The table below looks at the statistics for Data Mining skills in IT jobs advertised for the West Midlands region. Included is a guide to the average salaries offered in IT jobs that have cited Data Mining over the 3 months to 4 August 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
4 Aug 2015
Same period 2014 Same period 2013
Data Mining
Rank 215 182 194
Rank change year-on-year
-33 +12
Permanent jobs citing Data Mining 13 31 25
As % of all permanent IT jobs located in the West Midlands 0.22% 0.58% 0.45%
As % of the Database & Business Intelligence category 0.76% 1.71% 1.51%
Number of salaries quoted 8 23 22
Average salary £46,250 £40,000 £40,000
Average salary % change year-on-year
+15.62% -
90% offered a salary of more than £36,750 £32,500 £30,000
10% offered a salary of more than £60,000 £55,000 £58,500
UK excluding London average salary £45,000 £40,750 £45,000
% change year-on-year
+10.42% -9.44%
Data Mining
England

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

Database & Business Intelligence Category
West Midlands
Permanent IT job ads with a match in the
Database & Business Intelligence category
1707 1817 1652
As % of all permanent IT jobs located in the West Midlands 29.53% 33.76% 29.67%
Number of salaries quoted 1478 1544 1478
Average salary £39,750 £37,500 £40,000
Average salary % change year-on-year
+6.00% -6.25%
90% offered a salary of more than £26,500 £27,500 £28,500
10% offered a salary of more than £52,500 £55,000 £50,000
UK excluding London average salary £42,500 £40,000 £39,500
% change year-on-year
+6.25% +1.26%

Data Mining
Jobs Demand Trend in the West Midlands

This chart provides a 3-month moving total of permanent IT jobs citing Data Mining across the West Midlands region as a proportion of the total demand within the Database & Business Intelligence category.

Data Mining Jobs Demand Trend in the West Midlands

Data Mining
Salary Trend in the West Midlands

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining across the West Midlands region.

Data Mining Salary Trend in the West Midlands

Data Mining
Salary Histogram in the West Midlands

This chart provides a salary histogram for IT jobs citing Data Mining across the West Midlands region over the 3 months to 4 August 2015.

Data Mining Salary Histogram in the West Midlands

Data Mining
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Mining within the West Midlands region over the 3 months to 4 August 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Staffordshire +6 11 £42,500 +6.25% 1
Warwickshire -21 1 - -
Dudley - 1 £50,000 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the West Midlands

For the 6 months to 4 August 2015, IT jobs across the West Midlands region citing Data Mining also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining.

1 13 (43.33%) Python
1 13 (43.33%) Agile Software Development
2 12 (40.00%) Artificial Intelligence
2 12 (40.00%) SQL
3 11 (36.67%) Mathematics
4 10 (33.33%) Software Engineering
5 9 (30.00%) Analytics
6 8 (26.67%) Natural Language Processing
6 8 (26.67%) Flask
6 8 (26.67%) Visualisation
6 8 (26.67%) Unit Testing
6 8 (26.67%) Continuous Integration
6 8 (26.67%) Django
6 8 (26.67%) TDD
6 8 (26.67%) Data Management
6 8 (26.67%) Stakeholder Management
6 8 (26.67%) SOA
6 8 (26.67%) Business Intelligence
7 7 (23.33%) CRM
7 7 (23.33%) Degree
7 7 (23.33%) Analytical Skills
8 6 (20.00%) Information Exploitation
8 6 (20.00%) Dimensional Modelling
8 6 (20.00%) Customer Engagement
8 6 (20.00%) Master Data Management
9 5 (16.67%) Data Analysis
9 5 (16.67%) Physics
9 5 (16.67%) Marketing
9 5 (16.67%) C#
10 4 (13.33%) C++

Data Mining
Top Related IT Skills in the West Midlands by Category

For the 6 months to 4 August 2015, IT jobs across the West Midlands region citing Data Mining also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining. Up to 20 skills are shown per category.

Application Platforms
1 1 (3.33%) SAS
Applications
1 4 (13.33%) GNU Octave
2 3 (10.00%) MS Excel
3 1 (3.33%) MS Visio
3 1 (3.33%) MS Project
3 1 (3.33%) MS Office
Business Applications
1 1 (3.33%) Dynamics CRM
Communications & Networking
1 2 (6.67%) Internet
Database & Business Intelligence
1 4 (13.33%) Data Warehouse
1 4 (13.33%) BusinessObjects
2 3 (10.00%) SQL Server Reporting Services
2 3 (10.00%) SQL Server Integration Services
3 2 (6.67%) SQL Server Analysis Services
3 2 (6.67%) PostgreSQL
3 2 (6.67%) MySQL
3 2 (6.67%) SQL Server
4 1 (3.33%) Text Mining
4 1 (3.33%) SQL Server 2008
4 1 (3.33%) MongoDB
4 1 (3.33%) Apache Cassandra
4 1 (3.33%) NoSQL
4 1 (3.33%) Business Intelligence Development Studio
4 1 (3.33%) Mahout
4 1 (3.33%) Big Data
4 1 (3.33%) Relational Database
Development Applications
1 1 (3.33%) Visual Studio
1 1 (3.33%) Hudson
General
1 5 (16.67%) Marketing
2 4 (13.33%) Retail
2 4 (13.33%) Telecoms
3 2 (6.67%) Law
4 1 (3.33%) Manufacturing
4 1 (3.33%) Games
4 1 (3.33%) Automotive
Job Titles
1 9 (30.00%) Developer
2 7 (23.33%) Analyst
3 5 (16.67%) Python Developer
4 3 (10.00%) Senior Python Developer
4 3 (10.00%) Business Analyst
4 3 (10.00%) Senior Developer
4 3 (10.00%) Django Developer
4 3 (10.00%) Python/Django Developer
5 2 (6.67%) Forensic Analyst
5 2 (6.67%) MI Analyst
5 2 (6.67%) Security Analyst
5 2 (6.67%) Business Intelligence Analyst
6 1 (3.33%) Business Manager
6 1 (3.33%) Business Intelligence Developer
6 1 (3.33%) Service Manager
6 1 (3.33%) Business Architect
6 1 (3.33%) Report Writer
6 1 (3.33%) CRM Manager
6 1 (3.33%) Business Intelligence Manager
6 1 (3.33%) Administrator
Libraries, Frameworks & Software Standards
1 8 (26.67%) Django
1 8 (26.67%) Natural Language Processing
1 8 (26.67%) Flask
2 1 (3.33%) RESTful
2 1 (3.33%) .NET
2 1 (3.33%) Apache Flex
Miscellaneous
1 12 (40.00%) Artificial Intelligence
2 11 (36.67%) Mathematics
3 8 (26.67%) Visualisation
4 7 (23.33%) Analytical Skills
5 5 (16.67%) Physics
6 4 (13.33%) Computer Science
6 4 (13.33%) Data Integration
6 4 (13.33%) Algorithms
6 4 (13.33%) Management Information System
7 2 (6.67%) Digital Media
7 2 (6.67%) Statistics
8 1 (3.33%) Telematics
8 1 (3.33%) Online Games
8 1 (3.33%) Data Extraction
8 1 (3.33%) Social Media
Operating Systems
1 1 (3.33%) UNIX
1 1 (3.33%) Windows
Processes & Methodologies
1 13 (43.33%) Agile Software Development
2 10 (33.33%) Software Engineering
3 9 (30.00%) Analytics
4 8 (26.67%) Unit Testing
4 8 (26.67%) Continuous Integration
4 8 (26.67%) TDD
4 8 (26.67%) Data Management
4 8 (26.67%) Stakeholder Management
4 8 (26.67%) SOA
4 8 (26.67%) Business Intelligence
5 7 (23.33%) CRM
6 6 (20.00%) Dimensional Modelling
6 6 (20.00%) Customer Engagement
6 6 (20.00%) Master Data Management
6 6 (20.00%) Information Exploitation
7 5 (16.67%) Data Analysis
8 4 (13.33%) Image Processing
8 4 (13.33%) Pattern Recognition
8 4 (13.33%) Signal Processing
8 4 (13.33%) Business Analysis
Programming Languages
1 13 (43.33%) Python
2 12 (40.00%) SQL
3 5 (16.67%) C#
4 4 (13.33%) C++
4 4 (13.33%) Java
4 4 (13.33%) C
4 4 (13.33%) Fortran
5 2 (6.67%) VBA
6 1 (3.33%) VBScript
6 1 (3.33%) JavaScript
6 1 (3.33%) Perl
6 1 (3.33%) PowerShell
6 1 (3.33%) R
Qualifications
1 7 (23.33%) Degree
2 4 (13.33%) PhD
3 1 (3.33%) Microsoft Certification
3 1 (3.33%) RHCE
3 1 (3.33%) EnCE
3 1 (3.33%) MCSE
Vendors
1 4 (13.33%) Microsoft
1 4 (13.33%) Adobe
1 4 (13.33%) Alterian
2 2 (6.67%) PeopleSoft
3 1 (3.33%) Netezza
3 1 (3.33%) Tableau
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Salary: £38000 - £42000 per annum + excellent benefits
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Salary: £50000.00 - £60000 per annum
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Coventry
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Salary: £55000.00 - £65000.00 per annum
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