The table below looks at the statistics for Predictive Analytics skills in IT jobs advertised for the West Midlands region. Included is a guide to the salaries offered in IT jobs that have cited Predictive Analytics over the 3 months to 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 215 227 -
Rank change year-on-year
+12 -
Permanent jobs citing Predictive Analytics 14 4 0
As % of all permanent IT jobs located in the West Midlands 0.23% 0.068% -
As % of the Processes & Methodologies category 0.27% 0.078% -
Number of salaries quoted 10 4 0
Median salary £60,000 £57,500 -
Median salary % change year-on-year
+4.34% -
UK excluding London median salary £50,000 £42,500 £45,000
% change year-on-year
+17.64% -5.55%
Predictive Analytics
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the West Midlands region.

Processes & Methodologies Category
West Midlands
Permanent IT job ads with a match in the
Processes & Methodologies category
5236 5099 4484
As % of all permanent IT jobs located in the West Midlands 86.92% 87.01% 83.21%
Number of salaries quoted 4093 4144 3722
Median salary £42,500 £42,000 £41,405
Median salary % change year-on-year
+1.19% +1.43%
90% offered a salary of more than £26,000 £27,500 £27,600
10% offered a salary of more than £65,000 £65,000 £62,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Predictive Analytics
Jobs Demand Trend in the West Midlands

The demand trend of job ads across the West Midlands region citing Predictive Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Predictive Analytics Jobs Demand Trend 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 across the West Midlands region.

Predictive Analytics Salary Trend in the West Midlands

Predictive Analytics
Salary Histogram in the West Midlands

This chart provides a salary histogram for IT jobs citing Predictive Analytics across the West Midlands region over the 3 months to 30 July 2016.

Predictive Analytics Salary Histogram 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 30 July 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
Warwickshire - 11 £60,000 -
Staffordshire -1 2 £25,000 -54.54%
Birmingham -13 1 £28,500 -52.50%
Predictive Analytics
England

Predictive Analytics
Top 30 Related IT Skills in the West Midlands

For the 6 months to 30 July 2016, 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 48 (100.00%) Analytics
2 45 (93.75%) SQL
3 43 (89.58%) Degree
4 42 (87.50%) Big Data
4 42 (87.50%) Mathematics
4 42 (87.50%) Hadoop
4 42 (87.50%) MongoDB
5 41 (85.42%) Oracle
6 40 (83.33%) Java
6 40 (83.33%) MySQL
6 40 (83.33%) JUnit
6 40 (83.33%) JBoss
6 40 (83.33%) DSDM
6 40 (83.33%) Python
6 40 (83.33%) JMS
6 40 (83.33%) SOA
6 40 (83.33%) Spring
6 40 (83.33%) Artificial Intelligence
6 40 (83.33%) Software Engineering
6 40 (83.33%) Agile Software Development
6 40 (83.33%) TDD
6 40 (83.33%) Retail
6 40 (83.33%) PostgreSQL
6 40 (83.33%) Hibernate
6 40 (83.33%) Scrum
6 40 (83.33%) Apache Cassandra
6 40 (83.33%) NoSQL
6 40 (83.33%) Apple iOS
6 40 (83.33%) Hudson
6 40 (83.33%) JBehave

Predictive Analytics
Top Related 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 40 (83.33%) Apache Spark
1 40 (83.33%) GlassFish
1 40 (83.33%) JBoss
1 40 (83.33%) WildFly
2 2 (4.17%) SAS
Applications
1 5 (10.42%) MS Excel
2 2 (4.17%) MS Office
2 2 (4.17%) MS PowerPoint
3 1 (2.08%) SPSS
Communications & Networking
1 2 (4.17%) SSL
Database & Business Intelligence
1 42 (87.50%) Big Data
1 42 (87.50%) Hadoop
1 42 (87.50%) MongoDB
2 40 (83.33%) Apache Cassandra
2 40 (83.33%) MySQL
2 40 (83.33%) NoSQL
2 40 (83.33%) PostgreSQL
3 8 (16.67%) SQL Server Reporting Services
4 4 (8.33%) Data Warehouse
4 4 (8.33%) SQL Server
4 4 (8.33%) SQL Server Integration Services
5 3 (6.25%) Microsoft Analysis Services
5 3 (6.25%) QlikView
5 3 (6.25%) SQL Server Analysis Services
6 2 (4.17%) OLAP
6 2 (4.17%) OLTP
6 2 (4.17%) SQL Server 2005
6 2 (4.17%) SQL Server 2014
7 1 (2.08%) DB2
7 1 (2.08%) Oracle ODI
Development Applications
1 40 (83.33%) Hudson
1 40 (83.33%) JBehave
1 40 (83.33%) Jenkins
1 40 (83.33%) JUnit
2 1 (2.08%) Subversion
2 1 (2.08%) Visual Studio
2 1 (2.08%) VSS/SourceSafe
General
1 40 (83.33%) Retail
2 4 (8.33%) Finance
3 2 (4.17%) Legal
Job Titles
1 44 (91.67%) Developer
2 40 (83.33%) Java Developer
2 40 (83.33%) Senior Developer
2 40 (83.33%) Senior Java Developer
3 5 (10.42%) Java Software Developer
3 5 (10.42%) Senior Java Software Developer
3 5 (10.42%) Senior Software Developer
3 5 (10.42%) Software Developer
4 4 (8.33%) Business Intelligence Developer
5 3 (6.25%) Analyst
6 2 (4.17%) Junior
6 2 (4.17%) Junior Business Intelligence Developer
6 2 (4.17%) Junior Developer
6 2 (4.17%) Junior SQL Developer
6 2 (4.17%) SQL BI Developer
6 2 (4.17%) SQL Developer
6 2 (4.17%) SSIS Developer
6 2 (4.17%) SSRS Developer
7 1 (2.08%) Analytics Manager
7 1 (2.08%) Senior Analytics Manager
Libraries, Frameworks & Software Standards
1 40 (83.33%) Hibernate
1 40 (83.33%) HornetQ
1 40 (83.33%) Java EE
1 40 (83.33%) JAX-RS
1 40 (83.33%) JMS
1 40 (83.33%) JPA
1 40 (83.33%) RESTEasy
1 40 (83.33%) RESTful
1 40 (83.33%) Spring
2 2 (4.17%) .NET
2 2 (4.17%) MDX
3 1 (2.08%) JSON
3 1 (2.08%) XML
Miscellaneous
1 42 (87.50%) Mathematics
2 40 (83.33%) Artificial Intelligence
2 40 (83.33%) Mobile App
3 3 (6.25%) Analytical Skills
4 2 (4.17%) Data Conversion
4 2 (4.17%) Data Structures
4 2 (4.17%) Performance Metrics
4 2 (4.17%) Visualisation
5 1 (2.08%) NHS
Operating Systems
1 40 (83.33%) Android
1 40 (83.33%) Apple iOS
Processes & Methodologies
1 48 (100.00%) Analytics
2 40 (83.33%) Agile Software Development
2 40 (83.33%) Continuous Integration
2 40 (83.33%) Dependency Injection
2 40 (83.33%) DSDM
2 40 (83.33%) Functional Testing
2 40 (83.33%) Kanban
2 40 (83.33%) Scrum
2 40 (83.33%) SOA
2 40 (83.33%) Software Delivery
2 40 (83.33%) Software Engineering
2 40 (83.33%) TDD
2 40 (83.33%) Unit Testing
3 7 (14.58%) Business Intelligence
4 5 (10.42%) ETL
5 3 (6.25%) Data Analytics
5 3 (6.25%) Data Architecture
6 2 (4.17%) Kimball Methodology
6 2 (4.17%) Open Source
6 2 (4.17%) Process Improvement
Programming Languages
1 45 (93.75%) SQL
2 40 (83.33%) Clojure
2 40 (83.33%) Java
2 40 (83.33%) Python
2 40 (83.33%) Scala
3 3 (6.25%) R
3 3 (6.25%) T-SQL
4 2 (4.17%) VB.NET
5 1 (2.08%) MATLAB
Qualifications
1 43 (89.58%) Degree
Quality Assurance & Compliance
1 2 (4.17%) Data Quality
Vendors
1 41 (85.42%) Oracle
2 40 (83.33%) Facebook
2 40 (83.33%) Twitter
3 5 (10.42%) Microsoft
4 4 (8.33%) Tableau
5 2 (4.17%) SAP
5 2 (4.17%) Siebel
6 1 (2.08%) IDERA
6 1 (2.08%) Informatica
6 1 (2.08%) RedGate