Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Birmingham 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 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Mining
West Midlands > Birmingham
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 189 221 187
Rank change year-on-year +32 -34 +7
Permanent jobs citing Data Mining 5 3 4
As % of all permanent IT jobs advertised in Birmingham 0.13% 0.063% 0.10%
As % of the Database & Business Intelligence category 0.50% 0.28% 0.41%
Number of salaries quoted 5 3 3
Birmingham median annual salary £70,000 £17,500 £30,000
Median salary % change year-on-year +300.00% -41.67% -16.67%
West Midlands median annual salary £42,500 £45,000 £36,250
% change year-on-year -5.56% +24.14% -7.64%

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 Birmingham with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Birmingham
Permanent vacancies with a requirement for database or business intelligence skills 1007 1084 986
As % of all permanent IT jobs advertised in Birmingham 26.17% 22.77% 24.97%
Number of salaries quoted 892 927 860
Birmingham median annual salary £45,000 £40,000 £39,500
Median salary % change year-on-year +12.50% +1.27% +2.60%
10th Percentile £27,500 £22,750 £25,975
90th Percentile £67,500 £62,500 £58,750
West Midlands median annual salary £40,000 £38,500 £37,500
% change year-on-year +3.90% +2.67% -

Data Mining
Job Vacancy Trend in Birmingham

Job postings citing Data Mining as a percentage of all IT jobs advertised in Birmingham.

Job vacancy trend for Data Mining in Birmingham

Data Mining
Salary Trend in Birmingham

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

Salary trend for Data Mining in Birmingham

Data Mining
Salary Histogram in Birmingham

The salary distribution of IT jobs citing Data Mining in Birmingham over the 6 months to 23 November 2017.

Salary histogram for Data Mining in Birmingham

For the 6 months to 23 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 Birmingham region with a requirement for Data Mining.

1 4 (80.00%) Data Warehouse
1 4 (80.00%) Data Modelling
1 4 (80.00%) Analytics
2 3 (60.00%) Physical Data Model
2 3 (60.00%) SaaS
2 3 (60.00%) Data Integration
2 3 (60.00%) SQL
3 2 (40.00%) Business Intelligence
3 2 (40.00%) Validation
3 2 (40.00%) Business Analysis
3 2 (40.00%) Hadoop
3 2 (40.00%) Analytical Skills
3 2 (40.00%) Logical Data Model
3 2 (40.00%) Microsoft
4 1 (20.00%) Kimball Methodology
4 1 (20.00%) Relational Database
4 1 (20.00%) Power BI
4 1 (20.00%) Data Lake
4 1 (20.00%) Cortana Intelligence Suite
4 1 (20.00%) Microsoft Azure
4 1 (20.00%) Azure SQL Database
4 1 (20.00%) Machine Learning
4 1 (20.00%) Big Data
4 1 (20.00%) Business Analytics
4 1 (20.00%) SQL Server Integration Services
4 1 (20.00%) Predictive Analytics
4 1 (20.00%) Use Case
4 1 (20.00%) SQL Server Analysis Services
4 1 (20.00%) Data Cleansing
4 1 (20.00%) Data Conversion

Data Mining
Co-occurring IT Skills in Birmingham 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 (20.00%) SharePoint
Applications
1 1 (20.00%) Microsoft Excel
Cloud Services
1 3 (60.00%) SaaS
2 1 (20.00%) Cortana Intelligence Suite
2 1 (20.00%) Microsoft Azure
Database & Business Intelligence
1 4 (80.00%) Data Warehouse
2 2 (40.00%) Hadoop
3 1 (20.00%) Azure SQL Database
3 1 (20.00%) Big Data
3 1 (20.00%) Data Lake
3 1 (20.00%) Microsoft Analysis Services
3 1 (20.00%) Power BI
3 1 (20.00%) RDBMS
3 1 (20.00%) Relational Database
3 1 (20.00%) SQL Server
3 1 (20.00%) SQL Server Analysis Services
3 1 (20.00%) SQL Server Integration Services
3 1 (20.00%) SQL Server Reporting Services
General
1 1 (20.00%) Retail
Job Titles
1 4 (80.00%) Analyst
1 4 (80.00%) Data Analyst
2 2 (40.00%) Data Scientist
2 2 (40.00%) Senior Analyst
2 2 (40.00%) Senior Data Analyst
2 2 (40.00%) Senior Data Scientist
3 1 (20.00%) Business Consultant
3 1 (20.00%) Business Intelligence Consultant
3 1 (20.00%) Consultant
3 1 (20.00%) Data Mining Analyst
3 1 (20.00%) Microsoft BI Consultant
3 1 (20.00%) Microsoft Consultant
3 1 (20.00%) Teradata Analyst
Miscellaneous
1 2 (40.00%) Analytical Skills
Processes & Methodologies
1 4 (80.00%) Analytics
1 4 (80.00%) Data Modelling
2 3 (60.00%) Data Integration
2 3 (60.00%) Physical Data Model
3 2 (40.00%) Business Analysis
3 2 (40.00%) Business Intelligence
3 2 (40.00%) Logical Data Model
3 2 (40.00%) Validation
4 1 (20.00%) Business Analytics
4 1 (20.00%) Data Architecture
4 1 (20.00%) Data Cleansing
4 1 (20.00%) Data Conversion
4 1 (20.00%) ETL
4 1 (20.00%) Kimball Methodology
4 1 (20.00%) Machine Learning
4 1 (20.00%) Predictive Analytics
4 1 (20.00%) Use Case
Programming Languages
1 3 (60.00%) SQL
Qualifications
1 1 (20.00%) SC Cleared
1 1 (20.00%) Security Cleared
Vendors
1 2 (40.00%) Microsoft
2 1 (20.00%) Cognos
2 1 (20.00%) Teradata