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 17 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
17 Sep 2014
Same period 2013 Same period 2012
Data Mining
Rank 199 186 165
Rank change year-on-year
-13 -21
Permanent jobs citing Data Mining 13 21 33
As % of all permanent IT jobs located in the West Midlands 0.24% 0.38% 0.67%
As % of the Database & Business Intelligence category 0.70% 1.33% 1.97%
Number of salaries quoted 7 18 27
Average salary £37,500 £36,250 £37,500
Average salary % change year-on-year
+3.44% -3.33%
90% offered a salary of more than £23,000 £29,850 £27,500
10% offered a salary of more than £55,000 £55,750 £65,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%
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
1848 1578 1674
As % of all permanent IT jobs located in the West Midlands 33.70% 28.85% 34.18%
Number of salaries quoted 1540 1406 1456
Average salary £37,500 £40,000 £37,500
Average salary % change year-on-year
-6.25% +6.66%
90% offered a salary of more than £27,500 £27,500 £27,500
10% offered a salary of more than £50,000 £50,000 £55,000
UK excluding London average salary £40,000 £40,000 £39,500
% change year-on-year
- +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 17 September 2014.

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 17 September 2014. 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
Worcestershire - 6 - -
Birmingham -8 4 £36,750 -8.12% 3
Warwickshire +9 2 £37,500 +10.29%
Staffordshire -10 1 £23,000 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the West Midlands

For the 6 months to 17 September 2014, 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 30 (65.22%) SQL
2 15 (32.61%) Python
2 15 (32.61%) Artificial Intelligence
2 15 (32.61%) Degree
2 15 (32.61%) Django
2 15 (32.61%) Flask
3 14 (30.43%) Microsoft
4 13 (28.26%) MS Excel
4 13 (28.26%) CRM
4 13 (28.26%) Agile Software Development
4 13 (28.26%) Unit Testing
4 13 (28.26%) Natural Language Processing
5 12 (26.09%) VBA
5 12 (26.09%) Mathematics
5 12 (26.09%) Relational Database
5 12 (26.09%) Analytical Skills
6 11 (23.91%) Customer Engagement
7 10 (21.74%) Data Warehouse
7 10 (21.74%) Business Intelligence
7 10 (21.74%) TDD
8 9 (19.57%) HTML
8 9 (19.57%) JavaScript
8 9 (19.57%) XML
8 9 (19.57%) SOA
8 9 (19.57%) ETL
8 9 (19.57%) Continuous Integration
9 8 (17.39%) MS Office
9 8 (17.39%) Software Engineering
10 7 (15.22%) Oracle
10 7 (15.22%) Data Analysis

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

For the 6 months to 17 September 2014, 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 4 (8.70%) SharePoint
1 4 (8.70%) SharePoint Server
2 2 (4.35%) SAS
Applications
1 13 (28.26%) MS Excel
2 8 (17.39%) MS Office
3 5 (10.87%) Spreadsheet
4 4 (8.70%) SPSS
5 2 (4.35%) MS PowerPoint
Business Applications
1 4 (8.70%) Dynamics CRM
1 4 (8.70%) Line 500
Database & Business Intelligence
1 12 (26.09%) Relational Database
2 10 (21.74%) Data Warehouse
3 6 (13.04%) SQL Server
4 5 (10.87%) SQL Server Reporting Services
4 5 (10.87%) SQL Server Integration Services
4 5 (10.87%) SQL Server Analysis Services
4 5 (10.87%) Oracle Database
4 5 (10.87%) PostgreSQL
5 4 (8.70%) Microsoft Analysis Services
5 4 (8.70%) MySQL
5 4 (8.70%) MongoDB
5 4 (8.70%) Apache Cassandra
5 4 (8.70%) NoSQL
5 4 (8.70%) SQL Server 2008
5 4 (8.70%) QlikView
5 4 (8.70%) OLAP
5 4 (8.70%) Crystal Reports
6 3 (6.52%) MS Access
6 3 (6.52%) IBM InfoSphere
6 3 (6.52%) Cognos Framework Manager
Development Applications
1 5 (10.87%) Oracle APEX
2 4 (8.70%) Visual Studio Team System
2 4 (8.70%) Visual Studio
2 4 (8.70%) Oracle Forms
2 4 (8.70%) CruiseControl
2 4 (8.70%) Subversion
3 2 (4.35%) Hudson
General
1 5 (10.87%) Retail
1 5 (10.87%) Billing
2 2 (4.35%) Automotive
3 1 (2.17%) Marketing
3 1 (2.17%) Back Office
3 1 (2.17%) Telecoms
3 1 (2.17%) Finance
Job Titles
1 23 (50.00%) Analyst
2 20 (43.48%) Developer
3 13 (28.26%) Python Developer
4 11 (23.91%) Data Analyst
5 8 (17.39%) Business Analyst
5 8 (17.39%) Data Mining Analyst
5 8 (17.39%) Insight Analyst
6 7 (15.22%) Python/Django Developer
7 6 (13.04%) Senior Developer
8 5 (10.87%) Applications Developer
8 5 (10.87%) Senior Python Developer
8 5 (10.87%) Business Intelligence Analyst
9 4 (8.70%) Oracle Applications Developer
9 4 (8.70%) Senior Business Intelligence Analyst
9 4 (8.70%) Senior Business Analyst
9 4 (8.70%) Senior Analyst
9 4 (8.70%) Oracle Developer
10 3 (6.52%) Systems Tester
10 3 (6.52%) Tester
10 3 (6.52%) Consultant
Libraries, Frameworks & Software Standards
1 15 (32.61%) Django
1 15 (32.61%) Flask
2 13 (28.26%) Natural Language Processing
3 9 (19.57%) HTML
3 9 (19.57%) XML
4 5 (10.87%) Ajax
4 5 (10.87%) jQuery
4 5 (10.87%) CSS
5 4 (8.70%) MDX
5 4 (8.70%) Ext JS
5 4 (8.70%) .NET
5 4 (8.70%) ASP.NET
6 2 (4.35%) RESTful
7 1 (2.17%) .NET Framework
Miscellaneous
1 15 (32.61%) Artificial Intelligence
2 12 (26.09%) Mathematics
2 12 (26.09%) Analytical Skills
3 4 (8.70%) Management Information System
4 2 (4.35%) Statistics
4 2 (4.35%) Social Media
5 1 (2.17%) Computer Science
5 1 (2.17%) Data Extraction
5 1 (2.17%) Clustering
Processes & Methodologies
1 13 (28.26%) CRM
1 13 (28.26%) Agile Software Development
1 13 (28.26%) Unit Testing
2 11 (23.91%) Customer Engagement
3 10 (21.74%) TDD
3 10 (21.74%) Business Intelligence
4 9 (19.57%) SOA
4 9 (19.57%) ETL
4 9 (19.57%) Continuous Integration
5 8 (17.39%) Software Engineering
6 7 (15.22%) Data Analysis
7 4 (8.70%) Code Coverage
7 4 (8.70%) Multidimensional Analysis
8 3 (6.52%) User Acceptance Testing
8 3 (6.52%) Data Management
8 3 (6.52%) Test Scripting
8 3 (6.52%) Kimball Methodology
8 3 (6.52%) Change Data Capture
8 3 (6.52%) Mentoring
9 2 (4.35%) Machine Learning
Programming Languages
1 30 (65.22%) SQL
2 15 (32.61%) Python
3 12 (26.09%) VBA
4 9 (19.57%) JavaScript
5 6 (13.04%) PL/SQL
6 5 (10.87%) PHP
6 5 (10.87%) Java
7 3 (6.52%) C++
8 2 (4.35%) MATLAB
9 1 (2.17%) R
9 1 (2.17%) T-SQL
Qualifications
1 15 (32.61%) Degree
2 3 (6.52%) ISEB
3 2 (4.35%) PhD
Vendors
1 14 (30.43%) Microsoft
2 7 (15.22%) Oracle
3 5 (10.87%) IBM
4 4 (8.70%) Sage
4 4 (8.70%) Netezza
4 4 (8.70%) Logi Analytics
4 4 (8.70%) Sencha
5 3 (6.52%) Cognos
6 1 (2.17%) Business Objects
6 1 (2.17%) Ab Initio
6 1 (2.17%) Informatica
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