Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the West Midlands with a requirement for Data Mining skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Mining over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Data Mining
England > West Midlands
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 313 324 296
Rank change year-on-year +11 -28 +6
Permanent jobs citing Data Mining 12 18 27
As % of all permanent IT jobs advertised in the West Midlands 0.12% 0.16% 0.25%
As % of the Database & Business Intelligence category 0.40% 0.58% 0.84%
Number of salaries quoted 11 13 20
West Midlands median annual salary £42,500 £45,000 £36,250
Median salary % change year-on-year -5.56% +24.14% -7.64%
10th Percentile £28,500 £19,500 £22,500
90th Percentile £75,000 £55,000 £60,000
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +5.26%

Data Mining is in the Databases and Business Intelligence 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 database or business intelligence skills.

All Database and Business Intelligence Skills
West Midlands
Permanent vacancies with a requirement for database or business intelligence skills 3018 3084 3227
As % of all permanent IT jobs advertised in the West Midlands 29.80% 26.98% 29.57%
Number of salaries quoted 2597 2574 2804
West Midlands median annual salary £40,000 £38,500 £37,500
Median salary % change year-on-year +3.90% +2.67% -
10th Percentile £26,250 £23,500 £25,000
90th Percentile £60,000 £58,925 £55,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Data Mining
Job Vacancy Trend in the West Midlands

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

Job vacancy trend for Data Mining 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 in the West Midlands.

Salary trend for Data Mining in the West Midlands

Data Mining
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing Data Mining in the West Midlands over the 6 months to 24 November 2017.

Salary histogram for Data Mining 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 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
Birmingham +22 5 £70,000 +300.00%
Coventry - 3 £32,000 - 1
Staffordshire +12 2 £31,750 -36.50% 1
Solihull - 1 £42,500 -
Data Mining
England

For the 6 months to 24 November 2017, 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 8 (66.67%) SQL
2 6 (50.00%) Data Warehouse
3 5 (41.67%) Business Intelligence
3 5 (41.67%) Analytics
3 5 (41.67%) Analytical Skills
4 4 (33.33%) Data Modelling
4 4 (33.33%) Data Analysis
4 4 (33.33%) Data Integration
5 3 (25.00%) SaaS
5 3 (25.00%) SQL Server Analysis Services
5 3 (25.00%) Business Analysis
5 3 (25.00%) SQL Server Reporting Services
5 3 (25.00%) SQL Server Integration Services
5 3 (25.00%) ETL
5 3 (25.00%) C#
5 3 (25.00%) SQL Server
5 3 (25.00%) Microsoft Excel
5 3 (25.00%) Microsoft
5 3 (25.00%) Project Management
5 3 (25.00%) Physical Data Model
6 2 (16.67%) Kimball Methodology
6 2 (16.67%) Hadoop
6 2 (16.67%) Visualisation
6 2 (16.67%) Data Quality
6 2 (16.67%) Machine Learning
6 2 (16.67%) Business Transformation
6 2 (16.67%) Coaching
6 2 (16.67%) Power BI
6 2 (16.67%) Logical Data Model
6 2 (16.67%) Validation

Data Mining
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 1 (8.33%) SharePoint
Applications
1 3 (25.00%) Microsoft Excel
2 1 (8.33%) Microsoft Office
2 1 (8.33%) Microsoft PowerPoint
Cloud Services
1 3 (25.00%) SaaS
2 1 (8.33%) Cortana Intelligence Suite
2 1 (8.33%) Microsoft Azure
Communications & Networking
1 1 (8.33%) SMS
Database & Business Intelligence
1 6 (50.00%) Data Warehouse
2 3 (25.00%) SQL Server
2 3 (25.00%) SQL Server Analysis Services
2 3 (25.00%) SQL Server Integration Services
2 3 (25.00%) SQL Server Reporting Services
3 2 (16.67%) Hadoop
3 2 (16.67%) Microsoft Analysis Services
3 2 (16.67%) Power BI
4 1 (8.33%) Azure SQL Database
4 1 (8.33%) Big Data
4 1 (8.33%) BusinessObjects
4 1 (8.33%) Data Lake
4 1 (8.33%) QlikView
4 1 (8.33%) RDBMS
4 1 (8.33%) Relational Database
4 1 (8.33%) Star Schema
4 1 (8.33%) Text Mining
General
1 1 (8.33%) Retail
Job Titles
1 7 (58.33%) Analyst
2 4 (33.33%) Data Analyst
3 3 (25.00%) Data Scientist
3 3 (25.00%) Developer
4 2 (16.67%) Business Intelligence Developer
4 2 (16.67%) Senior Analyst
4 2 (16.67%) Senior Data Analyst
4 2 (16.67%) Senior Data Scientist
5 1 (8.33%) Business Consultant
5 1 (8.33%) Business Developer
5 1 (8.33%) Business Intelligence Consultant
5 1 (8.33%) Business Systems Analyst
5 1 (8.33%) Consultant
5 1 (8.33%) Data Mining Analyst
5 1 (8.33%) ETL Developer
5 1 (8.33%) Information Analyst
5 1 (8.33%) Microsoft BI Consultant
5 1 (8.33%) Microsoft Consultant
5 1 (8.33%) SQL Developer
5 1 (8.33%) Systems Analyst
Miscellaneous
1 5 (41.67%) Analytical Skills
2 1 (8.33%) Algorithms
2 1 (8.33%) FMCG
Processes & Methodologies
1 5 (41.67%) Analytics
1 5 (41.67%) Business Intelligence
2 4 (33.33%) Data Analysis
2 4 (33.33%) Data Integration
2 4 (33.33%) Data Modelling
3 3 (25.00%) Business Analysis
3 3 (25.00%) ETL
3 3 (25.00%) Physical Data Model
3 3 (25.00%) Project Management
4 2 (16.67%) Business Transformation
4 2 (16.67%) Coaching
4 2 (16.67%) Data Cleansing
4 2 (16.67%) Kimball Methodology
4 2 (16.67%) Logical Data Model
4 2 (16.67%) Machine Learning
4 2 (16.67%) Validation
4 2 (16.67%) Visualisation
5 1 (8.33%) Predictive Analytics
5 1 (8.33%) Predictive Modelling
5 1 (8.33%) Stakeholder Engagement
Programming Languages
1 8 (66.67%) SQL
2 3 (25.00%) C#
3 2 (16.67%) VBA
4 1 (8.33%) Python
4 1 (8.33%) T-SQL
Qualifications
1 1 (8.33%) Degree
1 1 (8.33%) SC Cleared
1 1 (8.33%) Security Cleared
Quality Assurance & Compliance
1 2 (16.67%) Data Quality
Vendors
1 3 (25.00%) Microsoft
2 1 (8.33%) Cognos
2 1 (8.33%) IBM
2 1 (8.33%) MicroStrategy
2 1 (8.33%) Tableau
2 1 (8.33%) Teradata