The following table provides summary statistics for permanent job vacancies advertised in the West Midlands with a requirement for Predictive Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Predictive Analytics over the 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Predictive Analytics
England / West Midlands
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 223 213 215
Rank change year-on-year -10 +2  
Permanent jobs citing Predictive Analytics 6 30 16
As % of all permanent IT jobs advertised in the West Midlands 0.12% 0.48% 0.28%
As % of the Processes & Methodologies category 0.13% 0.54% 0.32%
Number of salaries quoted 5 20 7
Median salary £48,500 £60,000 £42,500
Median salary % change year-on-year -19.16% +41.17%  
UK excluding London median salary £50,000 £58,750 £42,500
% change year-on-year -14.89% +38.23%  

Predictive Analytics 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 the West Midlands with a requirement for process and methodology skills.

Process & Methodology Skills
West Midlands
Permanent job vacancies with a requirement for process and methodology skills 4568 5517 4995
As % of all permanent IT job vacancies advertised in the West Midlands 88.30% 88.65% 87.29%
Number of salaries quoted 3790 4286 4129
Median salary £42,500 £42,500 £42,500
90% offered a salary of more than £29,000 £26,500 £27,500
10% offered a salary of more than £60,000 £62,500 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Predictive Analytics
Job Vacancy Trend in the West Midlands

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

Job vacancy trend for Predictive Analytics in the West Midlands

Predictive Analytics
Salary Trend in the West Midlands

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Predictive Analytics in the West Midlands.

Salary trend for Predictive Analytics in the West Midlands

Predictive Analytics
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing Predictive Analytics in the West Midlands over the 3 months to 23 June 2017.

Salary histogram for Predictive Analytics in the West Midlands

Predictive Analytics
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Analytics within the West Midlands region over the 3 months to 23 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
Warwickshire -15 4 £48,500 -19.16% 1
Coventry - 1 £115,000 - 1
Worcestershire - 1 - -
Predictive Analytics
England

For the 6 months to 23 June 2017, IT jobs citing Predictive Analytics 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 West Midlands region with a requirement for Predictive Analytics.

1 6 (100.00%) Analytics
2 4 (66.67%) Agile Software Development
2 4 (66.67%) Big Data
3 3 (50.00%) Oracle SOA Suite
3 3 (50.00%) MongoDB
3 3 (50.00%) Apache Cassandra
3 3 (50.00%) NoSQL
3 3 (50.00%) Apple iOS
3 3 (50.00%) Hudson
3 3 (50.00%) TDD
3 3 (50.00%) Android
3 3 (50.00%) RESTful
3 3 (50.00%) Scala
3 3 (50.00%) Hadoop
3 3 (50.00%) JBehave
3 3 (50.00%) Dependency Injection
3 3 (50.00%) Jenkins
3 3 (50.00%) Mobile App
3 3 (50.00%) RESTEasy
3 3 (50.00%) HornetQ
3 3 (50.00%) Functional Testing
3 3 (50.00%) Docker
3 3 (50.00%) Apache Spark
3 3 (50.00%) WildFly
3 3 (50.00%) Software Delivery
3 3 (50.00%) Spring Boot
3 3 (50.00%) Java
3 3 (50.00%) SQL
3 3 (50.00%) MySQL
3 3 (50.00%) Oracle

Predictive Analytics
Co-occurring IT Skills in the West Midlands 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 3 (50.00%) Apache Spark
1 3 (50.00%) GlassFish
1 3 (50.00%) JBoss
1 3 (50.00%) Oracle SOA Suite
1 3 (50.00%) WildFly
2 2 (33.33%) SAS
Applications
1 2 (33.33%) SPSS
Database & Business Intelligence
1 4 (66.67%) Big Data
2 3 (50.00%) Apache Cassandra
2 3 (50.00%) Hadoop
2 3 (50.00%) MongoDB
2 3 (50.00%) MySQL
2 3 (50.00%) NoSQL
2 3 (50.00%) PostgreSQL
3 2 (33.33%) Data Lake
Development Applications
1 3 (50.00%) Hudson
1 3 (50.00%) JBehave
1 3 (50.00%) Jenkins
1 3 (50.00%) JUnit
General
1 2 (33.33%) Automotive
1 2 (33.33%) Manufacturing
Job Titles
1 3 (50.00%) Developer
1 3 (50.00%) Developer/Software Engineer
1 3 (50.00%) Digital Developer
1 3 (50.00%) Senior Developer
1 3 (50.00%) Senior Software Developer
1 3 (50.00%) Senior Software Engineer
1 3 (50.00%) Software Developer
1 3 (50.00%) Software Engineer
2 1 (16.67%) Analytics Manager
2 1 (16.67%) Senior Analytics Manager
2 1 (16.67%) Senior Manager
Libraries, Frameworks & Software Standards
1 3 (50.00%) Hibernate
1 3 (50.00%) HornetQ
1 3 (50.00%) Java EE
1 3 (50.00%) JAX-RS
1 3 (50.00%) JMS
1 3 (50.00%) RESTEasy
1 3 (50.00%) RESTful
1 3 (50.00%) Spring
1 3 (50.00%) Spring Boot
1 3 (50.00%) WireMock
Miscellaneous
1 3 (50.00%) Mobile App
2 1 (16.67%) Analytical Skills
Operating Systems
1 3 (50.00%) Android
1 3 (50.00%) Apple iOS
Processes & Methodologies
1 6 (100.00%) Analytics
2 4 (66.67%) Agile Software Development
3 3 (50.00%) Continuous Integration
3 3 (50.00%) Dependency Injection
3 3 (50.00%) DSDM
3 3 (50.00%) Functional Testing
3 3 (50.00%) Kanban
3 3 (50.00%) Mathematics
3 3 (50.00%) Personalization
3 3 (50.00%) Scrum
3 3 (50.00%) SOA
3 3 (50.00%) Software Delivery
3 3 (50.00%) Software Engineering
3 3 (50.00%) TDD
3 3 (50.00%) Unit Testing
4 2 (33.33%) Capacity Planning
4 2 (33.33%) CRM
4 2 (33.33%) ERP
4 2 (33.33%) PLM
4 2 (33.33%) Presales
Programming Languages
1 3 (50.00%) Java
1 3 (50.00%) Scala
1 3 (50.00%) SQL
2 2 (33.33%) MATLAB
2 2 (33.33%) Python
2 2 (33.33%) R
Qualifications
1 3 (50.00%) Degree
2 1 (16.67%) DV Cleared
2 1 (16.67%) Security Cleared
System Software
1 3 (50.00%) Docker
Vendors
1 3 (50.00%) Oracle
2 2 (33.33%) IBM