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 salaries offered in IT jobs that have cited Data Mining over the 3 months to 1 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Data Mining
Rank 228 224 187
Rank change year-on-year
-4 -37
Permanent jobs citing Data Mining 8 6 35
As % of all permanent IT jobs located in the West Midlands 0.13% 0.10% 0.64%
As % of the Database & Business Intelligence category 0.50% 0.34% 1.81%
Number of salaries quoted 6 0 30
Median salary £46,250 - £40,000
90% offered a salary of more than £39,250 - £32,435
10% offered a salary of more than £48,750 - £55,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
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
1599 1781 1934
As % of all permanent IT jobs located in the West Midlands 26.15% 30.83% 35.43%
Number of salaries quoted 1320 1553 1654
Median salary £40,000 £39,000 £37,500
Median salary % change year-on-year
+2.56% +4.00%
90% offered a salary of more than £27,500 £25,000 £27,500
10% offered a salary of more than £60,000 £50,000 £53,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Data Mining
Jobs Demand Trend in the West Midlands

The demand trend of job ads across the West Midlands region citing Data Mining as a proportion of all IT jobs with a match in 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 1 July 2016.

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 median salaries quoted in IT jobs citing Data Mining within the West Midlands region over the 3 months to 1 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 +12 5 £46,250 - 1
Birmingham - 2 £33,500 -
Shropshire -14 1 £50,000 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the West Midlands

For the 6 months to 1 July 2016, IT jobs citing Data Mining 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 Data Mining.

1 10 (58.82%) SQL
2 9 (52.94%) Analytical Skills
3 8 (47.06%) Data Analysis
4 7 (41.18%) Agile Software Development
5 6 (35.29%) Business Analysis
6 5 (29.41%) Marketing
6 5 (29.41%) Asset Management
6 5 (29.41%) Data Warehouse
7 4 (23.53%) Microsoft
7 4 (23.53%) Stakeholder Management
7 4 (23.53%) SAS
7 4 (23.53%) Performance Metrics
7 4 (23.53%) Network Management
8 3 (17.65%) Oracle Database 12c
8 3 (17.65%) Oracle Database
8 3 (17.65%) Oracle Database 11g
8 3 (17.65%) Oracle OLAP
8 3 (17.65%) Team Foundation Server
8 3 (17.65%) Business Intelligence
8 3 (17.65%) VLDB
8 3 (17.65%) Oracle Database 10g
8 3 (17.65%) ERP
8 3 (17.65%) PL/SQL
8 3 (17.65%) Oracle
8 3 (17.65%) OLAP
8 3 (17.65%) MS Office
9 2 (11.76%) JavaScript
9 2 (11.76%) Data Modelling
9 2 (11.76%) Unix
9 2 (11.76%) Python

Data Mining
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 4 (23.53%) SAS
Applications
1 3 (17.65%) MS Office
2 2 (11.76%) MS Excel
3 1 (5.88%) SPSS
Database & Business Intelligence
1 5 (29.41%) Data Warehouse
2 3 (17.65%) OLAP
2 3 (17.65%) Oracle Database
2 3 (17.65%) Oracle Database 10g
2 3 (17.65%) Oracle Database 11g
2 3 (17.65%) Oracle Database 12c
2 3 (17.65%) Oracle OLAP
2 3 (17.65%) VLDB
3 2 (11.76%) SQL Server Integration Services
4 1 (5.88%) Apache Cassandra
4 1 (5.88%) MongoDB
4 1 (5.88%) MySQL
4 1 (5.88%) PostgreSQL
4 1 (5.88%) QlikView
4 1 (5.88%) SQL Server
Development Applications
1 3 (17.65%) Team Foundation Server
2 1 (5.88%) Git (software)
2 1 (5.88%) Jenkins
General
1 5 (29.41%) Marketing
2 2 (11.76%) Telecoms
3 1 (5.88%) Back Office
3 1 (5.88%) Retail
Job Titles
1 8 (47.06%) Analyst
2 6 (35.29%) Developer
3 4 (23.53%) Performance Analyst
4 3 (17.65%) Oracle Developer
4 3 (17.65%) Senior Developer
4 3 (17.65%) Senior Oracle Developer
4 3 (17.65%) SQL Developer
5 2 (11.76%) Administrator
5 2 (11.76%) Data Analyst
5 2 (11.76%) Data Warehouse Developer
5 2 (11.76%) Database Developer
5 2 (11.76%) DBA
5 2 (11.76%) Fraud Analyst
5 2 (11.76%) Fraud Data Analyst
5 2 (11.76%) Report Developer
5 2 (11.76%) SQL Database Developer
5 2 (11.76%) SQL DBA
5 2 (11.76%) SSIS Developer
6 1 (5.88%) Data Scientist
6 1 (5.88%) Senior PL/SQL Developer
Libraries, Frameworks & Software Standards
1 1 (5.88%) .NET
1 1 (5.88%) ASP.NET
1 1 (5.88%) ASP.NET Web Forms
1 1 (5.88%) CSS
1 1 (5.88%) Django
1 1 (5.88%) Flask
1 1 (5.88%) HTML
1 1 (5.88%) Natural Language Processing
1 1 (5.88%) Node.js
1 1 (5.88%) React
1 1 (5.88%) RESTful
1 1 (5.88%) WinForms
Miscellaneous
1 9 (52.94%) Analytical Skills
2 4 (23.53%) Performance Metrics
3 2 (11.76%) Data Structures
4 1 (5.88%) Algorithms
4 1 (5.88%) Artificial Intelligence
4 1 (5.88%) Mathematics
4 1 (5.88%) Physics
4 1 (5.88%) Statistics
4 1 (5.88%) User Experience
Operating Systems
1 2 (11.76%) Unix
Processes & Methodologies
1 8 (47.06%) Data Analysis
2 7 (41.18%) Agile Software Development
3 6 (35.29%) Business Analysis
4 5 (29.41%) Asset Management
5 4 (23.53%) Network Management
5 4 (23.53%) Stakeholder Management
6 3 (17.65%) Business Intelligence
6 3 (17.65%) ERP
7 2 (11.76%) Capacity Planning
7 2 (11.76%) Data Modelling
7 2 (11.76%) Data Security
7 2 (11.76%) Metadata Management
7 2 (11.76%) Performance Management
7 2 (11.76%) Scrum
7 2 (11.76%) Statistical Analysis
7 2 (11.76%) Trend Analysis
7 2 (11.76%) User Acceptance Testing
8 1 (5.88%) Mentoring
8 1 (5.88%) Microservices
8 1 (5.88%) SDLC
Programming Languages
1 10 (58.82%) SQL
2 3 (17.65%) PL/SQL
3 2 (11.76%) JavaScript
3 2 (11.76%) Python
4 1 (5.88%) C
4 1 (5.88%) C#
4 1 (5.88%) C++
4 1 (5.88%) Java
4 1 (5.88%) MATLAB
4 1 (5.88%) R
4 1 (5.88%) VB.NET
Qualifications
1 2 (11.76%) Degree
1 2 (11.76%) Security Cleared
2 1 (5.88%) PhD
2 1 (5.88%) PRINCE2 Certification
2 1 (5.88%) SC Cleared
System Software
1 1 (5.88%) Docker
Vendors
1 4 (23.53%) Microsoft
2 3 (17.65%) Oracle
3 1 (5.88%) MicroStrategy
3 1 (5.88%) Salesforce.com
3 1 (5.88%) SAP
3 1 (5.88%) Tableau
Hereford and Worcester
Creative Personnel
Salary: £30000 - £40000 per annum, Benefits Life/Health Cover, Bonus Scheme, G
Posted: 3 days ago
Hereford and Worcester
Creative Personnel
Salary: £30000 - £40000 per annum, Benefits Life/Health Cover, Bonus Scheme, G
Posted: 3 days ago
Warwick
First Utility
Salary: £40,000 - £60,000 plus benefits
Posted: 4 days ago
Coventry, West Midlands (County)
First Utility
Salary: Competitive
Posted: 6 days ago