Data Management
7 5 (11.90%) Data Modelling
7 5 (11.90%) Data Visualisation
7 5 (11.90%) Metadata Management
7 5 (11.90%) Physics
7 5 (11.90%) Software Engineering
7 5 (11.90%) Statistical Modelling
7 5 (11.90%) Visualisation
Programming Languages
1 28 (66.67%) Python
2 12 (28.57%) R
3 11 (26.19%) SQL
4 5 (11.90%) Bash Shell
4 5 (11.90%) Ruby
5 4 (9.52%) C#
5 4 (9.52%) C++
5 4 (9.52%) PowerShell
6 2 (4.76%) MATLAB
7 1 (2.38%) Java
7 1 (2.38%) Perl
7 1 (2.38%) Scala
Qualifications
1 27 (64.29%) PhD
2 21 (50.00%) Degree
3 13 (30.95%) Computer Science Degree
3 13 (30.95%) Master's Degree
System Software
1 5 (11.90%) Docker
Systems Management
1 5 (11.90%) Consul
1 5 (11.90%) Kubernetes
1 5 (11.90%) Terraform
Vendors
1 5 (11.90%) Google
2 1 (2.38%) Microsoft
London
Winton Capital Management
Posted: Yesterday
London
Client Server
Salary: £50k to £65k + stock options
Posted: 5 days ago
Edinburgh, Midlothian
Sanderson
Salary: Addtional Benefits
Posted: 3 days ago
Central London / West End
Capita Resourcing - IT Resourcing
Salary: £37000 - £45000 per annum
Posted: 3 days ago
London
Winton
Salary: £0 - £120,000+ per year
Posted: 11 days ago
London
Client Server
Salary: £60000 - £75000 per annum + benefits
Posted: 12 days ago
London
Client Server
Salary: £60k to £75k + benefits
Posted: 19 days ago