Period
to 24 November 2017

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 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Predictive Analytics
England > West Midlands
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 318 341 301
Rank change year-on-year +23 -40 +15
Permanent jobs citing Predictive Analytics 7 1 22
As % of all permanent IT jobs advertised in the West Midlands 0.069% 0.009% 0.20%
As % of the Processes & Methodologies category 0.078% 0.010% 0.23%
Number of salaries quoted 6 1 13
West Midlands median annual salary £59,250 £28,500 £42,500
Median salary % change year-on-year +107.89% -32.94% -22.73%
10th Percentile £46,750 £26,750 £33,800
90th Percentile £74,375 £30,250 £60,000
England median annual salary £65,000 £57,500 £55,000
% change year-on-year +13.04% +4.55% -

Predictive Analytics is in the Processes and Methodologies category. The following 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 or methodology skills.

All Process and Methodology Skills
West Midlands
Permanent vacancies with a requirement for process or methodology skills 9001 10197 9565
As % of all permanent IT jobs advertised in the West Midlands 88.87% 89.21% 87.65%
Number of salaries quoted 7279 7971 7907
West Midlands median annual salary £40,000 £40,000 £40,000
10th Percentile £25,500 £25,000 £24,750
90th Percentile £65,000 £63,750 £64,700
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Predictive Analytics
Job Vacancy Trend in the West Midlands

Job postings citing Predictive Analytics as a percentage of all IT jobs advertised in the West Midlands.

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 6 months to 24 November 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 6 months to 24 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Warwickshire - 3 £48,500 -
Worcestershire - 2 £72,500 -
Birmingham +20 1 £70,000 +145.61%
Staffordshire - 1 £70,000 -
Predictive Analytics
England

For the 6 months to 24 November 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 7 (100.00%) Big Data
1 7 (100.00%) Analytics
2 5 (71.43%) SQL
3 4 (57.14%) Java
3 4 (57.14%) Agile Software Development
3 4 (57.14%) Hadoop
4 3 (42.86%) Android
4 3 (42.86%) RESTful
4 3 (42.86%) Scala
4 3 (42.86%) Security Cleared
4 3 (42.86%) MongoDB
4 3 (42.86%) Apache Cassandra
4 3 (42.86%) NoSQL
4 3 (42.86%) JBehave
4 3 (42.86%) Dependency Injection
4 3 (42.86%) Apple iOS
4 3 (42.86%) Hudson
4 3 (42.86%) Spring
4 3 (42.86%) Software Engineering
4 3 (42.86%) Java EE
4 3 (42.86%) Degree
4 3 (42.86%) Mathematics
4 3 (42.86%) GlassFish
4 3 (42.86%) Unit Testing
4 3 (42.86%) Continuous Integration
4 3 (42.86%) Kanban
4 3 (42.86%) TDD
4 3 (42.86%) PostgreSQL
4 3 (42.86%) Hibernate
4 3 (42.86%) Scrum

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 (42.86%) Apache Spark
1 3 (42.86%) GlassFish
1 3 (42.86%) JBoss
1 3 (42.86%) Oracle SOA Suite
1 3 (42.86%) WildFly
2 1 (14.29%) SharePoint
Cloud Services
1 1 (14.29%) Cortana Intelligence Suite
1 1 (14.29%) Microsoft Azure
Database & Business Intelligence
1 7 (100.00%) Big Data
2 4 (57.14%) Hadoop
3 3 (42.86%) Apache Cassandra
3 3 (42.86%) MongoDB
3 3 (42.86%) MySQL
3 3 (42.86%) NoSQL
3 3 (42.86%) PostgreSQL
4 1 (14.29%) Azure SQL Database
4 1 (14.29%) Data Lake
4 1 (14.29%) Data Mining
4 1 (14.29%) Data Warehouse
4 1 (14.29%) Microsoft Analysis Services
4 1 (14.29%) Power BI
4 1 (14.29%) RDBMS
4 1 (14.29%) Relational Database
4 1 (14.29%) SQL Server
4 1 (14.29%) SQL Server Analysis Services
4 1 (14.29%) SQL Server Integration Services
4 1 (14.29%) SQL Server Reporting Services
Development Applications
1 3 (42.86%) Hudson
1 3 (42.86%) JBehave
1 3 (42.86%) Jenkins
1 3 (42.86%) JUnit
General
1 1 (14.29%) Manufacturing
1 1 (14.29%) Retail
Job Titles
1 3 (42.86%) Developer
1 3 (42.86%) Developer/Software Engineer
1 3 (42.86%) Digital Developer
1 3 (42.86%) Senior Developer
1 3 (42.86%) Senior Software Developer
1 3 (42.86%) Senior Software Engineer
1 3 (42.86%) Software Developer
1 3 (42.86%) Software Engineer
2 1 (14.29%) Business Consultant
2 1 (14.29%) Business Intelligence Consultant
2 1 (14.29%) Consultant
2 1 (14.29%) Data Scientist
2 1 (14.29%) Microsoft BI Consultant
2 1 (14.29%) Microsoft Consultant
Libraries, Frameworks & Software Standards
1 3 (42.86%) Hibernate
1 3 (42.86%) HornetQ
1 3 (42.86%) Java EE
1 3 (42.86%) JAX-RS
1 3 (42.86%) JMS
1 3 (42.86%) RESTEasy
1 3 (42.86%) RESTful
1 3 (42.86%) Spring
1 3 (42.86%) Spring Boot
1 3 (42.86%) WireMock
Miscellaneous
1 3 (42.86%) Mobile App
2 2 (28.57%) Analytical Skills
Operating Systems
1 3 (42.86%) Android
1 3 (42.86%) Apple iOS
Processes & Methodologies
1 7 (100.00%) Analytics
2 4 (57.14%) Agile Software Development
3 3 (42.86%) Continuous Integration
3 3 (42.86%) Data Analytics
3 3 (42.86%) Dependency Injection
3 3 (42.86%) DSDM
3 3 (42.86%) Functional Testing
3 3 (42.86%) Kanban
3 3 (42.86%) Machine Learning
3 3 (42.86%) Mathematics
3 3 (42.86%) Personalization
3 3 (42.86%) Scrum
3 3 (42.86%) SOA
3 3 (42.86%) Software Delivery
3 3 (42.86%) Software Engineering
3 3 (42.86%) TDD
3 3 (42.86%) Unit Testing
4 2 (28.57%) Actionable Insight
4 2 (28.57%) Big Data Analytics
4 2 (28.57%) Cyber Intelligence
Programming Languages
1 5 (71.43%) SQL
2 4 (57.14%) Java
3 3 (42.86%) Scala
4 2 (28.57%) C
5 1 (14.29%) C++
5 1 (14.29%) Python
5 1 (14.29%) R
Qualifications
1 3 (42.86%) Degree
1 3 (42.86%) Security Cleared
2 2 (28.57%) DV Cleared
3 1 (14.29%) PhD
3 1 (14.29%) SC Cleared
System Software
1 3 (42.86%) Docker
Vendors
1 3 (42.86%) Oracle
2 1 (14.29%) Microsoft